Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDSearch dblp for Publications
export results for "stream:streams/journals/make:"
download as .bib file
@article{DBLP:journals/make/AhmadFF23,
author = {Faraz Ahmad and
Massimo Ferri and
Patrizio Frosini},
title = {Generalized Permutants and Graph GENEOs},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1905--1920},
year = {2023},
url = {https://doi.org/10.3390/make5040092},
doi = {10.3390/MAKE5040092},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/AhmadFF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/AlduailajB23,
author = {Alanoud Mohammed Alduailaj and
Aymen Belghith},
title = {Detecting Arabic Cyberbullying Tweets Using Machine Learning},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {29--42},
year = {2023},
url = {https://doi.org/10.3390/make5010003},
doi = {10.3390/MAKE5010003},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/AlduailajB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/AlgarniS23,
author = {Shrooq Algarni and
Frederick T. Sheldon},
title = {Systematic Review of Recommendation Systems for Course Selection},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {560--596},
year = {2023},
url = {https://doi.org/10.3390/make5020033},
doi = {10.3390/MAKE5020033},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/AlgarniS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/AlvarezGonzalezKG23,
author = {Nurudin Alvarez{-}Gonzalez and
Andreas Kaltenbrunner and
Vicen{\c{c}} G{\'{o}}mez},
title = {Beyond Weisfeiler-Lehman with Local Ego-Network Encodings},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1234--1265},
year = {2023},
url = {https://doi.org/10.3390/make5040063},
doi = {10.3390/MAKE5040063},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/AlvarezGonzalezKG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/AraujoMS23,
author = {Vladimir Araujo and
Marie{-}Francine Moens and
Alvaro Soto},
title = {Learning Sentence-Level Representations with Predictive Coding},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {59--77},
year = {2023},
url = {https://doi.org/10.3390/make5010005},
doi = {10.3390/MAKE5010005},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/AraujoMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ArweilerACKB23,
author = {Joel Arweiler and
Cihan Ates and
Jes{\'{u}}s Cerquides and
Rainer Koch and
Hans{-}J{\"{o}}rg Bauer},
title = {Similarity-Based Framework for Unsupervised Domain Adaptation: Peer
Reviewing Policy for Pseudo-Labeling},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1474--1492},
year = {2023},
url = {https://doi.org/10.3390/make5040074},
doi = {10.3390/MAKE5040074},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/ArweilerACKB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/BarzekarM23,
author = {Hosein Barzekar and
Susan McRoy},
title = {Achievable Minimally-Contrastive Counterfactual Explanations},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {3},
pages = {922--936},
year = {2023},
url = {https://doi.org/10.3390/make5030048},
doi = {10.3390/MAKE5030048},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/BarzekarM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/BergomiFMV23,
author = {Mattia G. Bergomi and
Massimo Ferri and
Alessandro Mella and
Pietro Vertechi},
title = {Generalized Persistence for Equivariant Operators in Machine Learning},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {346--358},
year = {2023},
url = {https://doi.org/10.3390/make5020021},
doi = {10.3390/MAKE5020021},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/BergomiFMV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/BleichLJDC23,
author = {Amnon Bleich and
Antje Linnemann and
Benjamin Jaidi and
Bj{\"{o}}rn H. Diem and
Tim O. F. Conrad},
title = {Enhancing Electrocardiogram {(ECG)} Analysis of Implantable Cardiac
Monitor Data: An Efficient Pipeline for Multi-Label Classification},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1539--1556},
year = {2023},
url = {https://doi.org/10.3390/make5040077},
doi = {10.3390/MAKE5040077},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/BleichLJDC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/BluteauG23,
author = {Ryan Bluteau and
Robin Gras},
title = {Lottery Ticket Search on Untrained Models with Applied Lottery Sample
Selection},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {400--417},
year = {2023},
url = {https://doi.org/10.3390/make5020024},
doi = {10.3390/MAKE5020024},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/BluteauG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/CabitzaCNPRC23,
author = {Federico Cabitza and
Andrea Campagner and
Chiara Natali and
Enea Parimbelli and
Luca Ronzio and
Matteo Cameli},
title = {Painting the Black Box White: Experimental Findings from Applying
{XAI} to an {ECG} Reading Setting},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {269--286},
year = {2023},
url = {https://doi.org/10.3390/make5010017},
doi = {10.3390/MAKE5010017},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/CabitzaCNPRC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/CachiVC23,
author = {Paolo Gabriel Cachi and
Sebasti{\'{a}}n Ventura and
Krzysztof J. Cios},
title = {Improving Spiking Neural Network Performance with Auxiliary Learning},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {3},
pages = {1010--1022},
year = {2023},
url = {https://doi.org/10.3390/make5030052},
doi = {10.3390/MAKE5030052},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/CachiVC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ClementKAA23,
author = {Tobias Clement and
Nils Kemmerzell and
Mohamed Abdelaal and
Michael Amberg},
title = {{XAIR:} {A} Systematic Metareview of Explainable {AI} {(XAI)} Aligned
to the Software Development Process},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {78--108},
year = {2023},
url = {https://doi.org/10.3390/make5010006},
doi = {10.3390/MAKE5010006},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/ClementKAA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/CoreccoAG23,
author = {Samuel Corecco and
Giorgia Adorni and
Luca Maria Gambardella},
title = {Proximal Policy Optimization-Based Reinforcement Learning and Hybrid
Approaches to Explore the Cross Array Task Optimal Solution},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1660--1679},
year = {2023},
url = {https://doi.org/10.3390/make5040082},
doi = {10.3390/MAKE5040082},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/CoreccoAG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/CunhaBOM23,
author = {Leandro L. Cunha and
Miguel A. Brito and
Domingos F. Oliveira and
Ana P. Martins},
title = {Active Learning in the Detection of Anomalies in Cryptocurrency Transactions},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1717--1745},
year = {2023},
url = {https://doi.org/10.3390/make5040084},
doi = {10.3390/MAKE5040084},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/CunhaBOM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/CzechBKY23,
author = {Phillip Czech and
Markus Braun and
Ulrich Kre{\ss}el and
Bin Yang},
title = {Behavior-Aware Pedestrian Trajectory Prediction in Ego-Centric Camera
Views with Spatio-Temporal Ego-Motion Estimation},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {3},
pages = {957--978},
year = {2023},
url = {https://doi.org/10.3390/make5030050},
doi = {10.3390/MAKE5030050},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/CzechBKY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/DixonR23,
author = {Jose Dixon and
Md Rahman},
title = {Statistical Analysis of Imbalanced Classification with Training Size
Variation and Subsampling on Datasets of Research Papers in Biomedical
Literature},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1953--1978},
year = {2023},
url = {https://doi.org/10.3390/make5040095},
doi = {10.3390/MAKE5040095},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/DixonR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/EhresmannBV23,
author = {Andr{\'{e}}e C. Ehresmann and
Mathias B{\'{e}}jean and
Jean{-}Paul Vanbremeersch},
title = {A Mathematical Framework for Enriching Human-Machine Interactions},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {597--610},
year = {2023},
url = {https://doi.org/10.3390/make5020034},
doi = {10.3390/MAKE5020034},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/EhresmannBV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/FalakiG23,
author = {Ala Alam Falaki and
Robin Gras},
title = {Efficient Latent Space Compression for Lightning-Fast Fine-Tuning
and Inference of Transformer-Based Models},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {3},
pages = {847--867},
year = {2023},
url = {https://doi.org/10.3390/make5030045},
doi = {10.3390/MAKE5030045},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/FalakiG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/FeldsarMR23,
author = {Borna Feldsar and
Rudolf Mayer and
Andreas Rauber},
title = {Detecting Adversarial Examples Using Surrogate Models},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1796--1825},
year = {2023},
url = {https://doi.org/10.3390/make5040087},
doi = {10.3390/MAKE5040087},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/FeldsarMR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/FescenkoAK23,
author = {Vitalijs Fescenko and
Janis Arents and
Roberts Kadikis},
title = {Synthetic Data Generation for Visual Detection of Flattened {PET}
Bottles},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {14--28},
year = {2023},
url = {https://doi.org/10.3390/make5010002},
doi = {10.3390/MAKE5010002},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/FescenkoAK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/GarciaHidalgoSG23,
author = {Miguel Garcia{-}Hidalgo and
Ricardo Sevilla{-}Escoboza and
Angel Garc{\'{\i}}a{-}Pedrero},
title = {Mssgan: Enforcing Multiple Generators to Learn Multiple Subspaces
to Avoid the Mode Collapse},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1456--1473},
year = {2023},
url = {https://doi.org/10.3390/make5040073},
doi = {10.3390/MAKE5040073},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/GarciaHidalgoSG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/GarckeR23,
author = {Jochen Garcke and
Ribana Roscher},
title = {Explainable Machine Learning},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {169--170},
year = {2023},
url = {https://doi.org/10.3390/make5010010},
doi = {10.3390/MAKE5010010},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/GarckeR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/HajmohamadK23,
author = {Abdulsalam Hajmohamad and
Hasan Koyuncu},
title = {3t2FTS: {A} Novel Feature Transform Strategy to Classify 3D {MRI}
Voxels and Its Application on {HGG/LGG} Classification},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {359--383},
year = {2023},
url = {https://doi.org/10.3390/make5020022},
doi = {10.3390/MAKE5020022},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/HajmohamadK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/HaqSR23,
author = {Mahmood Ul Haq and
Muhammad Athar Javed Sethi and
Atiq ur Rehman},
title = {Capsule Network with Its Limitation, Modification, and Applications
- {A} Survey},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {3},
pages = {891--921},
year = {2023},
url = {https://doi.org/10.3390/make5030047},
doi = {10.3390/MAKE5030047},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/HaqSR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/HassaniKRY23,
author = {Hossein Hassani and
Nadejda Komendantova and
Elena A. Rovenskaya and
Mohammad Reza Yeganegi},
title = {Social Intelligence Mining: Unlocking Insights from {X}},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1921--1936},
year = {2023},
url = {https://doi.org/10.3390/make5040093},
doi = {10.3390/MAKE5040093},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/HassaniKRY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/HautotTA23,
author = {Julien Hautot and
C{\'{e}}line Teuli{\`{e}}re and
Nourddine Azzaoui},
title = {Solving Partially Observable 3D-Visual Tasks with Visual Radial Basis
Function Network and Proximal Policy Optimization},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1888--1904},
year = {2023},
url = {https://doi.org/10.3390/make5040091},
doi = {10.3390/MAKE5040091},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/HautotTA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/HeidrichSSS23,
author = {Louisa Heidrich and
Emanuel Slany and
Stephan Scheele and
Ute Schmid},
title = {FairCaipi: {A} Combination of Explanatory Interactive and Fair Machine
Learning for Human and Machine Bias Reduction},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1519--1538},
year = {2023},
url = {https://doi.org/10.3390/make5040076},
doi = {10.3390/MAKE5040076},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/HeidrichSSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/HussainH23,
author = {Manzoor Hussain and
Jang{-}Eui Hong},
title = {Reconstruction-Based Adversarial Attack Detection in Vision-Based
Autonomous Driving Systems},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1589--1611},
year = {2023},
url = {https://doi.org/10.3390/make5040080},
doi = {10.3390/MAKE5040080},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/HussainH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/HwangCDB23,
author = {Neil Hwang and
Shirshendu Chatterjee and
Yanming Di and
Sharmodeep Bhattacharyya},
title = {Detection of Temporal Shifts in Semantics Using Local Graph Clustering},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {128--143},
year = {2023},
url = {https://doi.org/10.3390/make5010008},
doi = {10.3390/MAKE5010008},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/HwangCDB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/JensenSPWK23,
author = {Matt Jensen and
Trent Stellingwerff and
Courtney Pollock and
James M. Wakeling and
Marc Klimstra},
title = {Can Principal Component Analysis Be Used to Explore the Relationship
of Rowing Kinematics and Force Production in Elite Rowers during a
Step Test? {A} Pilot Study},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {237--251},
year = {2023},
url = {https://doi.org/10.3390/make5010015},
doi = {10.3390/MAKE5010015},
timestamp = {Thu, 27 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/JensenSPWK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/KafikangH23,
author = {Maryam Kafikang and
Abdeltawab M. Hendawi},
title = {Drug-Drug Interaction Extraction from Biomedical Text Using Relation
BioBERT with {BLSTM}},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {669--683},
year = {2023},
url = {https://doi.org/10.3390/make5020036},
doi = {10.3390/MAKE5020036},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/KafikangH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/KangY23,
author = {Haeyong Kang and
Chang D. Yoo},
title = {Skew Class-Balanced Re-Weighting for Unbiased Scene Graph Generation},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {287--303},
year = {2023},
url = {https://doi.org/10.3390/make5010018},
doi = {10.3390/MAKE5010018},
timestamp = {Thu, 27 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/KangY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/KlosaB23,
author = {Daniel Klosa and
Christof B{\"{u}}skens},
title = {Low Cost Evolutionary Neural Architecture Search {(LENAS)} Applied
to Traffic Forecasting},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {3},
pages = {830--846},
year = {2023},
url = {https://doi.org/10.3390/make5030044},
doi = {10.3390/MAKE5030044},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/KlosaB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/LansariBKTBC23,
author = {Mohammed Lansari and
Reda Bellafqira and
Katarzyna Kapusta and
Vincent Thouvenot and
Olivier Bettan and
Gouenou Coatrieux},
title = {When Federated Learning Meets Watermarking: {A} Comprehensive Overview
of Techniques for Intellectual Property Protection},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1382--1406},
year = {2023},
url = {https://doi.org/10.3390/make5040070},
doi = {10.3390/MAKE5040070},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/LansariBKTBC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/LavricS23,
author = {Franc Lavric and
Andrej Skraba},
title = {Brainstorming Will Never Be the Same Again - {A} Human Group Supported
by Artificial Intelligence},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1282--1301},
year = {2023},
url = {https://doi.org/10.3390/make5040065},
doi = {10.3390/MAKE5040065},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/LavricS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/LewandowskiP23,
author = {Brian Lewandowski and
Randy C. Paffenroth},
title = {Autoencoder Feature Residuals for Network Intrusion Detection: One-Class
Pretraining for Improved Performance},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {3},
pages = {868--890},
year = {2023},
url = {https://doi.org/10.3390/make5030046},
doi = {10.3390/MAKE5030046},
timestamp = {Sat, 12 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/LewandowskiP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/LiL23,
author = {Jianfeng Li and
Xiaoqin Lian},
title = {Research on Forest Fire Detection Algorithm Based on Improved YOLOv5},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {3},
pages = {725--745},
year = {2023},
url = {https://doi.org/10.3390/make5030039},
doi = {10.3390/MAKE5030039},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/LiL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/LohajPBPH23,
author = {Oliver Lohaj and
J{\'{a}}n Paralic and
Peter Bedn{\'{a}}r and
Zuzana Paralicov{\'{a}} and
Mat{\'{u}}s Huba},
title = {Unraveling {COVID-19} Dynamics via Machine Learning and {XAI:} Investigating
Variant Influence and Prognostic Classification},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1266--1281},
year = {2023},
url = {https://doi.org/10.3390/make5040064},
doi = {10.3390/MAKE5040064},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/LohajPBPH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/MamidiMKWHH23,
author = {Yashwanth Karthik Kumar Mamidi and
Tarun Karthik Kumar Mamidi and
Md Wasi Ul Kabir and
Jiande Wu and
Md. Tamjidul Hoque and
Chindo Hicks},
title = {PCa-Clf: {A} Classifier of Prostate Cancer Patients into Patients
with Indolent and Aggressive Tumors Using Machine Learning},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1302--1319},
year = {2023},
url = {https://doi.org/10.3390/make5040066},
doi = {10.3390/MAKE5040066},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/MamidiMKWHH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/MapunduKMOC23,
author = {Michael Mapundu and
Chodziwadziwa W. Kabudula and
Eustasius Musenge and
Victor Olago and
Turgay {\c{C}}elik},
title = {Explainable Stacked Ensemble Deep Learning {(SEDL)} Framework to Determine
Cause of Death from Verbal Autopsies},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1570--1588},
year = {2023},
url = {https://doi.org/10.3390/make5040079},
doi = {10.3390/MAKE5040079},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/MapunduKMOC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/MedbouhiPVK23,
author = {Aniss Aiman Medbouhi and
Vladislav Polianskii and
Anastasia Varava and
Danica Kragic},
title = {InvMap and Witness Simplicial Variational Auto-Encoders},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {199--236},
year = {2023},
url = {https://doi.org/10.3390/make5010014},
doi = {10.3390/MAKE5010014},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/MedbouhiPVK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/MehtaSPTDK23,
author = {Ruchita Mehta and
Sara Sharifzadeh and
Vasile Palade and
Bo Tan and
Alireza Daneshkhah and
Yordanka Karayaneva},
title = {Deep Learning Techniques for Radar-Based Continuous Human Activity
Recognition},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1493--1518},
year = {2023},
url = {https://doi.org/10.3390/make5040075},
doi = {10.3390/MAKE5040075},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/MehtaSPTDK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/MekruksavanichJ23,
author = {Sakorn Mekruksavanich and
Anuchit Jitpattanakul},
title = {Effective Detection of Epileptic Seizures through {EEG} Signals Using
Deep Learning Approaches},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1937--1952},
year = {2023},
url = {https://doi.org/10.3390/make5040094},
doi = {10.3390/MAKE5040094},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/MekruksavanichJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/MiokCS23,
author = {Kristian Miok and
Padraig Corcoran and
Irena Spasic},
title = {The Value of Numbers in Clinical Text Classification},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {3},
pages = {746--762},
year = {2023},
url = {https://doi.org/10.3390/make5030040},
doi = {10.3390/MAKE5030040},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/MiokCS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/MohammadAminiJSABH23,
author = {Mohammad MohammadAmini and
Marcia Jesus and
Davood Fanaei Sheikholeslami and
Paulo Alves and
Aliakbar Hassanzadeh Benam and
Fatemeh Hariri},
title = {Artificial Intelligence Ethics and Challenges in Healthcare Applications:
{A} Comprehensive Review in the Context of the European {GDPR} Mandate},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {3},
pages = {1023--1035},
year = {2023},
url = {https://doi.org/10.3390/make5030053},
doi = {10.3390/MAKE5030053},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/MohammadAminiJSABH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/MolinieMAC23,
author = {Dylan Molini{\'{e}} and
Kurosh Madani and
V{\'{e}}ronique Amarger and
Abdennasser Chebira},
title = {Identifying the Regions of a Space with the Self-Parameterized Recursively
Assessed Decomposition Algorithm {(SPRADA)}},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {3},
pages = {979--1009},
year = {2023},
url = {https://doi.org/10.3390/make5030051},
doi = {10.3390/MAKE5030051},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/MolinieMAC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/MorookaJSPRA23,
author = {F{\'{a}}bio Eid Morooka and
Adalberto Manoel Junior and
Tiago F. A. C. Sigahi and
Jefferson Souza Pinto and
Izabela Simon Rampasso and
Rosley Anholon},
title = {Deep Learning and Autonomous Vehicles: Strategic Themes, Applications,
and Research Agenda Using SciMAT and Content-Centric Analysis, a Systematic
Review},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {3},
pages = {763--781},
year = {2023},
url = {https://doi.org/10.3390/make5030041},
doi = {10.3390/MAKE5030041},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/MorookaJSPRA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/MuhrAK23,
author = {David Muhr and
Michael Affenzeller and
Josef K{\"{u}}ng},
title = {A Probabilistic Transformation of Distance-Based Outliers},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {3},
pages = {782--802},
year = {2023},
url = {https://doi.org/10.3390/make5030042},
doi = {10.3390/MAKE5030042},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/MuhrAK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/NajafiPL23,
author = {Bahareh Najafi and
Saeedeh Parsaeefard and
Alberto Leon{-}Garcia},
title = {Entropy-Aware Time-Varying Graph Neural Networks with Generalized
Temporal Hawkes Process: Dynamic Link Prediction in the Presence of
Node Addition and Deletion},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1359--1381},
year = {2023},
url = {https://doi.org/10.3390/make5040069},
doi = {10.3390/MAKE5040069},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/NajafiPL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/NandaJCZCM23,
author = {Gaurav Nanda and
Aparajita Jaiswal and
Hugo Castellanos and
Yuzhe Zhou and
Alex Choi and
Alejandra J. Magana},
title = {Evaluating the Coverage and Depth of Latent Dirichlet Allocation Topic
Model in Comparison with Human Coding of Qualitative Data: The Case
of Education Research},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {473--490},
year = {2023},
url = {https://doi.org/10.3390/make5020029},
doi = {10.3390/MAKE5020029},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/NandaJCZCM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/NeghawiL23,
author = {Elie Neghawi and
Yan Liu},
title = {Analysing Semi-Supervised ConvNet Model Performance with Computation
Processes},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1848--1876},
year = {2023},
url = {https://doi.org/10.3390/make5040089},
doi = {10.3390/MAKE5040089},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/NeghawiL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/Noor23,
author = {Talal H. Noor},
title = {Human Action Recognition-Based IoT Services for Emergency Response
Management},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {330--345},
year = {2023},
url = {https://doi.org/10.3390/make5010020},
doi = {10.3390/MAKE5010020},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/Noor23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/NorozniaGNAM23,
author = {Hassan Noroznia and
Majid Gandomkar and
Javad Nikoukar and
Ali Aranizadeh and
Mirpouya Mirmozaffari},
title = {A Novel Pipeline Age Evaluation: Considering Overall Condition Index
and Neural Network Based on Measured Data},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {252--268},
year = {2023},
url = {https://doi.org/10.3390/make5010016},
doi = {10.3390/MAKE5010016},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/NorozniaGNAM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/OmaeM23,
author = {Yuto Omae and
Masaya Mori},
title = {{E2H} Distance-Weighted Minimum Reference Set for Numerical and Categorical
Mixture Data and a Bayesian Swap Feature Selection Algorithm},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {109--127},
year = {2023},
url = {https://doi.org/10.3390/make5010007},
doi = {10.3390/MAKE5010007},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/OmaeM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/PinaPCLAH23,
author = {Angel Pina and
Corbin Petersheim and
Josh Cherian and
Joanna Lahey and
Gerianne Alexander and
Tracy Hammond},
title = {Using Machine Learning with Eye-Tracking Data to Predict if a Recruiter
Will Approve a Resume},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {3},
pages = {713--724},
year = {2023},
url = {https://doi.org/10.3390/make5030038},
doi = {10.3390/MAKE5030038},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/PinaPCLAH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/PlanggerAC23,
author = {Jonathan Plangger and
Mohamed M. Atia and
Hicham Chaoui},
title = {FCIoU: {A} Targeted Approach for Improving Minority Class Detection
in Semantic Segmentation Systems},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1746--1759},
year = {2023},
url = {https://doi.org/10.3390/make5040085},
doi = {10.3390/MAKE5040085},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/PlanggerAC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/QiaoWL23,
author = {Litao Qiao and
Weijia Wang and
Bill Lin},
title = {Alternative Formulations of Decision Rule Learning from Neural Networks},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {3},
pages = {937--956},
year = {2023},
url = {https://doi.org/10.3390/make5030049},
doi = {10.3390/MAKE5030049},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/QiaoWL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/RibeiroM23,
author = {Rafael Rodrigues Mendes Ribeiro and
Carlos Dias Maciel},
title = {Bayesian Network Structural Learning Using Adaptive Genetic Algorithm
with Varying Population Size},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1877--1887},
year = {2023},
url = {https://doi.org/10.3390/make5040090},
doi = {10.3390/MAKE5040090},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/RibeiroM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/RodriguezBazanSE23,
author = {Horacio Rodriguez{-}Bazan and
Grigori Sidorov and
Ponciano Jorge Escamilla{-}Ambrosio},
title = {Android Malware Classification Based on Fuzzy Hashing Visualization},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1826--1847},
year = {2023},
url = {https://doi.org/10.3390/make5040088},
doi = {10.3390/MAKE5040088},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/RodriguezBazanSE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/RodriguezRCJ23,
author = {Marcos Hern{\'{a}}ndez Rodr{\'{\i}}guez and
Luis Gonzaga Baca Ruiz and
David Criado{-}Ram{\'{o}}n and
Maria del Carmen Pegalajar Jim{\'{e}}nez},
title = {Artificial Intelligence-Based Prediction of Spanish Energy Pricing
and Its Impact on Electric Consumption},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {431--447},
year = {2023},
url = {https://doi.org/10.3390/make5020026},
doi = {10.3390/MAKE5020026},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/RodriguezRCJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/RosenbergBSSZZKBK23,
author = {Gili Rosenberg and
John Kyle Brubaker and
Martin J. A. Schuetz and
Grant Salton and
Zhihuai Zhu and
Elton Yechao Zhu and
Serdar Kadioglu and
Sima E. Borujeni and
Helmut G. Katzgraber},
title = {Explainable Artificial Intelligence Using Expressive Boolean Formulas},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1760--1795},
year = {2023},
url = {https://doi.org/10.3390/make5040086},
doi = {10.3390/MAKE5040086},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/RosenbergBSSZZKBK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/SalamonSCAPES23,
author = {Peter Salamon and
David Salamon and
Vito Adrian Cantu and
Michelle An and
Tyler Perry and
Robert A. Edwards and
Anca M. Segall},
title = {Classification Confidence in Exploratory Learning: {A} User's Guide},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {3},
pages = {803--829},
year = {2023},
url = {https://doi.org/10.3390/make5030043},
doi = {10.3390/MAKE5030043},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/SalamonSCAPES23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/SamkariAAG23,
author = {Esraa Samkari and
Muhammad Arif and
Manal Alghamdi and
Mohammed A. Al Ghamdi},
title = {Human Pose Estimation Using Deep Learning: {A} Systematic Literature
Review},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1612--1659},
year = {2023},
url = {https://doi.org/10.3390/make5040081},
doi = {10.3390/MAKE5040081},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/SamkariAAG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/SantangeloGPGC23,
author = {Omar Enzo Santangelo and
Vito Gentile and
Stefano Pizzo and
Domiziana Giordano and
Fabrizio Cedrone},
title = {Machine Learning and Prediction of Infectious Diseases: {A} Systematic
Review},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {175--198},
year = {2023},
url = {https://doi.org/10.3390/make5010013},
doi = {10.3390/MAKE5010013},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/SantangeloGPGC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/SanthanarajDMDR23,
author = {Karthik Santhanaraj and
Dinakaran Devaraj and
Ramya Mm and
Joshuva Arockia Dhanraj and
Kuppan Ramanathan},
title = {Biologically Inspired Self-Organizing Computational Model to Mimic
Infant Learning},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {491--511},
year = {2023},
url = {https://doi.org/10.3390/make5020030},
doi = {10.3390/MAKE5020030},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/SanthanarajDMDR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/SarrafK23,
author = {Saman Sarraf and
Milton Kabia},
title = {Optimal Topology of Vision Transformer for Real-Time Video Action
Recognition in an End-To-End Cloud Solution},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1320--1339},
year = {2023},
url = {https://doi.org/10.3390/make5040067},
doi = {10.3390/MAKE5040067},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/SarrafK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/SchroderZA23,
author = {Maresa Schr{\"{o}}der and
Alireza Zamanian and
Narges Ahmidi},
title = {What about the Latent Space? The Need for Latent Feature Saliency
Detection in Deep Time Series Classification},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {539--559},
year = {2023},
url = {https://doi.org/10.3390/make5020032},
doi = {10.3390/MAKE5020032},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/SchroderZA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ShihK23,
author = {Yu{-}Shan Shih and
Yi{-}Hung Kung},
title = {Tree-Structured Model with Unbiased Variable Selection and Interaction
Detection for Ranking Data},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {448--459},
year = {2023},
url = {https://doi.org/10.3390/make5020027},
doi = {10.3390/MAKE5020027},
timestamp = {Sat, 12 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/ShihK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ShuklaTT23,
author = {Amar Shukla and
Rajeev Tiwari and
Shamik Tiwari},
title = {Alzheimer's Disease Detection from Fused {PET} and {MRI} Modalities
Using an Ensemble Classifier},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {512--538},
year = {2023},
url = {https://doi.org/10.3390/make5020031},
doi = {10.3390/MAKE5020031},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/ShuklaTT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/SilvaS23,
author = {Adeilson Antonio da Silva and
Maur{\'{\i}}cio Pamplona Segundo},
title = {On Deceiving Malware Classification with Section Injection},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {144--168},
year = {2023},
url = {https://doi.org/10.3390/make5010009},
doi = {10.3390/MAKE5010009},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/SilvaS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/SkrljBL23,
author = {Blaz Skrlj and
Matej Bevec and
Nada Lavrac},
title = {Multimodal AutoML via Representation Evolution},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {1--13},
year = {2023},
url = {https://doi.org/10.3390/make5010001},
doi = {10.3390/MAKE5010001},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/SkrljBL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/SmejkalovaSRS23,
author = {Veronika Smejkalov{\'{a}} and
Radovan Sompl{\'{a}}k and
Martin Roseck{\'{y}} and
Krist{\'{\i}}na Sramkov{\'{a}}},
title = {Machine Learning Method for Changepoint Detection in Short Time Series
Data},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1407--1432},
year = {2023},
url = {https://doi.org/10.3390/make5040071},
doi = {10.3390/MAKE5040071},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/SmejkalovaSRS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/StrelceniaP23,
author = {Emilija Strelcenia and
Simant Prakoonwit},
title = {A Survey on {GAN} Techniques for Data Augmentation to Address the
Imbalanced Data Issues in Credit Card Fraud Detection},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {304--329},
year = {2023},
url = {https://doi.org/10.3390/make5010019},
doi = {10.3390/MAKE5010019},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/StrelceniaP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/SuarezB23,
author = {Evaldo Jorge Alc{\'{a}}ntara Su{\'{a}}rez and
Victor Monzon Baeza},
title = {Evaluating the Role of Machine Learning in Defense Applications and
Industry},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1557--1569},
year = {2023},
url = {https://doi.org/10.3390/make5040078},
doi = {10.3390/MAKE5040078},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/SuarezB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/SullivanL23,
author = {Robert S. Sullivan and
Luca Longo},
title = {Explaining Deep Q-Learning Experience Replay with SHapley Additive
exPlanations},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1433--1455},
year = {2023},
url = {https://doi.org/10.3390/make5040072},
doi = {10.3390/MAKE5040072},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/SullivanL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/SummersSCF23,
author = {Lucia Summers and
Alyssa N. Shallenberger and
John Cruz and
Lawrence V. Fulton},
title = {A Multi-Input Machine Learning Approach to Classifying Sex Trafficking
from Online Escort Advertisements},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {460--472},
year = {2023},
url = {https://doi.org/10.3390/make5020028},
doi = {10.3390/MAKE5020028},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/SummersSCF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/TervenER23,
author = {Juan R. Terven and
Diana Margarita C{\'{o}}rdova Esparza and
Julio{-}Alejandro Romero{-}Gonz{\'{a}}lez},
title = {A Comprehensive Review of {YOLO} Architectures in Computer Vision:
From YOLOv1 to YOLOv8 and {YOLO-NAS}},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1680--1716},
year = {2023},
url = {https://doi.org/10.3390/make5040083},
doi = {10.3390/MAKE5040083},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/TervenER23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/UbalGCS23,
author = {Cristian Ubal and
Gustavo L. Di Giorgi and
Javier E. Contreras{-}Reyes and
Rodrigo Salas},
title = {Predicting the Long-Term Dependencies in Time Series Using Recurrent
Artificial Neural Networks},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1340--1358},
year = {2023},
url = {https://doi.org/10.3390/make5040068},
doi = {10.3390/MAKE5040068},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/UbalGCS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/VivekanandanWKK23,
author = {Deepak Vivekanandan and
Samuel Wirth and
Patrick Karlbauer and
Noah Klarmann},
title = {A Reinforcement Learning Approach for Scheduling Problems with Improved
Generalization through Order Swapping},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {418--430},
year = {2023},
url = {https://doi.org/10.3390/make5020025},
doi = {10.3390/MAKE5020025},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/VivekanandanWKK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/WeipplHK23,
author = {Edgar R. Weippl and
Andreas Holzinger and
Peter Kieseberg},
title = {Special Issue "Selected Papers from {CD-MAKE} 2020 and {ARES} 2020"},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {173--174},
year = {2023},
url = {https://doi.org/10.3390/make5010012},
doi = {10.3390/MAKE5010012},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/WeipplHK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/X23,
title = {Acknowledgment to the Reviewers of Machine Learning and Knowledge
Extraction in 2022},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {171--172},
year = {2023},
url = {https://doi.org/10.3390/make5010011},
doi = {10.3390/MAKE5010011},
timestamp = {Thu, 27 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/X23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/YuanDCSWDC23,
author = {Zhaoyi Yuan and
Hao Ding and
Guoqing Chao and
Mingqiang Song and
Lei Wang and
Weiping Ding and
Dianhui Chu},
title = {A Diabetes Prediction System Based on Incomplete Fused Data Sources},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {384--399},
year = {2023},
url = {https://doi.org/10.3390/make5020023},
doi = {10.3390/MAKE5020023},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/YuanDCSWDC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ZhangSSG23,
author = {Weihang Zhang and
Ovidiu Serban and
Jiahao Sun and
Yike Guo},
title = {{IPPT4KRL:} Iterative Post-Processing Transfer for Knowledge Representation
Learning},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {43--58},
year = {2023},
url = {https://doi.org/10.3390/make5010004},
doi = {10.3390/MAKE5010004},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/ZhangSSG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ZhouWYWZ23,
author = {Qinghua Zhou and
Jiaji Wang and
Xiang Yu and
Shuihua Wang and
Yudong Zhang},
title = {A Survey of Deep Learning for Alzheimer's Disease},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {611--668},
year = {2023},
url = {https://doi.org/10.3390/make5020035},
doi = {10.3390/MAKE5020035},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/ZhouWYWZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ZhuZWZ23,
author = {Hanruo Zhu and
Ziquan Zhu and
Shuihua Wang and
Yu{-}Dong Zhang},
title = {CovC-ReDRNet: {A} Deep Learning Model for {COVID-19} Classification},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {3},
pages = {684--712},
year = {2023},
url = {https://doi.org/10.3390/make5030037},
doi = {10.3390/MAKE5030037},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/ZhuZWZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/AbeyrathnaRSH22,
author = {Dilanga Abeyrathna and
Shailabh Rauniyar and
Rajesh Kumar Sani and
Pei{-}Chi Huang},
title = {A Morphological Post-Processing Approach for Overlapped Segmentation
of Bacterial Cell Images},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {4},
pages = {1024--1041},
year = {2022},
url = {https://doi.org/10.3390/make4040052},
doi = {10.3390/MAKE4040052},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/AbeyrathnaRSH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/AngerschmidZTCH22,
author = {Alessa Angerschmid and
Jianlong Zhou and
Kevin Theuermann and
Fang Chen and
Andreas Holzinger},
title = {Fairness and Explanation in AI-Informed Decision Making},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {2},
pages = {556--579},
year = {2022},
url = {https://doi.org/10.3390/make4020026},
doi = {10.3390/MAKE4020026},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/AngerschmidZTCH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ApostolopoulosATG22,
author = {Ioannis D. Apostolopoulos and
Ifigeneia Athanasoula and
Mpesi Tzani and
Peter P. Groumpos},
title = {An Explainable Deep Learning Framework for Detecting and Localising
Smoke and Fire Incidents: Evaluation of Grad-CAM++ and {LIME}},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {4},
pages = {1124--1135},
year = {2022},
url = {https://doi.org/10.3390/make4040057},
doi = {10.3390/MAKE4040057},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/ApostolopoulosATG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ApostolopoulosPPA22,
author = {Ioannis D. Apostolopoulos and
Nikolaos I. Papandrianos and
Elpiniki I. Papageorgiou and
Dimitris J. Apostolopoulos},
title = {Artificial Intelligence Methods for Identifying and Localizing Abnormal
Parathyroid Glands: {A} Review Study},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {4},
pages = {814--826},
year = {2022},
url = {https://doi.org/10.3390/make4040040},
doi = {10.3390/MAKE4040040},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/ApostolopoulosPPA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ArenasDL22,
author = {M{\'{o}}nica P. Arenas and
H{\"{u}}seyin Demirci and
Gabriele Lenzini},
title = {An Analysis of Cholesteric Spherical Reflector Identifiers for Object
Authenticity Verification},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {1},
pages = {222--239},
year = {2022},
url = {https://doi.org/10.3390/make4010010},
doi = {10.3390/MAKE4010010},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/ArenasDL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/AsherLPR22,
author = {Nicholas Asher and
Lucas de Lara and
Soumya Paul and
Chris Russell},
title = {Counterfactual Models for Fair and Adequate Explanations},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {2},
pages = {316--349},
year = {2022},
url = {https://doi.org/10.3390/make4020014},
doi = {10.3390/MAKE4020014},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/AsherLPR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/BakerZH22,
author = {Nermeen Abou Baker and
Nico Zengeler and
Uwe Handmann},
title = {A Transfer Learning Evaluation of Deep Neural Networks for Image Classification},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {1},
pages = {22--41},
year = {2022},
url = {https://doi.org/10.3390/make4010002},
doi = {10.3390/MAKE4010002},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/BakerZH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/BluteauGIP22,
author = {Ryan Bluteau and
Robin Gras and
Zachary Innes and
Mitchel Paulin},
title = {Lottery Ticket Structured Node Pruning for Tabular Datasets},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {4},
pages = {954--967},
year = {2022},
url = {https://doi.org/10.3390/make4040048},
doi = {10.3390/MAKE4040048},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/BluteauGIP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ChadyiwaKS22,
author = {Martha Chadyiwa and
Juliana Kagura and
Aimee Stewart},
title = {Investigating Machine Learning Applications in the Prediction of Occupational
Injuries in South African National Parks},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {3},
pages = {768--778},
year = {2022},
url = {https://doi.org/10.3390/make4030037},
doi = {10.3390/MAKE4030037},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/ChadyiwaKS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ChakravarthyASC22,
author = {Adithi D. Chakravarthy and
Dilanga Abeyrathna and
Mahadevan Subramaniam and
Parvathi Chundi and
Venkataramana Gadhamshetty},
title = {Semantic Image Segmentation Using Scant Pixel Annotations},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {3},
pages = {621--640},
year = {2022},
url = {https://doi.org/10.3390/make4030029},
doi = {10.3390/MAKE4030029},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/ChakravarthyASC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ChikkankodL22,
author = {Arjun Vinayak Chikkankod and
Luca Longo},
title = {On the Dimensionality and Utility of Convolutional Autoencoder's Latent
Space Trained with Topology-Preserving Spectral {EEG} Head-Maps},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {4},
pages = {1042--1064},
year = {2022},
url = {https://doi.org/10.3390/make4040053},
doi = {10.3390/MAKE4040053},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/ChikkankodL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/CunhaR22,
author = {Lu{\'{\i}}s Filipe Costa Cunha and
Jos{\'{e}} Carlos Ramalho},
title = {{NER} in Archival Finding Aids: Extended},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {1},
pages = {42--65},
year = {2022},
url = {https://doi.org/10.3390/make4010003},
doi = {10.3390/MAKE4010003},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/CunhaR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/EppStobbeTK22,
author = {Amarah Epp{-}Stobbe and
Ming{-}Chang Tsai and
Marc Klimstra},
title = {Comparison of Imputation Methods for Missing Rate of Perceived Exertion
Data in Rugby},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {4},
pages = {827--838},
year = {2022},
url = {https://doi.org/10.3390/make4040041},
doi = {10.3390/MAKE4040041},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/EppStobbeTK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/FernerW22,
author = {Cornelia Ferner and
Stefan Wegenkittl},
title = {Benefits from Variational Regularization in Language Models},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {2},
pages = {542--555},
year = {2022},
url = {https://doi.org/10.3390/make4020025},
doi = {10.3390/MAKE4020025},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/FernerW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/FischerBSFTH22,
author = {Felix Fischer and
Alexander Birk and
Peter Somers and
Karsten Frenner and
Cristina Tar{\'{\i}}n and
Alois Herkommer},
title = {FeaSel-Net: {A} Recursive Feature Selection Callback in Neural Networks},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {4},
pages = {968--993},
year = {2022},
url = {https://doi.org/10.3390/make4040049},
doi = {10.3390/MAKE4040049},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/FischerBSFTH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/Garcia-RamirezC22,
author = {Ivan{-}Alejandro Garcia{-}Ramirez and
Arturo Calderon{-}Mora and
Andres Mendez{-}Vazquez and
Susana Ortega{-}Cisneros and
Iv{\'{a}}n Reyes{-}Amezcua},
title = {A Novel Framework for Fast Feature Selection Based on Multi-Stage
Correlation Measures},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {1},
pages = {131--149},
year = {2022},
url = {https://doi.org/10.3390/make4010007},
doi = {10.3390/MAKE4010007},
timestamp = {Mon, 29 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/Garcia-RamirezC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/GromovaE22,
author = {Kseniia Gromova and
Vinayak Elangovan},
title = {Automatic Extraction of Medication Information from Cylindrically
Distorted Pill Bottle Labels},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {4},
pages = {852--864},
year = {2022},
url = {https://doi.org/10.3390/make4040043},
doi = {10.3390/MAKE4040043},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/GromovaE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/GurinaE22,
author = {Anastasia Gurina and
Vladimir Eliseev},
title = {Quality Criteria and Method of Synthesis for Adversarial Attack-Resistant
Classifiers},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {2},
pages = {519--541},
year = {2022},
url = {https://doi.org/10.3390/make4020024},
doi = {10.3390/MAKE4020024},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/GurinaE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/HassanpourRG22,
author = {Mehdi Hassanpour and
Marc Riera and
Antonio Gonz{\'{a}}lez},
title = {A Survey of Near-Data Processing Architectures for Neural Networks},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {1},
pages = {66--102},
year = {2022},
url = {https://doi.org/10.3390/make4010004},
doi = {10.3390/MAKE4010004},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/HassanpourRG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/HorikawaTEOHI22,
author = {Tomonari Horikawa and
Munenori Takahashi and
Masaki Endo and
Shigeyoshi Ohno and
Masaharu Hirota and
Hiroshi Ishikawa},
title = {Estimating the Best Time to View Cherry Blossoms Using Time-Series
Forecasting Method},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {2},
pages = {418--431},
year = {2022},
url = {https://doi.org/10.3390/make4020018},
doi = {10.3390/MAKE4020018},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/HorikawaTEOHI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/Hutsebaut-Buysse22,
author = {Matthias Hutsebaut{-}Buysse and
Kevin Mets and
Steven Latr{\'{e}}},
title = {Hierarchical Reinforcement Learning: {A} Survey and Open Research
Challenges},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {1},
pages = {172--221},
year = {2022},
url = {https://doi.org/10.3390/make4010009},
doi = {10.3390/MAKE4010009},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/Hutsebaut-Buysse22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/IshiiIK22,
author = {Yoshie Ishii and
Koki Iwao and
Tsuguki Kinoshita},
title = {A New Rough Set Classifier for Numerical Data Based on Reflexive and
Antisymmetric Relations},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {4},
pages = {1065--1087},
year = {2022},
url = {https://doi.org/10.3390/make4040054},
doi = {10.3390/MAKE4040054},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/IshiiIK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/IzoninTHYHS22,
author = {Ivan Izonin and
Roman Tkachenko and
Rostyslav Holoven and
Kyrylo Yemets and
Myroslav Havryliuk and
Shishir Kumar Shandilya},
title = {SGD-Based Cascade Scheme for Higher Degrees Wiener Polynomial Approximation
of Large Biomedical Datasets},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {4},
pages = {1088--1106},
year = {2022},
url = {https://doi.org/10.3390/make4040055},
doi = {10.3390/MAKE4040055},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/IzoninTHYHS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/KieferHS22,
author = {Sebastian Kiefer and
Mareike Hoffmann and
Ute Schmid},
title = {Semantic Interactive Learning for Text Classification: {A} Constructive
Approach for Contextual Interactions},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {4},
pages = {994--1010},
year = {2022},
url = {https://doi.org/10.3390/make4040050},
doi = {10.3390/MAKE4040050},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/KieferHS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/KurniawanEKWQT22,
author = {Kabul Kurniawan and
Andreas Ekelhart and
Elmar Kiesling and
Dietmar Winkler and
Gerald Quirchmayr and
A Min Tjoa},
title = {VloGraph: {A} Virtual Knowledge Graph Framework for Distributed Security
Log Analysis},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {2},
pages = {371--396},
year = {2022},
url = {https://doi.org/10.3390/make4020016},
doi = {10.3390/MAKE4020016},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/KurniawanEKWQT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/LinardosDTK22,
author = {Vasileios Linardos and
Maria Drakaki and
Panagiotis Tzionas and
Yannis L. Karnavas},
title = {Machine Learning in Disaster Management: Recent Developments in Methods
and Applications},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {2},
pages = {446--473},
year = {2022},
url = {https://doi.org/10.3390/make4020020},
doi = {10.3390/MAKE4020020},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/LinardosDTK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/LiuC22,
author = {Youfa Liu and
Guo Chen},
title = {Real Quadratic-Form-Based Graph Pooling for Graph Neural Networks},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {3},
pages = {580--590},
year = {2022},
url = {https://doi.org/10.3390/make4030027},
doi = {10.3390/MAKE4030027},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/LiuC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/MahadevanM22,
author = {Ananth Mahadevan and
Michael Mathioudakis},
title = {Certifiable Unlearning Pipelines for Logistic Regression: An Experimental
Study},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {3},
pages = {591--620},
year = {2022},
url = {https://doi.org/10.3390/make4030028},
doi = {10.3390/MAKE4030028},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/MahadevanM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/MeznarBLS22,
author = {Sebastian Meznar and
Matej Bevec and
Nada Lavrac and
Blaz Skrlj},
title = {Ontology Completion with Graph-Based Machine Learning: {A} Comprehensive
Evaluation},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {4},
pages = {1107--1123},
year = {2022},
url = {https://doi.org/10.3390/make4040056},
doi = {10.3390/MAKE4040056},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/MeznarBLS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/MoosHASCP22,
author = {Janosch Moos and
Kay Hansel and
Hany Abdulsamad and
Svenja Stark and
Debora Clever and
Jan Peters},
title = {Robust Reinforcement Learning: {A} Review of Foundations and Recent
Advances},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {1},
pages = {276--315},
year = {2022},
url = {https://doi.org/10.3390/make4010013},
doi = {10.3390/MAKE4010013},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/MoosHASCP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/NajafiPL22,
author = {Bahareh Najafi and
Saeedeh Parsaeefard and
Alberto Leon{-}Garcia},
title = {Missing Data Estimation in Temporal Multilayer Position-Aware Graph
Neural Network {(TMP-GNN)}},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {2},
pages = {397--417},
year = {2022},
url = {https://doi.org/10.3390/make4020017},
doi = {10.3390/MAKE4020017},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/NajafiPL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/NazarovaN22,
author = {Antonina L. Nazarova and
Aiichiro Nakano},
title = {{VLA-SMILES:} Variable-Length-Array {SMILES} Descriptors in Neural
Network-Based {QSAR} Modeling},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {3},
pages = {715--737},
year = {2022},
url = {https://doi.org/10.3390/make4030034},
doi = {10.3390/MAKE4030034},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/NazarovaN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/NuntachitS22,
author = {Nontakan Nuntachit and
Prompong Sugunnasil},
title = {Do We Need a Specific Corpus and Multiple High-Performance GPUs for
Training the {BERT} Model? An Experiment on {COVID-19} Dataset},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {3},
pages = {641--664},
year = {2022},
url = {https://doi.org/10.3390/make4030030},
doi = {10.3390/MAKE4030030},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/NuntachitS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/NutiCR22,
author = {Giuseppe Nuti and
Andreea{-}Ingrid Cross and
Philipp Rindler},
title = {Evidence-Based Regularization for Neural Networks},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {4},
pages = {1011--1023},
year = {2022},
url = {https://doi.org/10.3390/make4040051},
doi = {10.3390/MAKE4040051},
timestamp = {Tue, 21 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/NutiCR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/Office22,
title = {Acknowledgment to Reviewers of Machine Learning and Knowledge Extraction
in 2021},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {1},
pages = {103--104},
year = {2022},
url = {https://doi.org/10.3390/make4010005},
doi = {10.3390/MAKE4010005},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/Office22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/PereraNDE22,
author = {Nadeesha Perera and
Thi Thuy Linh Nguyen and
Matthias Dehmer and
Frank Emmert{-}Streib},
title = {Comparison of Text Mining Models for Food and Dietary Constituent
Named-Entity Recognition},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {1},
pages = {254--275},
year = {2022},
url = {https://doi.org/10.3390/make4010012},
doi = {10.3390/MAKE4010012},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/PereraNDE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/PetrescuM22,
author = {Laura Petrescu and
Iren{-}Adelina Moldovan},
title = {Prospective Neural Network Model for Seismic Precursory Signal Detection
in Geomagnetic Field Records},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {4},
pages = {912--923},
year = {2022},
url = {https://doi.org/10.3390/make4040046},
doi = {10.3390/MAKE4040046},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/PetrescuM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/PeykaniEMJK22,
author = {Pejman Peykani and
Fatemeh Sadat Seyed Esmaeili and
Mirpouya Mirmozaffari and
Armin Jabbarzadeh and
Mohammad Khamechian},
title = {Input/Output Variables Selection in Data Envelopment Analysis: {A}
Shannon Entropy Approach},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {3},
pages = {688--699},
year = {2022},
url = {https://doi.org/10.3390/make4030032},
doi = {10.3390/MAKE4030032},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/PeykaniEMJK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/RajabiG22,
author = {Amirarsalan Rajabi and
{\"{O}}zlem {\"{O}}zmen Garibay},
title = {TabFairGAN: Fair Tabular Data Generation with Generative Adversarial
Networks},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {2},
pages = {488--501},
year = {2022},
url = {https://doi.org/10.3390/make4020022},
doi = {10.3390/MAKE4020022},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/RajabiG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/RousselBN22,
author = {Cedric Roussel and
Klaus B{\"{o}}hm and
Pascal Neis},
title = {Sensor Fusion for Occupancy Estimation: {A} Study Using Multiple Lecture
Rooms in a Complex Building},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {3},
pages = {803--813},
year = {2022},
url = {https://doi.org/10.3390/make4030039},
doi = {10.3390/MAKE4030039},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/RousselBN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/SantosoWSW22,
author = {Agus Santoso and
Fransisco Danang Wijaya and
Noor Akhmad Setiawan and
Joko Waluyo},
title = {Data Mining Algorithms for Operating Pressure Forecasting of Crude
Oil Distribution Pipelines to Identify Potential Blockages},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {3},
pages = {700--714},
year = {2022},
url = {https://doi.org/10.3390/make4030033},
doi = {10.3390/MAKE4030033},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/SantosoWSW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/SarantiHMTGKPAH22,
author = {Anna Saranti and
Miroslav Hudec and
Erika Min{\'{a}}rikov{\'{a}} and
Zdenko Tak{\'{a}}c and
Udo Gro{\ss}schedl and
Christoph Koch and
Bastian Pfeifer and
Alessa Angerschmid and
Andreas Holzinger},
title = {Actionable Explainable {AI} (AxAI): {A} Practical Example with Aggregation
Functions for Adaptive Classification and Textual Explanations for
Interpretable Machine Learning},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {4},
pages = {924--953},
year = {2022},
url = {https://doi.org/10.3390/make4040047},
doi = {10.3390/MAKE4040047},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/SarantiHMTGKPAH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/SchmidtKH22,
author = {Austin Schmidt and
Md Wasi Ul Kabir and
Md. Tamjidul Hoque},
title = {Machine Learning Based Restaurant Sales Forecasting},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {1},
pages = {105--130},
year = {2022},
url = {https://doi.org/10.3390/make4010006},
doi = {10.3390/MAKE4010006},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/SchmidtKH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ShahriariRF22,
author = {Mostafa Shahriari and
Rudolf Ramler and
Lukas Fischer},
title = {How Do Deep-Learning Framework Versions Affect the Reproducibility
of Neural Network Models?},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {4},
pages = {888--911},
year = {2022},
url = {https://doi.org/10.3390/make4040045},
doi = {10.3390/MAKE4040045},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/ShahriariRF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/SiddiquiDVS22,
author = {Nyle Siddiqui and
Rushit Dave and
Mounika Vanamala and
Naeem Seliya},
title = {Machine and Deep Learning Applications to Mouse Dynamics for Continuous
User Authentication},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {2},
pages = {502--518},
year = {2022},
url = {https://doi.org/10.3390/make4020023},
doi = {10.3390/MAKE4020023},
timestamp = {Sun, 22 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/SiddiquiDVS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/SinghSKG22,
author = {Arashdeep Singh and
Jashandeep Singh and
Ariba Khan and
Amar Gupta},
title = {Developing a Novel Fair-Loan Classifier through a Multi-Sensitive
Debiasing Pipeline: DualFair},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {1},
pages = {240--253},
year = {2022},
url = {https://doi.org/10.3390/make4010011},
doi = {10.3390/MAKE4010011},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/SinghSKG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/SobienHKKF22,
author = {Daniel Sobien and
Erik Higgins and
Justin Krometis and
Justin Kauffman and
Laura J. Freeman},
title = {Improving Deep Learning for Maritime Remote Sensing through Data Augmentation
and Latent Space},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {3},
pages = {665--687},
year = {2022},
url = {https://doi.org/10.3390/make4030031},
doi = {10.3390/MAKE4030031},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/SobienHKKF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/StadtlerBR22,
author = {Scarlet Stadtler and
Clara Betancourt and
Ribana Roscher},
title = {Explainable Machine Learning Reveals Capabilities, Redundancy, and
Limitations of a Geospatial Air Quality Benchmark Dataset},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {1},
pages = {150--171},
year = {2022},
url = {https://doi.org/10.3390/make4010008},
doi = {10.3390/MAKE4010008},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/StadtlerBR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/TamouBN22,
author = {Abdelouahid Ben Tamou and
Abdesslam Benzinou and
Kamal Nasreddine},
title = {Live Fish Species Classification in Underwater Images by Using Convolutional
Neural Networks Based on Incremental Learning with Knowledge Distillation
Loss},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {3},
pages = {753--767},
year = {2022},
url = {https://doi.org/10.3390/make4030036},
doi = {10.3390/MAKE4030036},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/TamouBN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/Tasche22,
author = {Dirk Tasche},
title = {Factorizable Joint Shift in Multinomial Classification},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {3},
pages = {779--802},
year = {2022},
url = {https://doi.org/10.3390/make4030038},
doi = {10.3390/MAKE4030038},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/Tasche22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/TayehAMS22,
author = {Tareq Tayeh and
Sulaiman A. Aburakhia and
Ryan Myers and
Abdallah Shami},
title = {An Attention-Based ConvLSTM Autoencoder with Dynamic Thresholding
for Unsupervised Anomaly Detection in Multivariate Time Series},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {2},
pages = {350--370},
year = {2022},
url = {https://doi.org/10.3390/make4020015},
doi = {10.3390/MAKE4020015},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/TayehAMS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/Thango22,
author = {Bonginkosi A. Thango},
title = {On the Application of Artificial Neural Network for Classification
of Incipient Faults in Dissolved Gas Analysis of Power Transformers},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {4},
pages = {839--851},
year = {2022},
url = {https://doi.org/10.3390/make4040042},
doi = {10.3390/MAKE4040042},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/Thango22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/TsokanasPS22,
author = {Nikolaos Tsokanas and
Roland Pastorino and
Bozidar Stojadinovic},
title = {A Comparison of Surrogate Modeling Techniques for Global Sensitivity
Analysis in Hybrid Simulation},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {1},
pages = {1--21},
year = {2022},
url = {https://doi.org/10.3390/make4010001},
doi = {10.3390/MAKE4010001},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/TsokanasPS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/YangWSEH22,
author = {Tong Yang and
Yifei Wang and
Long Sha and
Jan Engelbrecht and
Pengyu Hong},
title = {Knowledgebra: An Algebraic Learning Framework for Knowledge Graph},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {2},
pages = {432--445},
year = {2022},
url = {https://doi.org/10.3390/make4020019},
doi = {10.3390/MAKE4020019},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/YangWSEH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/Zhang22,
author = {Jialin Zhang},
title = {Entropic Statistics: Concept, Estimation, and Application in Machine
Learning and Knowledge Extraction},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {4},
pages = {865--887},
year = {2022},
url = {https://doi.org/10.3390/make4040044},
doi = {10.3390/MAKE4040044},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/Zhang22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ZunicCS22,
author = {Anastazia Zunic and
Padraig Corcoran and
Irena Spasic},
title = {The Case of Aspect in Sentiment Analysis: Seeking Attention or Co-Dependency?},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {2},
pages = {474--487},
year = {2022},
url = {https://doi.org/10.3390/make4020021},
doi = {10.3390/MAKE4020021},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/ZunicCS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/Abdel-KarimBH21,
author = {Benjamin M. Abdel{-}Karim and
Alexander Benlian and
Oliver Hinz},
title = {The Predictive Value of Data from Virtual Investment Communities},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {1},
pages = {1--13},
year = {2021},
url = {https://doi.org/10.3390/make3010001},
doi = {10.3390/MAKE3010001},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/Abdel-KarimBH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/AlexakosKDT21,
author = {Christos T. Alexakos and
Yannis L. Karnavas and
Maria Drakaki and
Ioannis A. Tziafettas},
title = {A Combined Short Time Fourier Transform and Image Classification Transformer
Model for Rolling Element Bearings Fault Diagnosis in Electric Motors},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {1},
pages = {228--242},
year = {2021},
url = {https://doi.org/10.3390/make3010011},
doi = {10.3390/MAKE3010011},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/AlexakosKDT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/AnjomshoaaC21,
author = {Amin Anjomshoaa and
Edward Curry},
title = {Transfer Learning in Smart Environments},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {2},
pages = {318--332},
year = {2021},
url = {https://doi.org/10.3390/make3020016},
doi = {10.3390/MAKE3020016},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/AnjomshoaaC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/Bhattacharya21,
author = {Ayan Bhattacharya},
title = {Hardness of Learning in Rich Environments and Some Consequences for
Financial Markets},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {2},
pages = {467--480},
year = {2021},
url = {https://doi.org/10.3390/make3020024},
doi = {10.3390/MAKE3020024},
timestamp = {Wed, 14 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/Bhattacharya21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/BuhrmesterMA21,
author = {Vanessa Buhrmester and
David M{\"{u}}nch and
Michael Arens},
title = {Analysis of Explainers of Black Box Deep Neural Networks for Computer
Vision: {A} Survey},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {4},
pages = {966--989},
year = {2021},
url = {https://doi.org/10.3390/make3040048},
doi = {10.3390/MAKE3040048},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/BuhrmesterMA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/CarrerasH21,
author = {Joaquim Carreras and
Rifat A. Hamoudi},
title = {Artificial Neural Network Analysis of Gene Expression Data Predicted
Non-Hodgkin Lymphoma Subtypes with High Accuracy},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {3},
pages = {720--739},
year = {2021},
url = {https://doi.org/10.3390/make3030036},
doi = {10.3390/MAKE3030036},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/CarrerasH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/Emmert-Streib21,
author = {Frank Emmert{-}Streib},
title = {From the Digital Data Revolution toward a Digital Society: Pervasiveness
of Artificial Intelligence},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {1},
pages = {284--298},
year = {2021},
url = {https://doi.org/10.3390/make3010014},
doi = {10.3390/MAKE3010014},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/Emmert-Streib21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/FerlesPSM21,
author = {Christos Ferles and
Yannis Papanikolaou and
Stylianos P. Savaidis and
Stelios A. Mitilineos},
title = {Deep Self-Organizing Map of Convolutional Layers for Clustering and
Visualizing Image Data},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {4},
pages = {879--899},
year = {2021},
url = {https://doi.org/10.3390/make3040044},
doi = {10.3390/MAKE3040044},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/FerlesPSM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/FischerEGRSZBKM21,
author = {Lukas Fischer and
Lisa Ehrlinger and
Verena Geist and
Rudolf Ramler and
Florian Sobieczky and
Werner Zellinger and
David Brunner and
Mohit Kumar and
Bernhard Moser},
title = {{AI} System Engineering - Key Challenges and Lessons Learned},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {1},
pages = {56--83},
year = {2021},
url = {https://doi.org/10.3390/make3010004},
doi = {10.3390/MAKE3010004},
timestamp = {Tue, 01 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/FischerEGRSZBKM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/GrazianiLMDA21,
author = {Mara Graziani and
Thomas Lompech and
Henning M{\"{u}}ller and
Adrien Depeursinge and
Vincent Andrearczyk},
title = {On the Scale Invariance in State of the Art CNNs Trained on ImageNet},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {2},
pages = {374--391},
year = {2021},
url = {https://doi.org/10.3390/make3020019},
doi = {10.3390/MAKE3020019},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/GrazianiLMDA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/HillebrandBBS21,
author = {Lars Patrick Hillebrand and
David Biesner and
Christian Bauckhage and
Rafet Sifa},
title = {Interpretable Topic Extraction and Word Embedding Learning Using Non-Negative
Tensor {DEDICOM}},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {1},
pages = {123--167},
year = {2021},
url = {https://doi.org/10.3390/make3010007},
doi = {10.3390/MAKE3010007},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/HillebrandBBS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/HorvatJB21,
author = {Marko Horvat and
Alan Jovic and
Kristijan Burnik},
title = {Assessing the Robustness of Cluster Solutions in Emotionally-Annotated
Pictures Using Monte-Carlo Simulation Stabilized K-Means Algorithm},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {2},
pages = {435--452},
year = {2021},
url = {https://doi.org/10.3390/make3020022},
doi = {10.3390/MAKE3020022},
timestamp = {Mon, 30 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/HorvatJB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/HughesFWS21,
author = {Callum Hughes and
Maxim Filimonov and
Alison Wray and
Irena Spasic},
title = {Leaving No Stone Unturned: Flexible Retrieval of Idiomatic Expressions
from a Large Text Corpus},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {1},
pages = {263--283},
year = {2021},
url = {https://doi.org/10.3390/make3010013},
doi = {10.3390/MAKE3010013},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/HughesFWS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/KaraH21,
author = {Ali Can Kara and
Firat Hardala{\c{c}}},
title = {Detection and Classification of Knee Injuries from {MR} Images Using
the MRNet Dataset with Progressively Operating Deep Learning Methods},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {4},
pages = {1009--1029},
year = {2021},
url = {https://doi.org/10.3390/make3040050},
doi = {10.3390/MAKE3040050},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/KaraH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/KhosrojerdiGV21,
author = {Farhad Khosrojerdi and
St{\'{e}}phane Gagnon and
Raul Valverde},
title = {Proposing an Ontology Model for Planning Photovoltaic Systems},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {3},
pages = {582--600},
year = {2021},
url = {https://doi.org/10.3390/make3030030},
doi = {10.3390/MAKE3030030},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/KhosrojerdiGV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/KimABFGZMRSYC21,
author = {Mi{-}Young Kim and
Shahin Atakishiyev and
Housam Khalifa Bashier Babiker and
Nawshad Farruque and
Randy Goebel and
Osmar R. Za{\"{\i}}ane and
Mohammad H. Motallebi and
Juliano Rabelo and
Talat Iqba Syed and
Hengshuai Yao and
Peter Chun},
title = {A Multi-Component Framework for the Analysis and Design of Explainable
Artificial Intelligence},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {4},
pages = {900--921},
year = {2021},
url = {https://doi.org/10.3390/make3040045},
doi = {10.3390/MAKE3040045},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/KimABFGZMRSYC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/KnapicMSF21,
author = {Samanta Knapic and
Avleen Malhi and
Rohit Saluja and
Kary Fr{\"{a}}mling},
title = {Explainable Artificial Intelligence for Human Decision Support System
in the Medical Domain},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {3},
pages = {740--770},
year = {2021},
url = {https://doi.org/10.3390/make3030037},
doi = {10.3390/MAKE3030037},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/KnapicMSF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/LakshikaC21,
author = {M. V. P. T. Lakshika and
H. A. Caldera},
title = {Knowledge Graphs Representation for Event-Related E-News Articles},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {4},
pages = {802--818},
year = {2021},
url = {https://doi.org/10.3390/make3040040},
doi = {10.3390/MAKE3040040},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/LakshikaC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/LinZP21,
author = {Hongbin Lin and
Wu Zheng and
Xiuping Peng},
title = {Orientation-Encoding {CNN} for Point Cloud Classification and Segmentation},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {3},
pages = {601--614},
year = {2021},
url = {https://doi.org/10.3390/make3030031},
doi = {10.3390/MAKE3030031},
timestamp = {Mon, 25 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/LinZP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/LoY21,
author = {Shaw{-}Hwa Lo and
Yiqiao Yin},
title = {Language Semantics Interpretation with an Interaction-Based Recurrent
Neural Network},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {4},
pages = {922--945},
year = {2021},
url = {https://doi.org/10.3390/make3040046},
doi = {10.3390/MAKE3040046},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/LoY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/MalakarGGCRBR21,
author = {Sourav Malakar and
Saptarsi Goswami and
Bhaswati Ganguli and
Amlan Chakrabarti and
Sugata Sen Roy and
K. Boopathi and
A. G. Rangaraj},
title = {A Novel Feature Representation for Prediction of Global Horizontal
Irradiance Using a Bidirectional Model},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {4},
pages = {946--965},
year = {2021},
url = {https://doi.org/10.3390/make3040047},
doi = {10.3390/MAKE3040047},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/MalakarGGCRBR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ManzoP21,
author = {Mario Manzo and
Simone Pellino},
title = {Voting in Transfer Learning System for Ground-Based Cloud Classification},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {3},
pages = {542--553},
year = {2021},
url = {https://doi.org/10.3390/make3030028},
doi = {10.3390/MAKE3030028},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/ManzoP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/MayrYV21,
author = {Franz Mayr and
Sergio Yovine and
Ramiro Visca},
title = {Property Checking with Interpretable Error Characterization for Recurrent
Neural Networks},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {1},
pages = {205--227},
year = {2021},
url = {https://doi.org/10.3390/make3010010},
doi = {10.3390/MAKE3010010},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/MayrYV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/MichelucciV21,
author = {Umberto Michelucci and
Francesca Venturini},
title = {Estimating Neural Network's Performance with Bootstrap: {A} Tutorial},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {2},
pages = {357--373},
year = {2021},
url = {https://doi.org/10.3390/make3020018},
doi = {10.3390/MAKE3020018},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/MichelucciV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/NingZHHZ21,
author = {Keqing Ning and
Zhihao Zhang and
Kai Han and
Siyu Han and
Xiqing Zhang},
title = {Single-Core Multiscale Residual Network for the Super Resolution of
Liquid Metal Specimen Images},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {2},
pages = {453--466},
year = {2021},
url = {https://doi.org/10.3390/make3020023},
doi = {10.3390/MAKE3020023},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/NingZHHZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/OnoufriouML21,
author = {George Onoufriou and
Paul Mayfield and
Georgios Leontidis},
title = {Fully Homomorphically Encrypted Deep Learning as a Service},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {4},
pages = {819--834},
year = {2021},
url = {https://doi.org/10.3390/make3040041},
doi = {10.3390/MAKE3040041},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/OnoufriouML21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/PapadopoulosAHP21,
author = {Pavlos Papadopoulos and
Will Abramson and
Adam J. Hall and
Nikolaos Pitropakis and
William J. Buchanan},
title = {Privacy and Trust Redefined in Federated Machine Learning},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {2},
pages = {333--356},
year = {2021},
url = {https://doi.org/10.3390/make3020017},
doi = {10.3390/MAKE3020017},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/PapadopoulosAHP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/PickensS21,
author = {Adam Pickens and
Saptarshi Sengupta},
title = {Benchmarking Studies Aimed at Clustering and Classification Tasks
Using K-Means, Fuzzy C-Means and Evolutionary Neural Networks},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {3},
pages = {695--719},
year = {2021},
url = {https://doi.org/10.3390/make3030035},
doi = {10.3390/MAKE3030035},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/PickensS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/PirovanoHBLB21,
author = {Antoine Pirovano and
Hippolyte Heuberger and
Sylvain Berlemont and
Sa{\"{\i}}d Ladjal and
Isabelle Bloch},
title = {Automatic Feature Selection for Improved Interpretability on Whole
Slide Imaging},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {1},
pages = {243--262},
year = {2021},
url = {https://doi.org/10.3390/make3010012},
doi = {10.3390/MAKE3010012},
timestamp = {Tue, 13 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/PirovanoHBLB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/Rasheed21,
author = {Saim Rasheed},
title = {A Review of the Role of Machine Learning Techniques towards Brain-Computer
Interface Applications},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {4},
pages = {835--862},
year = {2021},
url = {https://doi.org/10.3390/make3040042},
doi = {10.3390/MAKE3040042},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/Rasheed21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ReshniakW21,
author = {Viktor Reshniak and
Clayton G. Webster},
title = {Robust Learning with Implicit Residual Networks},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {1},
pages = {34--55},
year = {2021},
url = {https://doi.org/10.3390/make3010003},
doi = {10.3390/MAKE3010003},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/ReshniakW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/RongvedSHTMZJRH21,
author = {Olav A. Norg{\aa}rd Rongved and
Markus Stige and
Steven Alexander Hicks and
Vajira Lasantha Thambawita and
Cise Midoglu and
Evi Zouganeli and
Dag Johansen and
Michael Alexander Riegler and
P{\aa}l Halvorsen},
title = {Automated Event Detection and Classification in Soccer: The Potential
of Using Multiple Modalities},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {4},
pages = {1030--1054},
year = {2021},
url = {https://doi.org/10.3390/make3040051},
doi = {10.3390/MAKE3040051},
timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/RongvedSHTMZJRH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/RothYXWX21,
author = {Holger R. Roth and
Dong Yang and
Ziyue Xu and
Xiaosong Wang and
Daguang Xu},
title = {Going to Extremes: Weakly Supervised Medical Image Segmentation},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {2},
pages = {507--524},
year = {2021},
url = {https://doi.org/10.3390/make3020026},
doi = {10.3390/MAKE3020026},
timestamp = {Tue, 19 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/RothYXWX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/SchrempfWPPMMHO21,
author = {Patrick Schrempf and
Hannah Watson and
Eunsoo Park and
Maciej Pajak and
Hamish MacKinnon and
Keith W. Muir and
David Harris{-}Birtill and
Alison Q. O'Neil},
title = {Templated Text Synthesis for Expert-Guided Multi-Label Extraction
from Radiology Reports},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {2},
pages = {299--317},
year = {2021},
url = {https://doi.org/10.3390/make3020015},
doi = {10.3390/MAKE3020015},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/SchrempfWPPMMHO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/SejrSA21,
author = {Jonas Herskind Sejr and
Peter Schneider{-}Kamp and
Naeem Ayoub},
title = {Surrogate Object Detection Explainer (SODEx) with YOLOv4 and {LIME}},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {3},
pages = {662--671},
year = {2021},
url = {https://doi.org/10.3390/make3030033},
doi = {10.3390/MAKE3030033},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/SejrSA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/SenMC21,
author = {Rikta Sen and
Ashis Kumar Mandal and
Basabi Chakraborty},
title = {A Critical Study on Stability Measures of Feature Selection with a
Novel Extension of Lustgarten Index},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {4},
pages = {771--787},
year = {2021},
url = {https://doi.org/10.3390/make3040038},
doi = {10.3390/MAKE3040038},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/SenMC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ShinILS21,
author = {Kilho Shin and
Taichi Ishikawa and
Yu{-}Lu Liu and
David Lawrence Shepard},
title = {Learning {DOM} Trees of Web Pages by Subpath Kernel and Detecting
Fake e-Commerce Sites},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {1},
pages = {95--122},
year = {2021},
url = {https://doi.org/10.3390/make3010006},
doi = {10.3390/MAKE3010006},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/ShinILS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/StuderBDHWPM21,
author = {Stefan Studer and
Thanh Binh Bui and
Christian Drescher and
Alexander Hanuschkin and
Ludwig Winkler and
Steven Peters and
Klaus{-}Robert M{\"{u}}ller},
title = {Towards {CRISP-ML(Q):} {A} Machine Learning Process Model with Quality
Assurance Methodology},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {2},
pages = {392--413},
year = {2021},
url = {https://doi.org/10.3390/make3020020},
doi = {10.3390/MAKE3020020},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/StuderBDHWPM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/TangM21,
author = {Lizhen Tang and
Qusay H. Mahmoud},
title = {A Survey of Machine Learning-Based Solutions for Phishing Website
Detection},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {3},
pages = {672--694},
year = {2021},
url = {https://doi.org/10.3390/make3030034},
doi = {10.3390/MAKE3030034},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/TangM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ThrunUB21,
author = {Michael C. Thrun and
Alfred Ultsch and
Lutz Breuer},
title = {Explainable {AI} Framework for Multivariate Hydrochemical Time Series},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {1},
pages = {170--204},
year = {2021},
url = {https://doi.org/10.3390/make3010009},
doi = {10.3390/MAKE3010009},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/ThrunUB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ValandKHTMKJRH21,
author = {Joakim Olav Valand and
Haris Kadragic and
Steven Alexander Hicks and
Vajira Lasantha Thambawita and
Cise Midoglu and
Tomas Kupka and
Dag Johansen and
Michael Alexander Riegler and
P{\aa}l Halvorsen},
title = {AI-Based Video Clipping of Soccer Events},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {4},
pages = {990--1008},
year = {2021},
url = {https://doi.org/10.3390/make3040049},
doi = {10.3390/MAKE3040049},
timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/ValandKHTMKJRH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ViloneL21,
author = {Giulia Vilone and
Luca Longo},
title = {Classification of Explainable Artificial Intelligence Methods through
Their Output Formats},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {3},
pages = {615--661},
year = {2021},
url = {https://doi.org/10.3390/make3030032},
doi = {10.3390/MAKE3030032},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/ViloneL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/WeiTBCB21,
author = {Yu Wei and
Matthew P. Thompson and
Erin J. Belval and
David E. Calkin and
Jude Bayham},
title = {Understand Daily Fire Suppression Resource Ordering and Assignment
Patterns by Unsupervised Learning},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {1},
pages = {14--33},
year = {2021},
url = {https://doi.org/10.3390/make3010002},
doi = {10.3390/MAKE3010002},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/WeiTBCB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/WhataC21,
author = {Albert Whata and
Charles Chimedza},
title = {A Machine Learning Evaluation of the Effects of South Africa's {COVID-19}
Lockdown Measures on Population Mobility},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {2},
pages = {481--506},
year = {2021},
url = {https://doi.org/10.3390/make3020025},
doi = {10.3390/MAKE3020025},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/WhataC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/X21,
title = {Acknowledgment to Reviewers of {MAKE} in 2020},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {1},
pages = {168--169},
year = {2021},
url = {https://doi.org/10.3390/make3010008},
doi = {10.3390/MAKE3010008},
timestamp = {Tue, 13 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/X21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/XiangF21,
author = {Xuanchen Xiang and
Simon Foo},
title = {Recent Advances in Deep Reinforcement Learning Applications for Solving
Partially Observable Markov Decision Processes {(POMDP)} Problems:
Part 1 - Fundamentals and Applications in Games, Robotics and Natural
Language Processing},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {3},
pages = {554--581},
year = {2021},
url = {https://doi.org/10.3390/make3030029},
doi = {10.3390/MAKE3030029},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/XiangF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/XiangFZ21,
author = {Xuanchen Xiang and
Simon Y. Foo and
Huanyu Zang},
title = {Recent Advances in Deep Reinforcement Learning Applications for Solving
Partially Observable Markov Decision Processes {(POMDP)} Problems
Part 2 - Applications in Transportation, Industries, Communications
and Networking and More Topics},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {4},
pages = {863--878},
year = {2021},
url = {https://doi.org/10.3390/make3040043},
doi = {10.3390/MAKE3040043},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/XiangFZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/YovineMSV21,
author = {Sergio Yovine and
Franz Mayr and
Sebasti{\'{a}}n Sosa and
Ramiro Visca},
title = {An Assessment of the Application of Private Aggregation of Ensemble
Models to Sensible Data},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {4},
pages = {788--801},
year = {2021},
url = {https://doi.org/10.3390/make3040039},
doi = {10.3390/MAKE3040039},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/YovineMSV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ZafarK21,
author = {Muhammad Rehman Zafar and
Naimul Khan},
title = {Deterministic Local Interpretable Model-Agnostic Explanations for
Stable Explainability},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {3},
pages = {525--541},
year = {2021},
url = {https://doi.org/10.3390/make3030027},
doi = {10.3390/MAKE3030027},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/ZafarK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ZhangA21,
author = {Liangfei Zhang and
Ognjen Arandjelovic},
title = {Review of Automatic Microexpression Recognition in the Past Decade},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {2},
pages = {414--434},
year = {2021},
url = {https://doi.org/10.3390/make3020021},
doi = {10.3390/MAKE3020021},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/ZhangA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ZhangLZJ21,
author = {Liang Zhang and
Jingqun Li and
Bin Zhou and
Yan Jia},
title = {Rumor Detection Based on {SAGNN:} Simplified Aggregation Graph Neural
Networks},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {1},
pages = {84--94},
year = {2021},
url = {https://doi.org/10.3390/make3010005},
doi = {10.3390/MAKE3010005},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/ZhangLZJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/AhsanGISRH20,
author = {Md. Manjurul Ahsan and
Kishor Datta Gupta and
Mohammad Maminur Islam and
Sajib Sen and
Md. Lutfar Rahman and
Mohammad Shakhawat Hossain},
title = {{COVID-19} Symptoms Detection Based on NasNetMobile with Explainable
{AI} Using Various Imaging Modalities},
journal = {Mach. Learn. Knowl. Extr.},
volume = {2},
number = {4},
pages = {490--504},
year = {2020},
url = {https://doi.org/10.3390/make2040027},
doi = {10.3390/MAKE2040027},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/AhsanGISRH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/AignerK20,
author = {Sandra Aigner and
Marco K{\"{o}}rner},
title = {The Importance of Loss Functions for Increasing the Generalization
Abilities of a Deep Learning-Based Next Frame Prediction Model for
Traffic Scenes},
journal = {Mach. Learn. Knowl. Extr.},
volume = {2},
number = {2},
pages = {78--98},
year = {2020},
url = {https://doi.org/10.3390/make2020006},
doi = {10.3390/MAKE2020006},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/AignerK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/AlawadMH20,
author = {Duaa Mohammad Alawad and
Avdesh Mishra and
Md. Tamjidul Hoque},
title = {{AIBH:} Accurate Identification of Brain Hemorrhage Using Genetic
Algorithm Based Feature Selection and Stacking},
journal = {Mach. Learn. Knowl. Extr.},
volume = {2},
number = {2},
pages = {56--77},
year = {2020},
url = {https://doi.org/10.3390/make2020005},
doi = {10.3390/MAKE2020005},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/AlawadMH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ArendsenMT20,
author = {Pim Arendsen and
Diego Marcos and
Devis Tuia},
title = {Concept Discovery for The Interpretation of Landscape Scenicness},
journal = {Mach. Learn. Knowl. Extr.},
volume = {2},
number = {4},
pages = {397--413},
year = {2020},
url = {https://doi.org/10.3390/make2040022},
doi = {10.3390/MAKE2040022},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/ArendsenMT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/BardelliRVF20,
author = {Chiara Bardelli and
Alessandro Rondinelli and
Ruggero Vecchio and
Silvia Figini},
title = {Automatic Electronic Invoice Classification Using Machine Learning
Models},
journal = {Mach. Learn. Knowl. Extr.},
volume = {2},
number = {4},
pages = {617--629},
year = {2020},
url = {https://doi.org/10.3390/make2040033},
doi = {10.3390/MAKE2040033},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/BardelliRVF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/BasM20,
author = {Elif Ecem Bas and
Mohamed A. Moustafa},
title = {Real-Time Hybrid Simulation with Deep Learning Computational Substructures:
System Validation Using Linear Specimens},
journal = {Mach. Learn. Knowl. Extr.},
volume = {2},
number = {4},
pages = {469--489},
year = {2020},
url = {https://doi.org/10.3390/make2040026},
doi = {10.3390/MAKE2040026},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/BasM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/BhattMKBRHA20,
author = {Manish Bhatt and
Avdesh Mishra and
Md Wasi Ul Kabir and
S. E. Blake{-}Gatto and
Rishav Rajendra and
Md. Tamjidul Hoque and
Irfan Ahmed},
title = {Hierarchy-Based File Fragment Classification},
journal = {Mach. Learn. Knowl. Extr.},
volume = {2},
number = {3},
pages = {216--232},
year = {2020},
url = {https://doi.org/10.3390/make2030012},
doi = {10.3390/MAKE2030012},
timestamp = {Fri, 19 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/BhattMKBRHA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/BidokiMS20,
author = {Neda Hajiakhoond Bidoki and
Alexander V. Mantzaris and
Gita Sukthankar},
title = {Exploiting Weak Ties in Incomplete Network Datasets Using Simplified
Graph Convolutional Neural Networks},
journal = {Mach. Learn. Knowl. Extr.},
volume = {2},
number = {2},
pages = {125--146},
year = {2020},
url = {https://doi.org/10.3390/make2020008},
doi = {10.3390/MAKE2020008},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/BidokiMS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/BindrisCL20,
author = {Nouf Bindris and
Nello Cristianini and
Jonathan Lawry},
title = {Claim Consistency Checking Using Soft Logic},
journal = {Mach. Learn. Knowl. Extr.},
volume = {2},
number = {3},
pages = {147--171},
year = {2020},
url = {https://doi.org/10.3390/make2030009},
doi = {10.3390/MAKE2030009},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/BindrisCL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/BreenJWAA20,
author = {Katherine H. Breen and
Scott C. James and
Joseph D. White and
Peter M. Allen and
Jeffrey G. Arnold},
title = {A Hybrid Artificial Neural Network to Estimate Soil Moisture Using
{SWAT+} and {SMAP} Data},
journal = {Mach. Learn. Knowl. Extr.},
volume = {2},
number = {3},
pages = {283--306},
year = {2020},
url = {https://doi.org/10.3390/make2030016},
doi = {10.3390/MAKE2030016},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/BreenJWAA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/CarrerasKMHTIKI20,
author = {Joaquim Carreras and
Yara Yukie Kikuti and
Masashi Miyaoka and
Shinichiro Hiraiwa and
Sakura Tomita and
Haruka Ikoma and
Yusuke Kondo and
Atsushi Ito and
Naoya Nakamura and
Rifat A. Hamoudi},
title = {Artificial Intelligence Analysis of the Gene Expression of Follicular
Lymphoma Predicted the Overall Survival and Correlated with the Immune
Microenvironment Response Signatures},
journal = {Mach. Learn. Knowl. Extr.},
volume = {2},
number = {4},
pages = {647--671},
year = {2020},
url = {https://doi.org/10.3390/make2040035},
doi = {10.3390/MAKE2040035},
timestamp = {Sat, 09 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/CarrerasKMHTIKI20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/CombeyLFH20,
author = {Th{\'{e}}o Combey and
Ant{\'{o}}nio Loison and
Maxime Faucher and
Hatem Hajri},
title = {Probabilistic Jacobian-Based Saliency Maps Attacks},
journal = {Mach. Learn. Knowl. Extr.},
volume = {2},
number = {4},
pages = {558--578},
year = {2020},
url = {https://doi.org/10.3390/make2040030},
doi = {10.3390/MAKE2040030},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/CombeyLFH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/Gencoglu20,
author = {Oguzhan Gencoglu},
title = {Large-Scale, Language-Agnostic Discourse Classification of Tweets
During {COVID-19}},
journal = {Mach. Learn. Knowl. Extr.},
volume = {2},
number = {4},
pages = {603--616},
year = {2020},
url = {https://doi.org/10.3390/make2040032},
doi = {10.3390/MAKE2040032},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/Gencoglu20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/GhanbartehraniS20,
author = {Saeed Ghanbartehrani and
Anahita Sanandaji and
Zahra Mokhtari and
Kimia Tajik},
title = {A Novel Ramp Metering Approach Based on Machine Learning and Historical
Data},
journal = {Mach. Learn. Knowl. Extr.},
volume = {2},
number = {4},
pages = {379--396},
year = {2020},
url = {https://doi.org/10.3390/make2040021},
doi = {10.3390/MAKE2040021},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/GhanbartehraniS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/GoelB20,
author = {Shakti Goel and
Rahul Bajpai},
title = {Impact of Uncertainty in the Input Variables and Model Parameters
on Predictions of a Long Short Term Memory {(LSTM)} Based Sales Forecasting
Model},
journal = {Mach. Learn. Knowl. Extr.},
volume = {2},
number = {3},
pages = {256--270},
year = {2020},
url = {https://doi.org/10.3390/make2030014},
doi = {10.3390/MAKE2030014},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/GoelB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/JosephE20,
author = {Michael Joseph and
Khaled Elleithy},
title = {Digit Recognition Based on Specialization, Decomposition and Holistic
Processing},
journal = {Mach. Learn. Knowl. Extr.},
volume = {2},
number = {3},
pages = {271--282},
year = {2020},
url = {https://doi.org/10.3390/make2030015},
doi = {10.3390/MAKE2030015},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/JosephE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/LeakeM20,
author = {Carl Leake and
Daniele Mortari},
title = {Deep Theory of Functional Connections: {A} New Method for Estimating
the Solutions of Partial Differential Equations},
journal = {Mach. Learn. Knowl. Extr.},
volume = {2},
number = {1},
pages = {37--55},
year = {2020},
url = {https://doi.org/10.3390/make2010004},
doi = {10.3390/MAKE2010004},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/LeakeM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/LiWLL20,
author = {Nannan Li and
Shengfa Wang and
Haohao Li and
Zhiyang Li},
title = {SAC-NMF-Driven Graphical Feature Analysis and Applications},
journal = {Mach. Learn. Knowl. Extr.},
volume = {2},
number = {4},
pages = {630--646},
year = {2020},
url = {https://doi.org/10.3390/make2040034},
doi = {10.3390/MAKE2040034},
timestamp = {Fri, 08 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/LiWLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/LimbergWR20,
author = {Christian Limberg and
Heiko Wersing and
Helge J. Ritter},
title = {Beyond Cross-Validation - Accuracy Estimation for Incremental and
Active Learning Models},
journal = {Mach. Learn. Knowl. Extr.},
volume = {2},
number = {3},
pages = {327--346},
year = {2020},
url = {https://doi.org/10.3390/make2030018},
doi = {10.3390/MAKE2030018},
timestamp = {Tue, 06 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/LimbergWR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/LinWHAI20,
author = {Jhih{-}Yu Lin and
Shu{-}Mei Wen and
Masaharu Hirota and
Tetsuya Araki and
Hiroshi Ishikawa},
title = {Less-Known Tourist Attraction Discovery Based on Geo-Tagged Photographs},
journal = {Mach. Learn. Knowl. Extr.},
volume = {2},
number = {4},
pages = {414--435},
year = {2020},
url = {https://doi.org/10.3390/make2040023},
doi = {10.3390/MAKE2040023},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/LinWHAI20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/LinjaHNK20,
author = {Joakim Linja and
Joonas H{\"{a}}m{\"{a}}l{\"{a}}inen and
Paavo Nieminen and
Tommi K{\"{a}}rkk{\"{a}}inen},
title = {Do Randomized Algorithms Improve the Efficiency of Minimal Learning
Machine?},
journal = {Mach. Learn. Knowl. Extr.},
volume = {2},
number = {4},
pages = {533--557},
year = {2020},
url = {https://doi.org/10.3390/make2040029},
doi = {10.3390/MAKE2040029},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/LinjaHNK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/Manzo20,
author = {Mario Manzo},
title = {Attributed Relational SIFT-Based Regions Graph: Concepts and Applications},
journal = {Mach. Learn. Knowl. Extr.},
volume = {2},
number = {3},
pages = {233--255},
year = {2020},
url = {https://doi.org/10.3390/make2030013},
doi = {10.3390/MAKE2030013},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/Manzo20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/Martinez-Tejada20,
author = {Laura Alejandra Mart{\'{\i}}nez{-}Tejada and
Yasuhisa Maruyama and
Natsue Yoshimura and
Yasuharu Koike},
title = {Analysis of Personality and {EEG} Features in Emotion Recognition
Using Machine Learning Techniques to Classify Arousal and Valence
Labels},
journal = {Mach. Learn. Knowl. Extr.},
volume = {2},
number = {2},
pages = {99--124},
year = {2020},
url = {https://doi.org/10.3390/make2020007},
doi = {10.3390/MAKE2020007},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/Martinez-Tejada20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/MostafizRIB20,
author = {Rafid Mostafiz and
Mohammad Motiur Rahman and
A. K. M. Kamrul Islam and
Saeid Belkasim},
title = {Focal Liver Lesion Detection in Ultrasound Image Using Deep Feature
Fusions and Super Resolution},
journal = {Mach. Learn. Knowl. Extr.},
volume = {2},
number = {3},
pages = {172--191},
year = {2020},
url = {https://doi.org/10.3390/make2030010},
doi = {10.3390/MAKE2030010},
timestamp = {Tue, 06 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/MostafizRIB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/MutluORG20,
author = {Ece C. Mutlu and
Toktam A. Oghaz and
Amirarsalan Rajabi and
Ivan Garibay},
title = {Review on Learning and Extracting Graph Features for Link Prediction},
journal = {Mach. Learn. Knowl. Extr.},
volume = {2},
number = {4},
pages = {672--704},
year = {2020},
url = {https://doi.org/10.3390/make2040036},
doi = {10.3390/MAKE2040036},
timestamp = {Sat, 09 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/MutluORG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/PereiraT20,
author = {Ana Pereira and
Carsten Thomas},
title = {Challenges of Machine Learning Applied to Safety-Critical Cyber-Physical
Systems},
journal = {Mach. Learn. Knowl. Extr.},
volume = {2},
number = {4},
pages = {579--602},
year = {2020},
url = {https://doi.org/10.3390/make2040031},
doi = {10.3390/MAKE2040031},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/PereiraT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/PiresBFFG20,
author = {Catarina Pires and
Mar{\'{\i}}lia Barandas and
Let{\'{\i}}cia Fernandes and
Duarte Folgado and
Hugo Gamboa},
title = {Towards Knowledge Uncertainty Estimation for Open Set Recognition},
journal = {Mach. Learn. Knowl. Extr.},
volume = {2},
number = {4},
pages = {505--532},
year = {2020},
url = {https://doi.org/10.3390/make2040028},
doi = {10.3390/MAKE2040028},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/PiresBFFG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/PitropakisKGLMK20,
author = {Nikolaos Pitropakis and
Kamil Kokot and
Dimitra Gkatzia and
Robert Ludwiniak and
Alexios Mylonas and
Miltiadis Kandias},
title = {Monitoring Users' Behavior: Anti-Immigration Speech Detection on Twitter},
journal = {Mach. Learn. Knowl. Extr.},
volume = {2},
number = {3},
pages = {192--215},
year = {2020},
url = {https://doi.org/10.3390/make2030011},
doi = {10.3390/MAKE2030011},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/PitropakisKGLMK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/RamanBN20,
author = {Natraj Raman and
Grace Bang and
Armineh Nourbakhsh},
title = {Mapping {ESG} Trends by Distant Supervision of Neural Language Models},
journal = {Mach. Learn. Knowl. Extr.},
volume = {2},
number = {4},
pages = {453--468},
year = {2020},
url = {https://doi.org/10.3390/make2040025},
doi = {10.3390/MAKE2040025},
timestamp = {Fri, 08 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/RamanBN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/RosenfieldL20,
author = {Natalia Stewart Rosenfield and
Erik Linstead},
title = {Exploring the Eating Disorder Examination Questionnaire, Clinical
Impairment Assessment, and Autism Quotient to Identify Eating Disorder
Vulnerability: {A} Cluster Analysis},
journal = {Mach. Learn. Knowl. Extr.},
volume = {2},
number = {3},
pages = {347--360},
year = {2020},
url = {https://doi.org/10.3390/make2030019},
doi = {10.3390/MAKE2030019},
timestamp = {Tue, 06 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/RosenfieldL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ShahMB20,
author = {Syed Aamir Ali Shah and
Muhammad Asif Manzoor and
Abdul Bais},
title = {Canopy Height Estimation at Landsat Resolution Using Convolutional
Neural Networks},
journal = {Mach. Learn. Knowl. Extr.},
volume = {2},
number = {1},
pages = {23--36},
year = {2020},
url = {https://doi.org/10.3390/make2010003},
doi = {10.3390/MAKE2010003},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/ShahMB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/StivaktakisTT20,
author = {Radamanthys Stivaktakis and
Grigorios Tsagkatakis and
Panagiotis Tsakalides},
title = {Semantic Predictive Coding with Arbitrated Generative Adversarial
Networks},
journal = {Mach. Learn. Knowl. Extr.},
volume = {2},
number = {3},
pages = {307--326},
year = {2020},
url = {https://doi.org/10.3390/make2030017},
doi = {10.3390/MAKE2030017},
timestamp = {Tue, 06 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/StivaktakisTT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/TamuraY20,
author = {Yoshinobu Tamura and
Shigeru Yamada},
title = {Large Scale Fault Data Analysis and {OSS} Reliability Assessment Based
on Quantification Method of the First Type},
journal = {Mach. Learn. Knowl. Extr.},
volume = {2},
number = {4},
pages = {436--452},
year = {2020},
url = {https://doi.org/10.3390/make2040024},
doi = {10.3390/MAKE2040024},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/TamuraY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/X20,
title = {Acknowledgement to Reviewers of {MAKE} in 2019},
journal = {Mach. Learn. Knowl. Extr.},
volume = {2},
number = {1},
pages = {20--22},
year = {2020},
url = {https://doi.org/10.3390/make2010002},
doi = {10.3390/MAKE2010002},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/X20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/YangM20,
author = {Kaixu Yang and
Tapabrata Maiti},
title = {Statistical Aspects of High-Dimensional Sparse Artificial Neural Network
Models},
journal = {Mach. Learn. Knowl. Extr.},
volume = {2},
number = {1},
pages = {1--19},
year = {2020},
url = {https://doi.org/10.3390/make2010001},
doi = {10.3390/MAKE2010001},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/YangM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/Zemouri20,
author = {Ryad Zemouri},
title = {Semi-Supervised Adversarial Variational Autoencoder},
journal = {Mach. Learn. Knowl. Extr.},
volume = {2},
number = {3},
pages = {361--378},
year = {2020},
url = {https://doi.org/10.3390/make2030020},
doi = {10.3390/MAKE2030020},
timestamp = {Tue, 06 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/Zemouri20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/000119,
author = {Pablo Gamallo},
title = {Using the Outlier Detection Task to Evaluate Distributional Semantic
Models},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {1},
pages = {211--223},
year = {2019},
url = {https://doi.org/10.3390/make1010013},
doi = {10.3390/MAKE1010013},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/000119.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/AkbariU19,
author = {Zohreh Akbari and
Rainer Unland},
title = {A Novel Heterogeneous Swarm Reinforcement Learning Method for Sequential
Decision Making Problems},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {2},
pages = {590--610},
year = {2019},
url = {https://doi.org/10.3390/make1020035},
doi = {10.3390/MAKE1020035},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/AkbariU19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/AmpazisES19,
author = {Nicholas Ampazis and
Theodoros Emmanouilidis and
Flora Sakketou},
title = {A Matrix Factorization Algorithm for Efficient Recommendations in
Social Rating Networks Using Constrained Optimization},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {3},
pages = {928--944},
year = {2019},
url = {https://doi.org/10.3390/make1030053},
doi = {10.3390/MAKE1030053},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/AmpazisES19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/Arandjelovic19,
author = {Ognjen Arandjelovic},
title = {Targeted Adaptable Sample for Accurate and Efficient Quantile Estimation
in Non-Stationary Data Streams},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {3},
pages = {848--870},
year = {2019},
url = {https://doi.org/10.3390/make1030049},
doi = {10.3390/MAKE1030049},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/Arandjelovic19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/AraujoGSRA19,
author = {Vin{\'{\i}}cius Jonathan Silva Ara{\'{u}}jo and
Augusto Junio Guimar{\~{a}}es and
Paulo Vitor de Campos Souza and
Thiago Silva Rezende and
Vanessa Souza Ara{\'{u}}jo},
title = {Using Resistin, Glucose, Age and {BMI} and Pruning Fuzzy Neural Network
for the Construction of Expert Systems in the Prediction of Breast
Cancer},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {1},
pages = {466--482},
year = {2019},
url = {https://doi.org/10.3390/make1010028},
doi = {10.3390/MAKE1010028},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/AraujoGSRA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ArmanoGNRH19,
author = {Giuliano Armano and
Alessandro Giuliani and
Ursula Neumann and
Nikolas Rothe and
Dominik Heider},
title = {Phi-Delta-Diagrams: Software Implementation of a Visual Tool for Assessing
Classifier and Feature Performance},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {1},
pages = {121--137},
year = {2019},
url = {https://doi.org/10.3390/make1010007},
doi = {10.3390/MAKE1010007},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/ArmanoGNRH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/AzabiSK19,
author = {Yousef Azabi and
Al Savvaris and
Timoleon Kipouros},
title = {Artificial Intelligence to Enhance Aerodynamic Shape Optimisation
of the Aegis {UAV}},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {2},
pages = {552--574},
year = {2019},
url = {https://doi.org/10.3390/make1020033},
doi = {10.3390/MAKE1020033},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/AzabiSK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/BaimukashevZKOF19,
author = {Daulet Baimukashev and
Alikhan Zhilisbayev and
Askat Kuzdeuov and
Artemiy Oleinikov and
Denis Fadeyev and
Zhanat Makhataeva and
Huseyin Atakan Varol},
title = {Deep Learning Based Object Recognition Using Physically-Realistic
Synthetic Depth Scenes},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {3},
pages = {883--903},
year = {2019},
url = {https://doi.org/10.3390/make1030051},
doi = {10.3390/MAKE1030051},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/BaimukashevZKOF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/CardenW19,
author = {Stephen W. Carden and
S. Dalton Walker},
title = {Exploration Using Without-Replacement Sampling of Actions Is Sometimes
Inferior},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {2},
pages = {698--714},
year = {2019},
url = {https://doi.org/10.3390/make1020041},
doi = {10.3390/MAKE1020041},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/CardenW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/Chan-Hon-Tong19,
author = {Adrien Chan{-}Hon{-}Tong},
title = {An Algorithm for Generating Invisible Data Poisoning Using Adversarial
Noise That Breaks Image Classification Deep Learning},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {1},
pages = {192--204},
year = {2019},
url = {https://doi.org/10.3390/make1010011},
doi = {10.3390/MAKE1010011},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/Chan-Hon-Tong19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ChaoL019,
author = {Guoqing Chao and
Yuan Luo and
Weiping Ding},
title = {Recent Advances in Supervised Dimension Reduction: {A} Survey},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {1},
pages = {341--358},
year = {2019},
url = {https://doi.org/10.3390/make1010020},
doi = {10.3390/MAKE1010020},
timestamp = {Tue, 11 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/ChaoL019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ChikumboG19,
author = {Oliver Chikumbo and
Vincent Granville},
title = {Optimal Clustering and Cluster Identity in Understanding High-Dimensional
Data Spaces with Tightly Distributed Points},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {2},
pages = {715--744},
year = {2019},
url = {https://doi.org/10.3390/make1020042},
doi = {10.3390/MAKE1020042},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/ChikumboG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/DhakalDJD19,
author = {Parashar Dhakal and
Praveen Damacharla and
Ahmad Y. Javaid and
Vijay Kumar Devabhaktuni},
title = {A Near Real-Time Automatic Speaker Recognition Architecture for Voice-Based
User Interface},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {1},
pages = {504--520},
year = {2019},
url = {https://doi.org/10.3390/make1010031},
doi = {10.3390/MAKE1010031},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/DhakalDJD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/Emmert-StreibD19,
author = {Frank Emmert{-}Streib and
Matthias Dehmer},
title = {Inference of Genome-Scale Gene Regulatory Networks: Are There Differences
in Biological and Clinical Validations?},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {1},
pages = {138--148},
year = {2019},
url = {https://doi.org/10.3390/make1010008},
doi = {10.3390/MAKE1010008},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/Emmert-StreibD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/Emmert-StreibD19a,
author = {Frank Emmert{-}Streib and
Matthias Dehmer},
title = {A Machine Learning Perspective on Personalized Medicine: An Automized,
Comprehensive Knowledge Base with Ontology for Pattern Recognition},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {1},
pages = {149--156},
year = {2019},
url = {https://doi.org/10.3390/make1010009},
doi = {10.3390/MAKE1010009},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/Emmert-StreibD19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/Emmert-StreibD19b,
author = {Frank Emmert{-}Streib and
Matthias Dehmer},
title = {Defining Data Science by a Data-Driven Quantification of the Community},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {1},
pages = {235--251},
year = {2019},
url = {https://doi.org/10.3390/make1010015},
doi = {10.3390/MAKE1010015},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/Emmert-StreibD19b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/Emmert-StreibD19c,
author = {Frank Emmert{-}Streib and
Matthias Dehmer},
title = {High-Dimensional LASSO-Based Computational Regression Models: Regularization,
Shrinkage, and Selection},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {1},
pages = {359--383},
year = {2019},
url = {https://doi.org/10.3390/make1010021},
doi = {10.3390/MAKE1010021},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/Emmert-StreibD19c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/Emmert-StreibD19d,
author = {Frank Emmert{-}Streib and
Matthias Dehmer},
title = {Evaluation of Regression Models: Model Assessment, Model Selection
and Generalization Error},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {1},
pages = {521--551},
year = {2019},
url = {https://doi.org/10.3390/make1010032},
doi = {10.3390/MAKE1010032},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/Emmert-StreibD19d.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/Emmert-StreibD19e,
author = {Frank Emmert{-}Streib and
Matthias Dehmer},
title = {Large-Scale Simultaneous Inference with Hypothesis Testing: Multiple
Testing Procedures in Practice},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {2},
pages = {653--683},
year = {2019},
url = {https://doi.org/10.3390/make1020039},
doi = {10.3390/MAKE1020039},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/Emmert-StreibD19e.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/Emmert-StreibD19f,
author = {Frank Emmert{-}Streib and
Matthias Dehmer},
title = {Understanding Statistical Hypothesis Testing: The Logic of Statistical
Inference},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {3},
pages = {945--961},
year = {2019},
url = {https://doi.org/10.3390/make1030054},
doi = {10.3390/MAKE1030054},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/Emmert-StreibD19f.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/Emmert-StreibD19g,
author = {Frank Emmert{-}Streib and
Matthias Dehmer},
title = {Introduction to Survival Analysis in Practice},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {3},
pages = {1013--1038},
year = {2019},
url = {https://doi.org/10.3390/make1030058},
doi = {10.3390/MAKE1030058},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/Emmert-StreibD19g.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/EspinheiraSSO19,
author = {Patr{\'{\i}}cia Espinheira and
Luana da Silva and
Alisson Silva and
Raydonal Ospina},
title = {Model Selection Criteria on Beta Regression for Machine Learning},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {1},
pages = {427--449},
year = {2019},
url = {https://doi.org/10.3390/make1010026},
doi = {10.3390/MAKE1010026},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/EspinheiraSSO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/FachantidisTV19,
author = {Anestis Fachantidis and
Matthew E. Taylor and
Ioannis P. Vlahavas},
title = {Learning to Teach Reinforcement Learning Agents},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {1},
pages = {21--42},
year = {2019},
url = {https://doi.org/10.3390/make1010002},
doi = {10.3390/MAKE1010002},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/FachantidisTV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/Ferri19,
author = {Massimo Ferri},
title = {Why Topology for Machine Learning and Knowledge Extraction?},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {1},
pages = {115--120},
year = {2019},
url = {https://doi.org/10.3390/make1010006},
doi = {10.3390/MAKE1010006},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/Ferri19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/FreyMHAS19,
author = {Devin Joseph Frey and
Avdesh Mishra and
Md. Tamjidul Hoque and
Mahdi Abdelguerfi and
Thomas Soniat},
title = {A Machine Learning Approach to Determine Oyster Vessel Behavior},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {1},
pages = {64--74},
year = {2019},
url = {https://doi.org/10.3390/make1010004},
doi = {10.3390/MAKE1010004},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/FreyMHAS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/GamalAES19,
author = {Donia Gamal and
Marco Alfonse and
El{-}Sayed M. El{-}Horbaty and
Abdel{-}Badeeh M. Salem},
title = {Analysis of Machine Learning Algorithms for Opinion Mining in Different
Domains},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {1},
pages = {224--234},
year = {2019},
url = {https://doi.org/10.3390/make1010014},
doi = {10.3390/MAKE1010014},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/GamalAES19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/GambergerSMGL19,
author = {Dragan Gamberger and
Tjasa Stare and
Dragana Miljkovic and
Kristina Gruden and
Nada Lavrac},
title = {Discovery of Relevant Response in Infected Potato Plants from Time
Series of Gene Expression Data},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {1},
pages = {400--413},
year = {2019},
url = {https://doi.org/10.3390/make1010023},
doi = {10.3390/MAKE1010023},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/GambergerSMGL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/GanYL19,
author = {Luyun Gan and
Brosnan Yuen and
Tao Lu},
title = {Multi-Label Classification with Optimal Thresholding for Multi-Composition
Spectroscopic Analysis},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {4},
pages = {1084--1099},
year = {2019},
url = {https://doi.org/10.3390/make1040061},
doi = {10.3390/MAKE1040061},
timestamp = {Mon, 27 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/GanYL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/GuitartCP19,
author = {Anna Guitart and
Pei Pei Chen and
{\'{A}}frica Peri{\'{a}}{\~{n}}ez},
title = {The Winning Solution to the {IEEE} {CIG} 2017 Game Data Mining Competition},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {1},
pages = {252--264},
year = {2019},
url = {https://doi.org/10.3390/make1010016},
doi = {10.3390/MAKE1010016},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/GuitartCP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/Holzinger19,
author = {Andreas Holzinger},
title = {Introduction to MAchine Learning {\&} Knowledge Extraction {(MAKE)}},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {1},
pages = {1--20},
year = {2019},
url = {https://doi.org/10.3390/make1010001},
doi = {10.3390/MAKE1010001},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/Holzinger19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/JensetM19,
author = {Gard B. Jenset and
Barbara McGillivray},
title = {Enhancing Domain-Specific Supervised Natural Language Intent Classification
with a Top-Down Selective Ensemble Model},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {2},
pages = {630--640},
year = {2019},
url = {https://doi.org/10.3390/make1020037},
doi = {10.3390/MAKE1020037},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/JensetM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/KrasnovS19,
author = {Fedor Krasnov and
Anastasiia Sen},
title = {The Number of Topics Optimization: Clustering Approach},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {1},
pages = {416--426},
year = {2019},
url = {https://doi.org/10.3390/make1010025},
doi = {10.3390/MAKE1010025},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/KrasnovS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/LeakeJSM19,
author = {Carl Leake and
Hunter Johnston and
Lidia Smith and
Daniele Mortari},
title = {Analytically Embedding Differential Equation Constraints into Least
Squares Support Vector Machines Using the Theory of Functional Connections},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {4},
pages = {1058--1083},
year = {2019},
url = {https://doi.org/10.3390/make1040060},
doi = {10.3390/MAKE1040060},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/LeakeJSM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/LivierisPP19,
author = {Ioannis E. Livieris and
Emmanuel Pintelas and
Panagiotis E. Pintelas},
title = {Gender Recognition by Voice using an Improved Self-Labeled Algorithm},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {1},
pages = {492--503},
year = {2019},
url = {https://doi.org/10.3390/make1010030},
doi = {10.3390/MAKE1010030},
timestamp = {Fri, 01 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/LivierisPP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/MadokoroSS19,
author = {Hirokazu Madokoro and
Kazuhito Sato and
Nobuhiro Shimoi},
title = {Category Maps Describe Driving Episodes Recorded with Event Data Recorders},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {1},
pages = {43--63},
year = {2019},
url = {https://doi.org/10.3390/make1010003},
doi = {10.3390/MAKE1010003},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/MadokoroSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/Manzo19,
author = {Mario Manzo},
title = {Graph-Based Image Matching for Indoor Localization},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {3},
pages = {785--804},
year = {2019},
url = {https://doi.org/10.3390/make1030046},
doi = {10.3390/MAKE1030046},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/Manzo19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/Manzo19a,
author = {Mario Manzo},
title = {{KGEARSRG:} Kernel Graph Embedding on Attributed Relational SIFT-Based
Regions Graph},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {3},
pages = {962--973},
year = {2019},
url = {https://doi.org/10.3390/make1030055},
doi = {10.3390/MAKE1030055},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/Manzo19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ManzoP19,
author = {Mario Manzo and
Simone Pellino},
title = {Bag of {ARSRG} Words (BoAW)},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {3},
pages = {871--882},
year = {2019},
url = {https://doi.org/10.3390/make1030050},
doi = {10.3390/MAKE1030050},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/ManzoP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ManzoR19,
author = {Mario Manzo and
Alessandro Rozza},
title = {{DOPSIE:} Deep-Order Proximity and Structural Information Embedding},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {2},
pages = {684--697},
year = {2019},
url = {https://doi.org/10.3390/make1020040},
doi = {10.3390/MAKE1020040},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/ManzoR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ManzoorMB19,
author = {Muhammad Asif Manzoor and
Yasser L. Morgan and
Abdul Bais},
title = {Real-Time Vehicle Make and Model Recognition System},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {2},
pages = {611--629},
year = {2019},
url = {https://doi.org/10.3390/make1020036},
doi = {10.3390/MAKE1020036},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/ManzoorMB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/Miller19,
author = {Clayton Miller},
title = {More Buildings Make More Generalizable Models - Benchmarking Prediction
Methods on Open Electrical Meter Data},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {3},
pages = {974--993},
year = {2019},
url = {https://doi.org/10.3390/make1030056},
doi = {10.3390/MAKE1030056},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/Miller19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/Mittal19,
author = {Sparsh Mittal},
title = {A Survey of ReRAM-Based Architectures for Processing-In-Memory and
Neural Networks},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {1},
pages = {75--114},
year = {2019},
url = {https://doi.org/10.3390/make1010005},
doi = {10.3390/MAKE1010005},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/Mittal19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/MusaDYE19,
author = {Aliyu Musa and
Matthias Dehmer and
Olli Yli{-}Harja and
Frank Emmert{-}Streib},
title = {Exploiting Genomic Relations in Big Data Repositories by Graph-Based
Search Methods},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {1},
pages = {205--210},
year = {2019},
url = {https://doi.org/10.3390/make1010012},
doi = {10.3390/MAKE1010012},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/MusaDYE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/NakanoC19,
author = {Kotaro Nakano and
Basabi Chakraborty},
title = {Effect of Data Representation for Time Series Classification - {A}
Comparative Study and a New Proposal},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {4},
pages = {1100--1120},
year = {2019},
url = {https://doi.org/10.3390/make1040062},
doi = {10.3390/MAKE1040062},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/NakanoC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/NautaBS19,
author = {Meike Nauta and
Doina Bucur and
Christin Seifert},
title = {Causal Discovery with Attention-Based Convolutional Neural Networks},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {1},
pages = {312--340},
year = {2019},
url = {https://doi.org/10.3390/make1010019},
doi = {10.3390/MAKE1010019},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/NautaBS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/NoumaMOM19,
author = {Badreddine Ben Nouma and
Amar Mitiche and
Youssef Ouakrim and
Neila Mezghani},
title = {Pattern Classification by the Hotelling Statistic and Application
to Knee Osteoarthritis Kinematic Signals},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {3},
pages = {768--784},
year = {2019},
url = {https://doi.org/10.3390/make1030045},
doi = {10.3390/MAKE1030045},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/NoumaMOM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/RhanouiMYB19,
author = {Maryem Rhanoui and
Mounia Mikram and
Siham Yousfi and
Soukaina Barzali},
title = {A CNN-BiLSTM Model for Document-Level Sentiment Analysis},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {3},
pages = {832--847},
year = {2019},
url = {https://doi.org/10.3390/make1030048},
doi = {10.3390/MAKE1030048},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/RhanouiMYB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/SanchezRO19,
author = {Jeniffer Duarte Sanchez and
Leandro Chaves R{\^{e}}go and
Raydonal Ospina},
title = {Prediction by Empirical Similarity via Categorical Regressors},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {2},
pages = {641--652},
year = {2019},
url = {https://doi.org/10.3390/make1020038},
doi = {10.3390/MAKE1020038},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/SanchezRO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/SehgalK19,
author = {Abhishek Sehgal and
Nasser Kehtarnavaz},
title = {Guidelines and Benchmarks for Deployment of Deep Learning Models on
Smartphones as Real-Time Apps},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {1},
pages = {450--465},
year = {2019},
url = {https://doi.org/10.3390/make1010027},
doi = {10.3390/MAKE1010027},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/SehgalK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/Senekane19,
author = {Makhamisa Senekane},
title = {Differentially Private Image Classification Using Support Vector Machine
and Differential Privacy},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {1},
pages = {483--491},
year = {2019},
url = {https://doi.org/10.3390/make1010029},
doi = {10.3390/MAKE1010029},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/Senekane19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/SenguptaBP19,
author = {Saptarshi Sengupta and
Sanchita Basak and
Richard A. Peters},
title = {Particle Swarm Optimization: {A} Survey of Historical and Recent Developments
with Hybridization Perspectives},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {1},
pages = {157--191},
year = {2019},
url = {https://doi.org/10.3390/make1010010},
doi = {10.3390/MAKE1010010},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/SenguptaBP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/SinghM19,
author = {Harsh V. P. Singh and
Qusay H. Mahmoud},
title = {Evaluation of {ARIMA} Models for Human-Machine Interface State Sequence
Prediction},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {1},
pages = {287--311},
year = {2019},
url = {https://doi.org/10.3390/make1010018},
doi = {10.3390/MAKE1010018},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/SinghM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/SkrljKLP19,
author = {Blaz Skrlj and
Jan Kralj and
Nada Lavrac and
Senja Pollak},
title = {Towards Robust Text Classification with Semantics-Aware Recurrent
Neural Architecture},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {2},
pages = {575--589},
year = {2019},
url = {https://doi.org/10.3390/make1020034},
doi = {10.3390/MAKE1020034},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/SkrljKLP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/SousaRRB19,
author = {Ana L. Sousa and
Tiago Pinto Ribeiro and
Susana Relvas and
Ana Barbosa{-}P{\'{o}}voa},
title = {Using Machine Learning for Enhancing the Understanding of Bullwhip
Effect in the Oil and Gas Industry},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {3},
pages = {994--1012},
year = {2019},
url = {https://doi.org/10.3390/make1030057},
doi = {10.3390/MAKE1030057},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/SousaRRB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/Tasche19,
author = {Dirk Tasche},
title = {Confidence Intervals for Class Prevalences under Prior Probability
Shift},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {3},
pages = {805--831},
year = {2019},
url = {https://doi.org/10.3390/make1030047},
doi = {10.3390/MAKE1030047},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/Tasche19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ToledoT19,
author = {Tha{\'{\i}}s Justi de Toledo and
Nunzio Marco Torrisi},
title = {Encrypted {DNP3} Traffic Classification Using Supervised Machine Learning
Algorithms},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {1},
pages = {384--399},
year = {2019},
url = {https://doi.org/10.3390/make1010022},
doi = {10.3390/MAKE1010022},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/ToledoT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/WeiK19,
author = {Haoran Wei and
Nasser Kehtarnavaz},
title = {Semi-Supervised Faster RCNN-Based Person Detection and Load Classification
for Far Field Video Surveillance},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {3},
pages = {756--767},
year = {2019},
url = {https://doi.org/10.3390/make1030044},
doi = {10.3390/MAKE1030044},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/WeiK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ZahidiCY19,
author = {Usman Zahidi and
Ayan Chatterjee and
Peter W. T. Yuen},
title = {A Radiative Transfer Model-Based Multi-Layered Regression Learning
to Estimate Shadow Map in Hyperspectral Images},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {3},
pages = {904--927},
year = {2019},
url = {https://doi.org/10.3390/make1030052},
doi = {10.3390/MAKE1030052},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/ZahidiCY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ZegeyeDM19,
author = {Wondimu K. Zegeye and
Richard A. Dean and
Farzad Moazzami},
title = {Multi-Layer Hidden Markov Model Based Intrusion Detection System},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {1},
pages = {265--286},
year = {2019},
url = {https://doi.org/10.3390/make1010017},
doi = {10.3390/MAKE1010017},
timestamp = {Fri, 23 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/ZegeyeDM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ZengTMS19,
author = {Jiye Zeng and
Zheng{-}Hong Tan and
Tsuneo Matsunaga and
Tomoko Shirai},
title = {Generalization of Parameter Selection of {SVM} and {LS-SVM} for Regression},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {2},
pages = {745--755},
year = {2019},
url = {https://doi.org/10.3390/make1020043},
doi = {10.3390/MAKE1020043},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/ZengTMS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ZhuS19,
author = {Lili Zhu and
Petros Spachos},
title = {Towards Image Classification with Machine Learning Methodologies for
Smartphones},
journal = {Mach. Learn. Knowl. Extr.},
volume = {1},
number = {4},
pages = {1039--1057},
year = {2019},
url = {https://doi.org/10.3390/make1040059},
doi = {10.3390/MAKE1040059},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/ZhuS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
a service of 
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
retrieved on 2024-04-25 02:12 CEST from data curated by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
