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@inproceedings{DBLP:conf/iccS/AbramovaL24,
author = {Yulia Abramova and
Vasiliy N. Leonenko},
editor = {Leonardo Franco and
Cl{\'{e}}lia de Mulatier and
Maciej Paszynski and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {The Past Helps the Future: Coupling Differential Equations with Machine
Learning Methods to Model Epidemic Outbreaks},
booktitle = {Computational Science - {ICCS} 2024 - 24th International Conference,
Malaga, Spain, July 2-4, 2024, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14835},
pages = {247--254},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63772-8\_23},
doi = {10.1007/978-3-031-63772-8\_23},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/AbramovaL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/AlabdallahJPBORN24,
author = {Abdallah Alabdallah and
Jakub Jakubowski and
Sepideh Pashami and
Szymon Bobek and
Mattias Ohlsson and
Thorsteinn S. R{\"{o}}gnvaldsson and
Grzegorz J. Nalepa},
editor = {Leonardo Franco and
Cl{\'{e}}lia de Mulatier and
Maciej Paszynski and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Understanding Survival Models Through Counterfactual Explanations},
booktitle = {Computational Science - {ICCS} 2024 - 24th International Conference,
Malaga, Spain, July 2-4, 2024, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14835},
pages = {310--324},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63772-8\_28},
doi = {10.1007/978-3-031-63772-8\_28},
timestamp = {Wed, 10 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/AlabdallahJPBORN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/BennekumCKB24,
author = {Tika van Bennekum and
Marie Colin and
Valeria V. Krzhizhanovskaya and
Daniel Bonn},
editor = {Leonardo Franco and
Cl{\'{e}}lia de Mulatier and
Maciej Paszynski and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Plasma-Assisted Air Cleaning Decreases {COVID-19} Infections in a
Primary School: Modelling and Experimental Data},
booktitle = {Computational Science - {ICCS} 2024 - 24th International Conference,
Malaga, Spain, July 2-4, 2024, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14835},
pages = {196--209},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63772-8\_19},
doi = {10.1007/978-3-031-63772-8\_19},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/BennekumCKB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/BoulifAOD24,
author = {Abir Boulif and
Bouchra Ananou and
Mustapha Ouladsine and
St{\'{e}}phane Delliaux},
editor = {Leonardo Franco and
Cl{\'{e}}lia de Mulatier and
Maciej Paszynski and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Focal-Based Deep Learning Model for Automatic Arrhythmia Diagnosis},
booktitle = {Computational Science - {ICCS} 2024 - 24th International Conference,
Malaga, Spain, July 2-4, 2024, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14835},
pages = {355--370},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63772-8\_31},
doi = {10.1007/978-3-031-63772-8\_31},
timestamp = {Wed, 10 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/BoulifAOD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/CedenoMunozZN24,
author = {Joel Cede{\~{n}}o{-}Mu{\~{n}}oz and
Cristian Zambrano{-}Vega and
Antonio J. Nebro},
editor = {Leonardo Franco and
Cl{\'{e}}lia de Mulatier and
Maciej Paszynski and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {TM-MSAligner: {A} Tool for Multiple Sequence Alignment of Transmembrane
Proteins},
booktitle = {Computational Science - {ICCS} 2024 - 24th International Conference,
Malaga, Spain, July 2-4, 2024, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14835},
pages = {113--121},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63772-8\_10},
doi = {10.1007/978-3-031-63772-8\_10},
timestamp = {Wed, 10 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/CedenoMunozZN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/CinagliaM24,
author = {Pietro Cinaglia and
Marianna Milano},
editor = {Leonardo Franco and
Cl{\'{e}}lia de Mulatier and
Maciej Paszynski and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {A Method for Inferring Candidate Disease-Disease Associations},
booktitle = {Computational Science - {ICCS} 2024 - 24th International Conference,
Malaga, Spain, July 2-4, 2024, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14835},
pages = {97--104},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63772-8\_8},
doi = {10.1007/978-3-031-63772-8\_8},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/CinagliaM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/FengJXPAB24,
author = {Hao Feng and
Yuanzhe Jia and
Ruijia Xu and
Mukesh Prasad and
Ali Anaissi and
Ali Braytee},
editor = {Leonardo Franco and
Cl{\'{e}}lia de Mulatier and
Maciej Paszynski and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Integration of Self-supervised {BYOL} in Semi-supervised Medical Image
Recognition},
booktitle = {Computational Science - {ICCS} 2024 - 24th International Conference,
Malaga, Spain, July 2-4, 2024, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14835},
pages = {163--170},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63772-8\_16},
doi = {10.1007/978-3-031-63772-8\_16},
timestamp = {Wed, 10 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/FengJXPAB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/FernandezPichelLP24,
author = {Marcos Fern{\'{a}}ndez{-}Pichel and
David E. Losada and
Juan Carlos Pichel},
editor = {Leonardo Franco and
Cl{\'{e}}lia de Mulatier and
Maciej Paszynski and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Large Language Models for Binary Health-Related Question Answering:
{A} Zero- and Few-Shot Evaluation},
booktitle = {Computational Science - {ICCS} 2024 - 24th International Conference,
Malaga, Spain, July 2-4, 2024, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14835},
pages = {325--339},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63772-8\_29},
doi = {10.1007/978-3-031-63772-8\_29},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/FernandezPichelLP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/FurmanczykNCZ24,
author = {Konrad Furmanczyk and
Wojciech Niemiro and
Mariola Chrzanowska and
Marta Zalewska},
editor = {Leonardo Franco and
Cl{\'{e}}lia de Mulatier and
Maciej Paszynski and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Network Model with Application to Allergy Diseases},
booktitle = {Computational Science - {ICCS} 2024 - 24th International Conference,
Malaga, Spain, July 2-4, 2024, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14835},
pages = {105--112},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63772-8\_9},
doi = {10.1007/978-3-031-63772-8\_9},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/FurmanczykNCZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/HamedCLM24,
author = {Ahmed Abdeen Hamed and
Alessandro Crimi and
Byung Suk Lee and
Magdalena M. Misiak},
editor = {Leonardo Franco and
Cl{\'{e}}lia de Mulatier and
Maciej Paszynski and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Fact-Checking Generative {AI:} Ontology-Driven Biological Graphs for
Disease-Gene Link Verification},
booktitle = {Computational Science - {ICCS} 2024 - 24th International Conference,
Malaga, Spain, July 2-4, 2024, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14835},
pages = {130--137},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63772-8\_12},
doi = {10.1007/978-3-031-63772-8\_12},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/HamedCLM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/HannemannESB24,
author = {Anika Hannemann and
Jan Ewald and
Leo Seeger and
Erik Buchmann},
editor = {Leonardo Franco and
Cl{\'{e}}lia de Mulatier and
Maciej Paszynski and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Federated Learning on Transcriptomic Data: Model Quality and Performance
Trade-Offs},
booktitle = {Computational Science - {ICCS} 2024 - 24th International Conference,
Malaga, Spain, July 2-4, 2024, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14835},
pages = {279--293},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63772-8\_26},
doi = {10.1007/978-3-031-63772-8\_26},
timestamp = {Wed, 10 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/HannemannESB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/IreddyK24,
author = {Ashish T. S. Ireddy and
Sergey V. Kovalchuk},
editor = {Leonardo Franco and
Cl{\'{e}}lia de Mulatier and
Maciej Paszynski and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Modelling Information Perceiving Within Clinical Decision Support
Using Inverse Reinforcement Learning},
booktitle = {Computational Science - {ICCS} 2024 - 24th International Conference,
Malaga, Spain, July 2-4, 2024, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14835},
pages = {210--223},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63772-8\_20},
doi = {10.1007/978-3-031-63772-8\_20},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/IreddyK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/KretowskaK24,
author = {Malgorzata Kretowska and
Marek Kretowski},
editor = {Leonardo Franco and
Cl{\'{e}}lia de Mulatier and
Maciej Paszynski and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Global Induction of Oblique Survival Trees},
booktitle = {Computational Science - {ICCS} 2024 - 24th International Conference,
Malaga, Spain, July 2-4, 2024, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14835},
pages = {379--386},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63772-8\_33},
doi = {10.1007/978-3-031-63772-8\_33},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/KretowskaK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/LeontevSLPDAV24,
author = {Sergei Leontev and
Maria Simakova and
Vitaly Lukinov and
Konstantin Pishchulov and
Ilya V. Derevitskii and
Levon Abramyan and
Alexandra Vatian},
editor = {Leonardo Franco and
Cl{\'{e}}lia de Mulatier and
Maciej Paszynski and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Development of a {VTE} Prediction Model Based on Automatically Selected
Features in Glioma Patients},
booktitle = {Computational Science - {ICCS} 2024 - 24th International Conference,
Malaga, Spain, July 2-4, 2024, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14835},
pages = {387--395},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63772-8\_34},
doi = {10.1007/978-3-031-63772-8\_34},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/LeontevSLPDAV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/LiPGK24,
author = {Chao Li and
Olga Petruchik and
Elizaveta Grishanina and
Sergey V. Kovalchuk},
editor = {Leonardo Franco and
Cl{\'{e}}lia de Mulatier and
Maciej Paszynski and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Modelling of Practice Sharing in Complex Distributed Healthcare System},
booktitle = {Computational Science - {ICCS} 2024 - 24th International Conference,
Malaga, Spain, July 2-4, 2024, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14835},
pages = {224--238},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63772-8\_21},
doi = {10.1007/978-3-031-63772-8\_21},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/LiPGK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/LimaRBROSC24,
author = {Lucas Marins Ramalho de Lima and
Rafael Rocha Ribeiro and
Lucas Arantes Berg and
Bernardo Martins Rocha and
Rafael Sachetto Oliveira and
Rodrigo Weber dos Santos and
Joventino Oliveira Campos},
editor = {Leonardo Franco and
Cl{\'{e}}lia de Mulatier and
Maciej Paszynski and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {MonoWeb: Cardiac Electrophysiology Web Simulator},
booktitle = {Computational Science - {ICCS} 2024 - 24th International Conference,
Malaga, Spain, July 2-4, 2024, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14835},
pages = {147--154},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63772-8\_14},
doi = {10.1007/978-3-031-63772-8\_14},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/LimaRBROSC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/MartinisZC24,
author = {Maria Chiara Martinis and
Chiara Zucco and
Mario Cannataro},
editor = {Leonardo Franco and
Cl{\'{e}}lia de Mulatier and
Maciej Paszynski and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Negation Detection in Medical Texts},
booktitle = {Computational Science - {ICCS} 2024 - 24th International Conference,
Malaga, Spain, July 2-4, 2024, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14835},
pages = {75--87},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63772-8\_6},
doi = {10.1007/978-3-031-63772-8\_6},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/MartinisZC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/MazurekPMC24,
author = {Szymon Mazurek and
Monika Pytlarz and
Sylwia Malec and
Alessandro Crimi},
editor = {Leonardo Franco and
Cl{\'{e}}lia de Mulatier and
Maciej Paszynski and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Investigation of Energy-Efficient {AI} Model Architectures and Compression
Techniques for "Green" Fetal Brain Segmentation},
booktitle = {Computational Science - {ICCS} 2024 - 24th International Conference,
Malaga, Spain, July 2-4, 2024, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14835},
pages = {61--74},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63772-8\_5},
doi = {10.1007/978-3-031-63772-8\_5},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/MazurekPMC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/MozolewskiBN24,
author = {Maciej Mozolewski and
Szymon Bobek and
Grzegorz J. Nalepa},
editor = {Leonardo Franco and
Cl{\'{e}}lia de Mulatier and
Maciej Paszynski and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Visual Explanations and Perturbation-Based Fidelity Metrics for Feature-Based
Models},
booktitle = {Computational Science - {ICCS} 2024 - 24th International Conference,
Malaga, Spain, July 2-4, 2024, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14835},
pages = {294--309},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63772-8\_27},
doi = {10.1007/978-3-031-63772-8\_27},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/MozolewskiBN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/PolewkoKlimGR24,
author = {Aneta Polewko{-}Klim and
Pawel Grablis and
Witold R. Rudnicki},
editor = {Leonardo Franco and
Cl{\'{e}}lia de Mulatier and
Maciej Paszynski and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {EnsembleFS: an {R} Toolkit and a Web-Based Tool for a Filter Ensemble
Feature Selection of Molecular Omics Data},
booktitle = {Computational Science - {ICCS} 2024 - 24th International Conference,
Malaga, Spain, July 2-4, 2024, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14835},
pages = {88--96},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63772-8\_7},
doi = {10.1007/978-3-031-63772-8\_7},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/PolewkoKlimGR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/RzyckiWD24,
author = {Mateusz Rzycki and
Karolina Wasyluk and
Dominik Drabik},
editor = {Leonardo Franco and
Cl{\'{e}}lia de Mulatier and
Maciej Paszynski and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Identification of Domain Phases in Selected Lipid Membrane Compositions},
booktitle = {Computational Science - {ICCS} 2024 - 24th International Conference,
Malaga, Spain, July 2-4, 2024, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14835},
pages = {138--146},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63772-8\_13},
doi = {10.1007/978-3-031-63772-8\_13},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/RzyckiWD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/SaifullahD24,
author = {Shoffan Saifullah and
Rafal Drezewski},
editor = {Leonardo Franco and
Cl{\'{e}}lia de Mulatier and
Maciej Paszynski and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Enhancing Breast Cancer Diagnosis: {A} CNN-Based Approach for Medical
Image Segmentation and Classification},
booktitle = {Computational Science - {ICCS} 2024 - 24th International Conference,
Malaga, Spain, July 2-4, 2024, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14835},
pages = {155--162},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63772-8\_15},
doi = {10.1007/978-3-031-63772-8\_15},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/SaifullahD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/SaifullahD24a,
author = {Shoffan Saifullah and
Rafal Drezewski},
editor = {Leonardo Franco and
Cl{\'{e}}lia de Mulatier and
Maciej Paszynski and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Brain Tumor Segmentation Using Ensemble CNN-Transfer Learning Models:
DeepLabV3plus and ResNet50 Approach},
booktitle = {Computational Science - {ICCS} 2024 - 24th International Conference,
Malaga, Spain, July 2-4, 2024, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14835},
pages = {340--354},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63772-8\_30},
doi = {10.1007/978-3-031-63772-8\_30},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/SaifullahD24a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/SalemOBH24,
author = {Hadrien Salem and
Sarah Ben Othman and
Marc Broucqsault and
Slim Hammadi},
editor = {Leonardo Franco and
Cl{\'{e}}lia de Mulatier and
Maciej Paszynski and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Combining Convolution and Involution for the Early Prediction of Chronic
Kidney Disease},
booktitle = {Computational Science - {ICCS} 2024 - 24th International Conference,
Malaga, Spain, July 2-4, 2024, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14835},
pages = {255--269},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63772-8\_24},
doi = {10.1007/978-3-031-63772-8\_24},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/SalemOBH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/SaltaGK24,
author = {Karim Salta and
Tomojit Ghosh and
Michael Kirby},
editor = {Leonardo Franco and
Cl{\'{e}}lia de Mulatier and
Maciej Paszynski and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {A Multi-domain Multi-task Approach for Feature Selection from Bulk
{RNA} Datasets},
booktitle = {Computational Science - {ICCS} 2024 - 24th International Conference,
Malaga, Spain, July 2-4, 2024, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14835},
pages = {31--45},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63772-8\_3},
doi = {10.1007/978-3-031-63772-8\_3},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/SaltaGK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/SchruppKRE24,
author = {Bernhard Schrupp and
Kai Klede and
Ren{\'{e}} Raab and
Bj{\"{o}}rn M. Eskofier},
editor = {Leonardo Franco and
Cl{\'{e}}lia de Mulatier and
Maciej Paszynski and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Simulation and Detection of Healthcare Fraud in German Inpatient Claims
Data},
booktitle = {Computational Science - {ICCS} 2024 - 24th International Conference,
Malaga, Spain, July 2-4, 2024, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14835},
pages = {239--246},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63772-8\_22},
doi = {10.1007/978-3-031-63772-8\_22},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/SchruppKRE24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/SeguraOrtizGM24,
author = {Adri{\'{a}}n Segura{-}Ortiz and
Jos{\'{e}} Garc{\'{\i}}a{-}Nieto and
Jos{\'{e}} Francisco Aldana Montes},
editor = {Leonardo Franco and
Cl{\'{e}}lia de Mulatier and
Maciej Paszynski and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Exploiting Medical-Expert Knowledge Via a Novel Memetic Algorithm
for the Inference of Gene Regulatory Networks},
booktitle = {Computational Science - {ICCS} 2024 - 24th International Conference,
Malaga, Spain, July 2-4, 2024, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14835},
pages = {3--17},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63772-8\_1},
doi = {10.1007/978-3-031-63772-8\_1},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/SeguraOrtizGM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/ShaheenM24,
author = {Hina Shaheen and
Roderick Melnik},
editor = {Leonardo Franco and
Cl{\'{e}}lia de Mulatier and
Maciej Paszynski and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Neural Dynamics in Parkinson's Disease: Integrating Machine Learning
and Stochastic Modelling with Connectomic Data},
booktitle = {Computational Science - {ICCS} 2024 - 24th International Conference,
Malaga, Spain, July 2-4, 2024, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14835},
pages = {46--60},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63772-8\_4},
doi = {10.1007/978-3-031-63772-8\_4},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/ShaheenM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/SwitonskiJ24,
author = {Adam Switonski and
Henryk Josinski},
editor = {Leonardo Franco and
Cl{\'{e}}lia de Mulatier and
Maciej Paszynski and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Human Sex Recognition Based on Dimensionality and Uncertainty of Gait
Motion Capture Data},
booktitle = {Computational Science - {ICCS} 2024 - 24th International Conference,
Malaga, Spain, July 2-4, 2024, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14835},
pages = {18--30},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63772-8\_2},
doi = {10.1007/978-3-031-63772-8\_2},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/SwitonskiJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/TlalkaSHXTNM24,
author = {Karolina Tlalka and
Harry Saxton and
Ian Halliday and
Xu Xu and
Daniel J. Taylor and
Andrew J. Narracott and
Maciej Malawski},
editor = {Leonardo Franco and
Cl{\'{e}}lia de Mulatier and
Maciej Paszynski and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Local Sensitivity Analysis of a Closed-Loop in Silico Model of the
Human Baroregulation},
booktitle = {Computational Science - {ICCS} 2024 - 24th International Conference,
Malaga, Spain, July 2-4, 2024, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14835},
pages = {173--187},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63772-8\_17},
doi = {10.1007/978-3-031-63772-8\_17},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/TlalkaSHXTNM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/VdovkinaDAV24,
author = {Sofiia Vdovkina and
Ilya V. Derevitskii and
Levon Abramyan and
Aleksandra Vatian},
editor = {Leonardo Franco and
Cl{\'{e}}lia de Mulatier and
Maciej Paszynski and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Graph-Based Data Representation and Prediction in Medical Domain Tasks
Using Graph Neural Networks},
booktitle = {Computational Science - {ICCS} 2024 - 24th International Conference,
Malaga, Spain, July 2-4, 2024, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14835},
pages = {371--378},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63772-8\_32},
doi = {10.1007/978-3-031-63772-8\_32},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/VdovkinaDAV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/VodeneevaMRISKA24,
author = {Anastasia Vodeneeva and
Iosif B. Meyerov and
Yury Rodimkov and
Mikhail Ivanchenko and
Vladimir Sotskov and
Mikhail Krivonosov and
Konstantin Anokhin},
editor = {Leonardo Franco and
Cl{\'{e}}lia de Mulatier and
Maciej Paszynski and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Determining Mouse Behavior Based on Brain Neuron Activity Data},
booktitle = {Computational Science - {ICCS} 2024 - 24th International Conference,
Malaga, Spain, July 2-4, 2024, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14835},
pages = {122--129},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63772-8\_11},
doi = {10.1007/978-3-031-63772-8\_11},
timestamp = {Wed, 10 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/VodeneevaMRISKA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/WatrobskiBR24,
author = {Jaroslaw Watr{\'{o}}bski and
Aleksandra Baczkiewicz and
Iga Rudawska},
editor = {Leonardo Franco and
Cl{\'{e}}lia de Mulatier and
Maciej Paszynski and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Healthcare Resilience Evaluation Using Novel Multi-criteria Method},
booktitle = {Computational Science - {ICCS} 2024 - 24th International Conference,
Malaga, Spain, July 2-4, 2024, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14835},
pages = {188--195},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63772-8\_18},
doi = {10.1007/978-3-031-63772-8\_18},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/WatrobskiBR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/WubinehRH24,
author = {Betelhem Zewdu Wubineh and
Andrzej Rusiecki and
Krzysztof Halawa},
editor = {Leonardo Franco and
Cl{\'{e}}lia de Mulatier and
Maciej Paszynski and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Segmentation of Cytology Images to Detect Cervical Cancer Using Deep
Learning Techniques},
booktitle = {Computational Science - {ICCS} 2024 - 24th International Conference,
Malaga, Spain, July 2-4, 2024, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14835},
pages = {270--278},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63772-8\_25},
doi = {10.1007/978-3-031-63772-8\_25},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/WubinehRH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iccS/2024-4,
editor = {Leonardo Franco and
Cl{\'{e}}lia de Mulatier and
Maciej Paszynski and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Computational Science - {ICCS} 2024 - 24th International Conference,
Malaga, Spain, July 2-4, 2024, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14835},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63772-8},
doi = {10.1007/978-3-031-63772-8},
isbn = {978-3-031-63771-1},
timestamp = {Wed, 10 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/2024-4.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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