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@inproceedings{DBLP:conf/ida/AmodioK21,
author = {Matthew Amodio and
Smita Krishnaswamy},
editor = {Pedro Henriques Abreu and
Pedro Pereira Rodrigues and
Alberto Fern{\'{a}}ndez and
Jo{\~{a}}o Gama},
title = {Multiple-manifold Generation with an Ensemble {GAN} and Learned Noise
Prior},
booktitle = {Advances in Intelligent Data Analysis {XIX} - 19th International Symposium
on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12695},
pages = {24--36},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-74251-5\_3},
doi = {10.1007/978-3-030-74251-5\_3},
timestamp = {Wed, 14 Apr 2021 14:05:44 +0200},
biburl = {https://dblp.org/rec/conf/ida/AmodioK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/AnaissiSN21,
author = {Ali Anaissi and
Basem Suleiman and
Mohamad Naji},
editor = {Pedro Henriques Abreu and
Pedro Pereira Rodrigues and
Alberto Fern{\'{a}}ndez and
Jo{\~{a}}o Gama},
title = {Intelligent Structural Damage Detection: {A} Federated Learning Approach},
booktitle = {Advances in Intelligent Data Analysis {XIX} - 19th International Symposium
on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12695},
pages = {155--170},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-74251-5\_13},
doi = {10.1007/978-3-030-74251-5\_13},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/AnaissiSN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/BrandaoMV21,
author = {Andr{\'{e}} Brand{\~{a}}o and
Ricardo Mendes and
Jo{\~{a}}o P. Vilela},
editor = {Pedro Henriques Abreu and
Pedro Pereira Rodrigues and
Alberto Fern{\'{a}}ndez and
Jo{\~{a}}o Gama},
title = {Efficient Privacy Preserving Distributed K-Means for Non-IID Data},
booktitle = {Advances in Intelligent Data Analysis {XIX} - 19th International Symposium
on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12695},
pages = {439--451},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-74251-5\_35},
doi = {10.1007/978-3-030-74251-5\_35},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/BrandaoMV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/CarvalhoM21,
author = {T{\^{a}}nia Carvalho and
Nuno Moniz},
editor = {Pedro Henriques Abreu and
Pedro Pereira Rodrigues and
Alberto Fern{\'{a}}ndez and
Jo{\~{a}}o Gama},
title = {The Compromise of Data Privacy in Predictive Performance},
booktitle = {Advances in Intelligent Data Analysis {XIX} - 19th International Symposium
on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12695},
pages = {426--438},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-74251-5\_34},
doi = {10.1007/978-3-030-74251-5\_34},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/CarvalhoM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/CoetseeKHR21,
author = {Dirko Coetsee and
Steve Kroon and
McElory Hoffmann and
Luc De Raedt},
editor = {Pedro Henriques Abreu and
Pedro Pereira Rodrigues and
Alberto Fern{\'{a}}ndez and
Jo{\~{a}}o Gama},
title = {SpLyCI: Integrating Spreadsheets by Recognising and Solving Layout
Constraints},
booktitle = {Advances in Intelligent Data Analysis {XIX} - 19th International Symposium
on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12695},
pages = {402--413},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-74251-5\_32},
doi = {10.1007/978-3-030-74251-5\_32},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/CoetseeKHR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/DaiLH21,
author = {Zhihao Dai and
Zhong Li and
Lianghao Han},
editor = {Pedro Henriques Abreu and
Pedro Pereira Rodrigues and
Alberto Fern{\'{a}}ndez and
Jo{\~{a}}o Gama},
title = {BoneBert: {A} BERT-based Automated Information Extraction System of
Radiology Reports for Bone Fracture Detection and Diagnosis},
booktitle = {Advances in Intelligent Data Analysis {XIX} - 19th International Symposium
on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12695},
pages = {263--274},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-74251-5\_21},
doi = {10.1007/978-3-030-74251-5\_21},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/DaiLH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/EstevesMCF021,
author = {Diego Esteves and
Jos{\'{e}} Marcelino and
Piyush Chawla and
Asja Fischer and
Jens Lehmann},
editor = {Pedro Henriques Abreu and
Pedro Pereira Rodrigues and
Alberto Fern{\'{a}}ndez and
Jo{\~{a}}o Gama},
title = {{HORUS-NER:} {A} Multimodal Named Entity Recognition Framework for
Noisy Data},
booktitle = {Advances in Intelligent Data Analysis {XIX} - 19th International Symposium
on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12695},
pages = {89--100},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-74251-5\_8},
doi = {10.1007/978-3-030-74251-5\_8},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/EstevesMCF021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/FahandarH21,
author = {Mohsen Ahmadi Fahandar and
Eyke H{\"{u}}llermeier},
editor = {Pedro Henriques Abreu and
Pedro Pereira Rodrigues and
Alberto Fern{\'{a}}ndez and
Jo{\~{a}}o Gama},
title = {Analogical Embedding for Analogy-Based Learning to Rank},
booktitle = {Advances in Intelligent Data Analysis {XIX} - 19th International Symposium
on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12695},
pages = {76--88},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-74251-5\_7},
doi = {10.1007/978-3-030-74251-5\_7},
timestamp = {Wed, 14 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/FahandarH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/GauthierGF21,
author = {Camille{-}Sovanneary Gauthier and
Romaric Gaudel and
{\'{E}}lisa Fromont},
editor = {Pedro Henriques Abreu and
Pedro Pereira Rodrigues and
Alberto Fern{\'{a}}ndez and
Jo{\~{a}}o Gama},
title = {Bandit Algorithm for both Unknown Best Position and Best Item Display
on Web Pages},
booktitle = {Advances in Intelligent Data Analysis {XIX} - 19th International Symposium
on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12695},
pages = {209--221},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-74251-5\_17},
doi = {10.1007/978-3-030-74251-5\_17},
timestamp = {Wed, 14 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/GauthierGF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/GhoshalT21,
author = {Biraja Ghoshal and
Allan Tucker},
editor = {Pedro Henriques Abreu and
Pedro Pereira Rodrigues and
Alberto Fern{\'{a}}ndez and
Jo{\~{a}}o Gama},
title = {Hyperspherical Weight Uncertainty in Neural Networks},
booktitle = {Advances in Intelligent Data Analysis {XIX} - 19th International Symposium
on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12695},
pages = {3--11},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-74251-5\_1},
doi = {10.1007/978-3-030-74251-5\_1},
timestamp = {Wed, 14 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/GhoshalT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/KalehbastiUMG21,
author = {Pouya Rezazadeh Kalehbasti and
Hayato Ushijima{-}Mwesigwa and
Avradip Mandal and
Indradeep Ghosh},
editor = {Pedro Henriques Abreu and
Pedro Pereira Rodrigues and
Alberto Fern{\'{a}}ndez and
Jo{\~{a}}o Gama},
title = {Ising-Based Louvain Method: Clustering Large Graphs with Specialized
Hardware},
booktitle = {Advances in Intelligent Data Analysis {XIX} - 19th International Symposium
on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12695},
pages = {350--361},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-74251-5\_28},
doi = {10.1007/978-3-030-74251-5\_28},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/KalehbastiUMG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/KokBMSK21,
author = {Thomas T. Kok and
Rachel M. Brouwer and
Ren{\'{e}} C. W. Mandl and
Hugo G. Schnack and
Georg Krempl},
editor = {Pedro Henriques Abreu and
Pedro Pereira Rodrigues and
Alberto Fern{\'{a}}ndez and
Jo{\~{a}}o Gama},
title = {Active Selection of Classification Features},
booktitle = {Advances in Intelligent Data Analysis {XIX} - 19th International Symposium
on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12695},
pages = {184--195},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-74251-5\_15},
doi = {10.1007/978-3-030-74251-5\_15},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/KokBMSK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/KrajcaT21,
author = {Petr Krajca and
Martin Trnecka},
editor = {Pedro Henriques Abreu and
Pedro Pereira Rodrigues and
Alberto Fern{\'{a}}ndez and
Jo{\~{a}}o Gama},
title = {Reducing Negative Impact of Noise in Boolean Matrix Factorization
with Association Rules},
booktitle = {Advances in Intelligent Data Analysis {XIX} - 19th International Symposium
on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12695},
pages = {365--375},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-74251-5\_29},
doi = {10.1007/978-3-030-74251-5\_29},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/KrajcaT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/KulessaMF21,
author = {Moritz Kulessa and
Eneldo Loza Menc{\'{\i}}a and
Johannes F{\"{u}}rnkranz},
editor = {Pedro Henriques Abreu and
Pedro Pereira Rodrigues and
Alberto Fern{\'{a}}ndez and
Jo{\~{a}}o Gama},
title = {Revisiting Non-specific Syndromic Surveillance},
booktitle = {Advances in Intelligent Data Analysis {XIX} - 19th International Symposium
on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12695},
pages = {128--140},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-74251-5\_11},
doi = {10.1007/978-3-030-74251-5\_11},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/KulessaMF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/KuzmanovskiH21,
author = {Vladimir Kuzmanovski and
Jaakko Hollm{\'{e}}n},
editor = {Pedro Henriques Abreu and
Pedro Pereira Rodrigues and
Alberto Fern{\'{a}}ndez and
Jo{\~{a}}o Gama},
title = {Composite Surrogate for Likelihood-Free Bayesian Optimisation in High-Dimensional
Settings of Activity-Based Transportation Models},
booktitle = {Advances in Intelligent Data Analysis {XIX} - 19th International Symposium
on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12695},
pages = {171--183},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-74251-5\_14},
doi = {10.1007/978-3-030-74251-5\_14},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/KuzmanovskiH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/LargeronMR21,
author = {Christine Largeron and
Andrei Mardale and
Marian{-}Andrei Rizoiu},
editor = {Pedro Henriques Abreu and
Pedro Pereira Rodrigues and
Alberto Fern{\'{a}}ndez and
Jo{\~{a}}o Gama},
title = {Linking the Dynamics of User Stance to the Structure of Online Discussions},
booktitle = {Advances in Intelligent Data Analysis {XIX} - 19th International Symposium
on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12695},
pages = {275--286},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-74251-5\_22},
doi = {10.1007/978-3-030-74251-5\_22},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/LargeronMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/LeeAPL21,
author = {Zed Lee and
Nicholas Anton and
Panagiotis Papapetrou and
Tony Lindgren},
editor = {Pedro Henriques Abreu and
Pedro Pereira Rodrigues and
Alberto Fern{\'{a}}ndez and
Jo{\~{a}}o Gama},
title = {Z-Hist: {A} Temporal Abstraction of Multivariate Histogram Snapshots},
booktitle = {Advances in Intelligent Data Analysis {XIX} - 19th International Symposium
on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12695},
pages = {376--388},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-74251-5\_30},
doi = {10.1007/978-3-030-74251-5\_30},
timestamp = {Wed, 14 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/LeeAPL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/LeeuwenBBP21,
author = {Frederique van Leeuwen and
Bas Bosma and
Arjan van den Born and
Eric Postma},
editor = {Pedro Henriques Abreu and
Pedro Pereira Rodrigues and
Alberto Fern{\'{a}}ndez and
Jo{\~{a}}o Gama},
title = {{RTL:} {A} Robust Time Series Labeling Algorithm},
booktitle = {Advances in Intelligent Data Analysis {XIX} - 19th International Symposium
on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12695},
pages = {414--425},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-74251-5\_33},
doi = {10.1007/978-3-030-74251-5\_33},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/LeeuwenBBP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/MullerB21,
author = {Nicolas M. M{\"{u}}ller and
Konstantin B{\"{o}}ttinger},
editor = {Pedro Henriques Abreu and
Pedro Pereira Rodrigues and
Alberto Fern{\'{a}}ndez and
Jo{\~{a}}o Gama},
title = {Adversarial Vulnerability of Active Transfer Learning},
booktitle = {Advances in Intelligent Data Analysis {XIX} - 19th International Symposium
on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12695},
pages = {116--127},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-74251-5\_10},
doi = {10.1007/978-3-030-74251-5\_10},
timestamp = {Wed, 14 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/MullerB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/OthmanFACK21,
author = {Rania Othman and
Rim Faiz and
Youcef Abdelsadek and
Kamel Chelghoum and
Imed Kacem},
editor = {Pedro Henriques Abreu and
Pedro Pereira Rodrigues and
Alberto Fern{\'{a}}ndez and
Jo{\~{a}}o Gama},
title = {Deep Hybrid Neural Networks with Improved Weighted Word Embeddings
for Sentiment Analysis},
booktitle = {Advances in Intelligent Data Analysis {XIX} - 19th International Symposium
on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12695},
pages = {50--62},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-74251-5\_5},
doi = {10.1007/978-3-030-74251-5\_5},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ida/OthmanFACK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/PeetersMH21,
author = {Sven Peeters and
Vitalik Melnikov and
Eyke H{\"{u}}llermeier},
editor = {Pedro Henriques Abreu and
Pedro Pereira Rodrigues and
Alberto Fern{\'{a}}ndez and
Jo{\~{a}}o Gama},
title = {Performance Prediction for Hardware-Software Configurations: {A} Case
Study for Video Games},
booktitle = {Advances in Intelligent Data Analysis {XIX} - 19th International Symposium
on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12695},
pages = {222--234},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-74251-5\_18},
doi = {10.1007/978-3-030-74251-5\_18},
timestamp = {Wed, 14 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/PeetersMH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/PiletFT21,
author = {Amaury Bouchra Pilet and
Davide Frey and
Fran{\c{c}}ois Ta{\"{\i}}ani},
editor = {Pedro Henriques Abreu and
Pedro Pereira Rodrigues and
Alberto Fern{\'{a}}ndez and
Jo{\~{a}}o Gama},
title = {Simple, Efficient and Convenient Decentralized Multi-task Learning
for Neural Networks},
booktitle = {Advances in Intelligent Data Analysis {XIX} - 19th International Symposium
on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12695},
pages = {37--49},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-74251-5\_4},
doi = {10.1007/978-3-030-74251-5\_4},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/PiletFT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/ProuteauCD0LCM21,
author = {Thibault Prouteau and
Victor Connes and
Nicolas Dugu{\'{e}} and
Anthony Perez and
Jean{-}Charles Lamirel and
Nathalie Camelin and
Sylvain Meignier},
editor = {Pedro Henriques Abreu and
Pedro Pereira Rodrigues and
Alberto Fern{\'{a}}ndez and
Jo{\~{a}}o Gama},
title = {SINr: Fast Computing of Sparse Interpretable Node Representations
is not a Sin!},
booktitle = {Advances in Intelligent Data Analysis {XIX} - 19th International Symposium
on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12695},
pages = {325--337},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-74251-5\_26},
doi = {10.1007/978-3-030-74251-5\_26},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/ProuteauCD0LCM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/RacherB21,
author = {Victoria Racher and
Christian Borgelt},
editor = {Pedro Henriques Abreu and
Pedro Pereira Rodrigues and
Alberto Fern{\'{a}}ndez and
Jo{\~{a}}o Gama},
title = {Gradient Ascent for Best Response Regression},
booktitle = {Advances in Intelligent Data Analysis {XIX} - 19th International Symposium
on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12695},
pages = {141--154},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-74251-5\_12},
doi = {10.1007/978-3-030-74251-5\_12},
timestamp = {Wed, 14 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/RacherB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/RadMSLPD21,
author = {Andrei{-}Cristian Rad and
Ioan{-}Horia{-}Mihai Muntean and
Anda{-}Diana Stoica and
Camelia Lemnaru and
Rodica Potolea and
Mihaela D{\^{\i}}nsoreanu},
editor = {Pedro Henriques Abreu and
Pedro Pereira Rodrigues and
Alberto Fern{\'{a}}ndez and
Jo{\~{a}}o Gama},
title = {Semantically Enriching Embeddings of Highly Inflectable Verbs for
Improving Intent Detection in a Romanian Home Assistant Scenario},
booktitle = {Advances in Intelligent Data Analysis {XIX} - 19th International Symposium
on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12695},
pages = {251--262},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-74251-5\_20},
doi = {10.1007/978-3-030-74251-5\_20},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/RadMSLPD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/SaadaRN21,
author = {Mira Ait Saada and
Fran{\c{c}}ois Role and
Mohamed Nadif},
editor = {Pedro Henriques Abreu and
Pedro Pereira Rodrigues and
Alberto Fern{\'{a}}ndez and
Jo{\~{a}}o Gama},
title = {Unsupervised Methods for the Study of Transformer Embeddings},
booktitle = {Advances in Intelligent Data Analysis {XIX} - 19th International Symposium
on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12695},
pages = {287--300},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-74251-5\_23},
doi = {10.1007/978-3-030-74251-5\_23},
timestamp = {Wed, 14 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/SaadaRN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/SchneiderV21,
author = {Johannes Schneider and
Michalis Vlachos},
editor = {Pedro Henriques Abreu and
Pedro Pereira Rodrigues and
Alberto Fern{\'{a}}ndez and
Jo{\~{a}}o Gama},
title = {Explaining Neural Networks by Decoding Layer Activations},
booktitle = {Advances in Intelligent Data Analysis {XIX} - 19th International Symposium
on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12695},
pages = {63--75},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-74251-5\_6},
doi = {10.1007/978-3-030-74251-5\_6},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ida/SchneiderV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/SilvaC21,
author = {Luan V. M. da Silva and
Ricardo Cerri},
editor = {Pedro Henriques Abreu and
Pedro Pereira Rodrigues and
Alberto Fern{\'{a}}ndez and
Jo{\~{a}}o Gama},
title = {Feature Selection for Hierarchical Multi-label Classification},
booktitle = {Advances in Intelligent Data Analysis {XIX} - 19th International Symposium
on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12695},
pages = {196--208},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-74251-5\_16},
doi = {10.1007/978-3-030-74251-5\_16},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/SilvaC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/StierG21,
author = {Julian Stier and
Michael Granitzer},
editor = {Pedro Henriques Abreu and
Pedro Pereira Rodrigues and
Alberto Fern{\'{a}}ndez and
Jo{\~{a}}o Gama},
title = {DeepGG: {A} Deep Graph Generator},
booktitle = {Advances in Intelligent Data Analysis {XIX} - 19th International Symposium
on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12695},
pages = {313--324},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-74251-5\_25},
doi = {10.1007/978-3-030-74251-5\_25},
timestamp = {Wed, 14 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/StierG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/TradS21,
author = {Rafi Trad and
Myra Spiliopoulou},
editor = {Pedro Henriques Abreu and
Pedro Pereira Rodrigues and
Alberto Fern{\'{a}}ndez and
Jo{\~{a}}o Gama},
title = {A Framework for Authorial Clustering of Shorter Texts in Latent Semantic
Spaces},
booktitle = {Advances in Intelligent Data Analysis {XIX} - 19th International Symposium
on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12695},
pages = {301--312},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-74251-5\_24},
doi = {10.1007/978-3-030-74251-5\_24},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/TradS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/TrindadeVFPJ21,
author = {Joana Trindade and
Jo{\~{a}}o Vinagre and
Kelwin Fernandes and
Nuno Paiva and
Al{\'{\i}}pio Jorge},
editor = {Pedro Henriques Abreu and
Pedro Pereira Rodrigues and
Alberto Fern{\'{a}}ndez and
Jo{\~{a}}o Gama},
title = {Partially Monotonic Learning for Neural Networks},
booktitle = {Advances in Intelligent Data Analysis {XIX} - 19th International Symposium
on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12695},
pages = {12--23},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-74251-5\_2},
doi = {10.1007/978-3-030-74251-5\_2},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/TrindadeVFPJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/VaudaineJL21,
author = {R{\'{e}}mi Vaudaine and
Baptiste Jeudy and
Christine Largeron},
editor = {Pedro Henriques Abreu and
Pedro Pereira Rodrigues and
Alberto Fern{\'{a}}ndez and
Jo{\~{a}}o Gama},
title = {Detection of Contextual Anomalies in Attributed Graphs},
booktitle = {Advances in Intelligent Data Analysis {XIX} - 19th International Symposium
on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12695},
pages = {338--349},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-74251-5\_27},
doi = {10.1007/978-3-030-74251-5\_27},
timestamp = {Wed, 14 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/VaudaineJL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/VerbruggenOFHR21,
author = {Gust Verbruggen and
Lidia Contreras Ochando and
C{\`{e}}sar Ferri and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Luc De Raedt},
editor = {Pedro Henriques Abreu and
Pedro Pereira Rodrigues and
Alberto Fern{\'{a}}ndez and
Jo{\~{a}}o Gama},
title = {Muppets: Multipurpose Table Segmentation},
booktitle = {Advances in Intelligent Data Analysis {XIX} - 19th International Symposium
on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12695},
pages = {389--401},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-74251-5\_31},
doi = {10.1007/978-3-030-74251-5\_31},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/VerbruggenOFHR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/VerbruggenWDR21,
author = {Gust Verbruggen and
Elia Van Wolputte and
Sebastijan Dumancic and
Luc De Raedt},
editor = {Pedro Henriques Abreu and
Pedro Pereira Rodrigues and
Alberto Fern{\'{a}}ndez and
Jo{\~{a}}o Gama},
title = {avatar - Automated Feature Wrangling for Machine Learning},
booktitle = {Advances in Intelligent Data Analysis {XIX} - 19th International Symposium
on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12695},
pages = {235--247},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-74251-5\_19},
doi = {10.1007/978-3-030-74251-5\_19},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/VerbruggenWDR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/ZollerNH21,
author = {Marc{-}Andr{\'{e}} Z{\"{o}}ller and
Tien{-}Dung Nguyen and
Marco F. Huber},
editor = {Pedro Henriques Abreu and
Pedro Pereira Rodrigues and
Alberto Fern{\'{a}}ndez and
Jo{\~{a}}o Gama},
title = {Incremental Search Space Construction for Machine Learning Pipeline
Synthesis},
booktitle = {Advances in Intelligent Data Analysis {XIX} - 19th International Symposium
on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12695},
pages = {103--115},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-74251-5\_9},
doi = {10.1007/978-3-030-74251-5\_9},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/ZollerNH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ida/2021,
editor = {Pedro Henriques Abreu and
Pedro Pereira Rodrigues and
Alberto Fern{\'{a}}ndez and
Jo{\~{a}}o Gama},
title = {Advances in Intelligent Data Analysis {XIX} - 19th International Symposium
on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12695},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-74251-5},
doi = {10.1007/978-3-030-74251-5},
isbn = {978-3-030-74250-8},
timestamp = {Wed, 14 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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