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@inproceedings{DBLP:conf/ida/BaierMF24, author = {Friederike Baier and Sebastian Mair and Samuel G. Fadel}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {Self-supervised Siamese Autoencoders}, booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14641}, pages = {117--128}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58547-0\_10}, doi = {10.1007/978-3-031-58547-0\_10}, timestamp = {Sat, 04 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/BaierMF24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/BroekLSVG24, author = {Ronald C. van den Broek and Rik Litjens and Tobias Sagis and Nina Verbeeke and Pratik Gajane}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {Multi-armed Bandits with Generalized Temporally-Partitioned Rewards}, booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14641}, pages = {41--52}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58547-0\_4}, doi = {10.1007/978-3-031-58547-0\_4}, timestamp = {Wed, 24 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/BroekLSVG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/CeccoMFMP24, author = {Antonio Di Cecco and Carlo Metta and Marco Fantozzi and Francesco Morandin and Maurizio Parton}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {GloNets: Globally Connected Neural Networks}, booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14641}, pages = {53--64}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58547-0\_5}, doi = {10.1007/978-3-031-58547-0\_5}, timestamp = {Sat, 04 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/CeccoMFMP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/DangV24, author = {Vu Minh Hoang Dang and Rakesh M. Verma}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {Data Quality in {NLP:} Metrics and a Comprehensive Taxonomy}, booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14641}, pages = {217--229}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58547-0\_18}, doi = {10.1007/978-3-031-58547-0\_18}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/DangV24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/DoanBKG24, author = {Tu My Doan and David Baumgartner and Benjamin Kille and Jon Atle Gulla}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {Automatically Detecting Political Viewpoints in Norwegian Text}, booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14641}, pages = {242--253}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58547-0\_20}, doi = {10.1007/978-3-031-58547-0\_20}, timestamp = {Sat, 04 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/DoanBKG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/FajriPYP24, author = {Ricky Maulana Fajri and Yulong Pei and Lu Yin and Mykola Pechenizkiy}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {A Structural-Clustering Based Active Learning for Graph Neural Networks}, booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14641}, pages = {28--40}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58547-0\_3}, doi = {10.1007/978-3-031-58547-0\_3}, timestamp = {Wed, 24 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/FajriPYP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/Ferre24, author = {S{\'{e}}bastien Ferr{\'{e}}}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {Tackling the Abstraction and Reasoning Corpus {(ARC)} with Object-Centric Models and the {MDL} Principle}, booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14641}, pages = {3--15}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58547-0\_1}, doi = {10.1007/978-3-031-58547-0\_1}, timestamp = {Sat, 04 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/Ferre24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/GolikGS24, author = {Pawel Golik and Maciej Grzenda and Elzbieta Sienkiewicz}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {Hybrid Ensemble-Based Travel Mode Prediction}, booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14641}, pages = {191--202}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58547-0\_16}, doi = {10.1007/978-3-031-58547-0\_16}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/GolikGS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/GourruLCL24, author = {Antoine Gourru and Charlotte Laclau and Manvi Choudhary and Christine Largeron}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {Variational Perspective on Fair Edge Prediction}, booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14641}, pages = {93--104}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58547-0\_8}, doi = {10.1007/978-3-031-58547-0\_8}, timestamp = {Sat, 04 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/GourruLCL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/HinderVH24, author = {Fabian Hinder and Valerie Vaquet and Barbara Hammer}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {A Remark on Concept Drift for Dependent Data}, booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14641}, pages = {77--89}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58547-0\_7}, doi = {10.1007/978-3-031-58547-0\_7}, timestamp = {Sat, 04 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/HinderVH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/KarlssonWNPA24, author = {Axel Karlsson and Tianze Wang and Slawomir Nowaczyk and Sepideh Pashami and Sahar Asadi}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {Mind the Data, Measuring the Performance Gap Between Tree Ensembles and Deep Learning on Tabular Data}, booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14641}, pages = {65--76}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58547-0\_6}, doi = {10.1007/978-3-031-58547-0\_6}, timestamp = {Sat, 04 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/KarlssonWNPA24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/KeraghelMN24, author = {Imed Keraghel and Stanislas Morbieu and Mohamed Nadif}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {Beyond Words: {A} Comparative Analysis of {LLM} Embeddings for Effective Clustering}, booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14641}, pages = {205--216}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58547-0\_17}, doi = {10.1007/978-3-031-58547-0\_17}, timestamp = {Wed, 24 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/KeraghelMN24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/KikajMR24, author = {Adem Kikaj and Giuseppe Marra and Luc De Raedt}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {Subgraph Mining for Graph Neural Networks}, booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14641}, pages = {141--152}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58547-0\_12}, doi = {10.1007/978-3-031-58547-0\_12}, timestamp = {Sat, 04 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/KikajMR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/KoloskiLCPSK24, author = {Boshko Koloski and Nada Lavrac and Bojan Cestnik and Senja Pollak and Blaz Skrlj and Andrej Kastrin}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {{AHAM:} Adapt, Help, Ask, Model Harvesting LLMs for Literature Mining}, booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14641}, pages = {254--265}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58547-0\_21}, doi = {10.1007/978-3-031-58547-0\_21}, timestamp = {Wed, 24 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/KoloskiLCPSK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/MolinaRVG24, author = {Mat{\'{\i}}as Molina and Rita P. Ribeiro and Bruno Veloso and Jo{\~{a}}o Gama}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {Super-Resolution Analysis for Landfill Waste Classification}, booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14641}, pages = {155--166}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58547-0\_13}, doi = {10.1007/978-3-031-58547-0\_13}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/MolinaRVG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/NuijtenM24, author = {Wouter W. L. Nuijten and Vlado Menkovski}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {Node Classification in Random Trees}, booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14641}, pages = {105--116}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58547-0\_9}, doi = {10.1007/978-3-031-58547-0\_9}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/NuijtenM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/PetkovicRMC24, author = {Marko Petkovic and Pablo Romero{-}Marimon and Vlado Menkovski and Sof{\'{\i}}a Calero}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {Equivariant Parameter Sharing for Porous Crystalline Materials}, booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14641}, pages = {129--140}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58547-0\_11}, doi = {10.1007/978-3-031-58547-0\_11}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/PetkovicRMC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/RotalintiMT24, author = {Ylenia Rotalinti and Puja Myles and Allan Tucker}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {Predicting Performance Drift in {AI} Models of Healthcare Without Ground Truth Labels}, booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14641}, pages = {167--178}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58547-0\_14}, doi = {10.1007/978-3-031-58547-0\_14}, timestamp = {Wed, 24 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/RotalintiMT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/SantosSA24, author = {Joana Cristo Santos and Miriam Seoane Santos and Pedro Henriques Abreu}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {An Interpretable Human-in-the-Loop Process to Improve Medical Image Classification}, booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14641}, pages = {179--190}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58547-0\_15}, doi = {10.1007/978-3-031-58547-0\_15}, timestamp = {Sat, 04 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/SantosSA24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/TerreauV24, author = {Enzo Terreau and Julien Velcin}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {Building Brownian Bridges to Learn Dynamic Author Representations from Texts}, booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14641}, pages = {230--241}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58547-0\_19}, doi = {10.1007/978-3-031-58547-0\_19}, timestamp = {Sat, 04 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/TerreauV24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/VloothuisD24, author = {Iko Vloothuis and Wouter Duivesteijn}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {{RMI-RRG:} {A} Soft Protocol to Postulate Monotonicity Constraints for Tabular Datasets}, booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14641}, pages = {16--27}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58547-0\_2}, doi = {10.1007/978-3-031-58547-0\_2}, timestamp = {Wed, 24 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/VloothuisD24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/ida/2024-1, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14641}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58547-0}, doi = {10.1007/978-3-031-58547-0}, isbn = {978-3-031-58546-3}, timestamp = {Wed, 24 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/2024-1.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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