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@inproceedings{DBLP:conf/ida/AntonenkoMBZR24, author = {Ekaterina Antonenko and Michael Mechenich and Rita Beigaite and Indre Zliobaite and Jesse Read}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {Backward Inference in Probabilistic Regressor Chains with Distributional Constraints}, booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {14642}, pages = {43--55}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58553-1\_4}, doi = {10.1007/978-3-031-58553-1\_4}, timestamp = {Sat, 04 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/AntonenkoMBZR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/BjorklundSP24, author = {Anton Bj{\"{o}}rklund and Lauri Sepp{\"{a}}l{\"{a}}inen and Kai Puolam{\"{a}}ki}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {{SLIPMAP:} Fast and Robust Manifold Visualisation for Explainable {AI}}, booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {14642}, pages = {223--235}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58553-1\_18}, doi = {10.1007/978-3-031-58553-1\_18}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/BjorklundSP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/Bostrom24, author = {Henrik Bostr{\"{o}}m}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {Example-Based Explanations of Random Forest Predictions}, booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {14642}, pages = {185--196}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58553-1\_15}, doi = {10.1007/978-3-031-58553-1\_15}, timestamp = {Sat, 04 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/Bostrom24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/CarpentierTV24, author = {Louis Carpentier and Arne De Temmerman and Mathias Verbeke}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {Towards Contextual, Cost-Efficient Predictive Maintenance in Heavy-Duty Trucks}, booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {14642}, pages = {260--267}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58553-1\_21}, doi = {10.1007/978-3-031-58553-1\_21}, timestamp = {Wed, 24 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/CarpentierTV24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/DevagiriDBT24, author = {Vishnu Manasa Devagiri and Pierre Dagnely and Veselka Boeva and Elena Tsiporkova}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {Putting Sense into Incomplete Heterogeneous Data with Hypergraph Clustering Analysis}, booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {14642}, pages = {119--130}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58553-1\_10}, doi = {10.1007/978-3-031-58553-1\_10}, timestamp = {Sat, 04 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/DevagiriDBT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/DierkesSB24, author = {Joel Dierkes and Daniel Stelter and Christian Braune}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {{\(\lambda\)}-DBSCAN: Augmenting {DBSCAN} with Prior Knowledge}, booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {14642}, pages = {107--118}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58553-1\_9}, doi = {10.1007/978-3-031-58553-1\_9}, timestamp = {Wed, 24 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/DierkesSB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/DusingC24, author = {Christoph D{\"{u}}sing and Philipp Cimiano}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {Monitoring Concept Drift in Continuous Federated Learning Platforms}, booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {14642}, pages = {83--94}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58553-1\_7}, doi = {10.1007/978-3-031-58553-1\_7}, timestamp = {Sat, 04 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/DusingC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/FernandezGGSAGP24, author = {Guillermo Fern{\'{a}}ndez and Riccardo Guidotti and Fosca Giannotti and Mattia Setzu and Juan A. Aledo and Jos{\'{e}} A. G{\'{a}}mez and Jos{\'{e}} Miguel Puerta}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {FLocalX - Local to Global Fuzzy Explanations for Black Box Classifiers}, booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {14642}, pages = {197--209}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58553-1\_16}, doi = {10.1007/978-3-031-58553-1\_16}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/FernandezGGSAGP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/GerlachM24, author = {Thore Gerlach and Sascha M{\"{u}}cke}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {Investigating the Relation Between Problem Hardness and {QUBO} Properties}, booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {14642}, pages = {171--182}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58553-1\_14}, doi = {10.1007/978-3-031-58553-1\_14}, timestamp = {Sat, 04 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/GerlachM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/KielhoferMR24, author = {Lionel Kielh{\"{o}}fer and Felix Mohr and Jan N. van Rijn}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {Learning Curve Extrapolation Methods Across Extrapolation Settings}, booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {14642}, pages = {145--157}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58553-1\_12}, doi = {10.1007/978-3-031-58553-1\_12}, timestamp = {Sat, 04 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/KielhoferMR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/KiossouSNA24, author = {Harold Silv{\`{e}}re Kiossou and Pierre Schaus and Siegfried Nijssen and Ga{\"{e}}l Aglin}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {Efficient Lookahead Decision 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 {II}}, series = {Lecture Notes in Computer Science}, volume = {14642}, pages = {133--144}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58553-1\_11}, doi = {10.1007/978-3-031-58553-1\_11}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/KiossouSNA24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/LebeseMCBD24, author = {Thabang Lebese and C{\'{e}}cile Mattrand and David Clair and Jean{-}Marc Bourinet and Fran{\c{c}}ois Deheeger}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {Unsupervised Representation Learning for Smart Transportation}, booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {14642}, pages = {15--27}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58553-1\_2}, doi = {10.1007/978-3-031-58553-1\_2}, timestamp = {Sat, 04 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/LebeseMCBD24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/LemaireAN24, author = {Valentin Lemaire and Ga{\"{e}}l Aglin and Siegfried Nijssen}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {Interpretable Quantile Regression by Optimal Decision 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 {II}}, series = {Lecture Notes in Computer Science}, volume = {14642}, pages = {210--222}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58553-1\_17}, doi = {10.1007/978-3-031-58553-1\_17}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/LemaireAN24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/MazzoniGM24, author = {Federico Mazzoni and Riccardo Guidotti and Alessio Malizia}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {A Frank System for Co-Evolutionary Hybrid Decision-Making}, booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {14642}, pages = {236--248}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58553-1\_19}, doi = {10.1007/978-3-031-58553-1\_19}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/MazzoniGM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/NasriMRB24, author = {Maedeh Nasri and Thomas Maliappis and Carolien Rieffe and Mitra Baratchi}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {{T-DANTE:} Detecting Group Behaviour in Spatio-Temporal Trajectories Using Context Information}, booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {14642}, pages = {28--39}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58553-1\_3}, doi = {10.1007/978-3-031-58553-1\_3}, timestamp = {Sat, 04 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/NasriMRB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/NeumeyerSG24, author = {Simon Neumeyer and Julian Stier and Michael Granitzer}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {Efficient {NAS} with FaDE on Hierarchical Spaces}, booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {14642}, pages = {158--170}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58553-1\_13}, doi = {10.1007/978-3-031-58553-1\_13}, timestamp = {Tue, 14 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/NeumeyerSG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/PartonFVMG24, author = {Maurizio Parton and Andrea Fois and Michelangelo Vegli{\`{o}} and Carlo Metta and Marco Gregnanin}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {Predicting the Failure of Component {X} in the Scania Dataset with 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 {II}}, series = {Lecture Notes in Computer Science}, volume = {14642}, pages = {251--259}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58553-1\_20}, doi = {10.1007/978-3-031-58553-1\_20}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/PartonFVMG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/TunaBSM24, author = {Rodrigo Tuna and Yassine Baghoussi and Carlos Soares and Jo{\~{a}}o Mendes{-}Moreira}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {Kernel Corrector {LSTM}}, booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {14642}, pages = {3--14}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58553-1\_1}, doi = {10.1007/978-3-031-58553-1\_1}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/TunaBSM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/VieiraMVG24, author = {Pedro C. Vieira and Jo{\~{a}}o P. Montrezol and Jo{\~{a}}o T. Vieira and Jo{\~{a}}o Gama}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {S+t-SNE - Bringing Dimensionality Reduction to Data Streams}, booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {14642}, pages = {95--106}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58553-1\_8}, doi = {10.1007/978-3-031-58553-1\_8}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/VieiraMVG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/YuHSMP24, author = {Jinyang Yu and Sami Hamdan and Leonard Sasse and Abigail Morrison and Kaustubh R. Patil}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {Empirical Comparison Between Cross-Validation and Mutation-Validation in Model Selection}, booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {14642}, pages = {56--67}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58553-1\_5}, doi = {10.1007/978-3-031-58553-1\_5}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/YuHSMP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/ZhongW24, author = {Jie Zhong and Zhenkan Wang}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {Implementing Deep Learning Models for Imminent Component {X} Failures Prediction in Heavy-Duty Scania Trucks}, booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {14642}, pages = {268--276}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58553-1\_22}, doi = {10.1007/978-3-031-58553-1\_22}, timestamp = {Wed, 24 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/ZhongW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/ZuziakR24, author = {Maciej Krzysztof Zuziak and Salvatore Rinzivillo}, editor = {Ioanna Miliou and Nico Piatkowski and Panagiotis Papapetrou}, title = {Amplified Contribution Analysis for Federated Learning}, booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {14642}, pages = {68--79}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58553-1\_6}, doi = {10.1007/978-3-031-58553-1\_6}, timestamp = {Sat, 04 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/ZuziakR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/ida/2024-2, 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 {II}}, series = {Lecture Notes in Computer Science}, volume = {14642}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-58553-1}, doi = {10.1007/978-3-031-58553-1}, isbn = {978-3-031-58555-5}, timestamp = {Wed, 24 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/2024-2.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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