Abstract is missing.
- Model Optimization in Imbalanced RegressionAnibal Silva, Rita P. Ribeiro, Nuno Moniz. 3-21 [doi]
- Discovery of Differential Equations Using Probabilistic GrammarsBostjan Gec, Nina Omejc, Jure Brence, Saso Dzeroski, Ljupco Todorovski. 22-31 [doi]
- Hyperparameter Importance of Quantum Neural Networks Across Small DatasetsCharles Moussa, Jan N. van Rijn, Thomas Bäck, Vedran Dunjko. 32-46 [doi]
- ImitAL: Learned Active Learning Strategy on Synthetic DataJulius Gonsior, Maik Thiele, Wolfgang Lehner. 47-56 [doi]
- Predicting Potential Real-Time Donations in YouTube Live Streaming Services via Continuous-Time Dynamic GraphRuidong Jin, Xin Liu 0020, Tsuyoshi Murata. 59-73 [doi]
- Semi-supervised Change Point Detection Using Active LearningArne De Brabandere, Zhenxiang Cao, Maarten De Vos, Alexander Bertrand, Jesse Davis. 74-88 [doi]
- Adaptive Neural Networks for Online Domain Incremental Continual LearningNuwan Gunasekara, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer. 89-103 [doi]
- Incremental Update of Locally Optimal Classification RulesPhuong Huynh Van Quoc, Florian Beck, Johannes Fürnkranz. 104-113 [doi]
- Policy Evaluation with Delayed, Aggregated Anonymous FeedbackGuilherme Dinis Junior, Sindri Magnússon, Jaakko Hollmén. 114-123 [doi]
- Spatial Cross-Validation for Globally Distributed DataRita Beigaite, Michael Mechenich, Indre Zliobaite. 127-140 [doi]
- Leveraging Spatio-Temporal Autocorrelation to Improve the Forecasting of the Energy Consumption in Smart GridsAnnunziata D'Aversa, Stefano Polimena, Gianvito Pio, Michelangelo Ceci. 141-156 [doi]
- Elastic Product Quantization for Time SeriesPieter Robberechts, Wannes Meert, Jesse Davis. 157-172 [doi]
- Stress Detection from Wearable Sensor Data Using Gramian Angular Fields and CNNMichela Quadrini, Sebastian Daberdaku, Alessandro Blanda, Antonino Capuccio, Luca Bellanova, Gianluca Gerard. 173-183 [doi]
- Multi-attribute Transformers for Sequence Prediction in Business Process ManagementGonzalo Rivera Lazo, Ricardo Ñanculef. 184-194 [doi]
- Data-Driven Prediction of Athletes' Performance Based on Their Social Media PresenceFrank Dreyer, Jannik Greif, Kolja Günther, Myra Spiliopoulou, Uli Niemann. 197-211 [doi]
- Link Prediction with Text in Online Social Networks: The Role of Textual Content on High-Resolution Temporal DataManuel Dileo, Cheick Tidiane Ba, Matteo Zignani, Sabrina Gaito. 212-226 [doi]
- Weakly Supervised Named Entity Recognition for Carbon Storage Using Deep Neural NetworksRené Gómez Londoño, Sylvain Wlodarczyk, Molood Arman, Francesca Bugiotti, Nacéra Bennacer Seghouani. 227-242 [doi]
- Predicting User Dropout from Their Online Learning BehaviorParisa Shayan, Menno van Zaanen, Martin Atzmueller. 243-252 [doi]
- Efficient Multivariate Data Fusion for Misinformation Detection During High Impact EventsLucas P. Damasceno, Allison Shafer, Nathalie Japkowicz, Charles C. Cavalcante, Zois Boukouvalas. 253-268 [doi]
- MQ-OFL: Multi-sensitive Queue-based Online Fair LearningFarnaz Sadeghi, Herna L. Viktor. 271-285 [doi]
- Multi-fairness Under Class-ImbalanceArjun Roy 0001, Vasileios Iosifidis, Eirini Ntoutsi. 286-301 [doi]
- When Correlation Clustering Meets Fairness ConstraintsFrancesco Gullo, Lucio La Cava, Domenico Mandaglio, Andrea Tagarelli. 302-317 [doi]
- Cooperative Deep Unsupervised Anomaly DetectionFabrizio Angiulli, Fabio Fassetti, Luca Ferragina, Rosaria Spada. 318-328 [doi]
- On the Ranking of Variable Length Discords Through a Hybrid Outlier Detection ApproachHussein El Khansa, Carmen Gervet, Audrey Brouillet. 329-344 [doi]
- TextMatcher: Cross-Attentional Neural Network to Compare Image and TextValentina Arrigoni, Luisa Repele, Dario Marino Saccavino. 347-362 [doi]
- Can Cross-Domain Term Extraction Benefit from Cross-lingual Transfer?Tran Thi Hong Hanh, Matej Martinc, Antoine Doucet, Senja Pollak. 363-378 [doi]
- Retrieval-Efficiency Trade-Off of Unsupervised Keyword ExtractionBlaz Skrlj, Boshko Koloski, Senja Pollak. 379-393 [doi]
- A Fuzzy OWL Ontologies Embedding for Complex Ontology AlignmentsHouda Akremi, Mouhamed Gaith Ayadi, Sami Zghal. 394-404 [doi]
- Optimal Decoding of Hidden Markov Models with Consistency ConstraintsAlexandre Dubray, Guillaume Derval, Siegfried Nijssen, Pierre Schaus. 407-417 [doi]
- Semi-parametric Approach to Random Forests for High-Dimensional Bayesian OptimisationVladimir Kuzmanovski, Jaakko Hollmén. 418-428 [doi]
- A Clustering-Inspired Quality Measure for Exceptional Preferences Mining - Design Choices and ConsequencesRuben Franciscus Adrianus Verhaegh, Jacco Johannes Egbert Kiezebrink, Frank Nusteling, Arnaud Wander André Rio, Márton Bendegúz Bendicsek, Wouter Duivesteijn, Rianne Margaretha Schouten. 429-444 [doi]
- Recurrent Segmentation Meets Block Models in Temporal NetworksChamalee Wickrama Arachchi, Nikolaj Tatti. 445-459 [doi]
- Community Detection in Edge-Labeled GraphsIiro Kumpulainen, Nikolaj Tatti. 460-475 [doi]
- A Fast Heuristic for Computing Geodesic Closures in Large NetworksFlorian Seiffarth, Tamás Horváth 0001, Stefan Wrobel. 476-490 [doi]
- JUICE: JUstIfied Counterfactual ExplanationsAlejandro Kuratomi, Ioanna Miliou, Zed Lee, Tony Lindgren, Panagiotis Papapetrou. 493-508 [doi]
- Explaining Siamese Networks in Few-Shot Learning for Audio DataAndrea Fedele, Riccardo Guidotti, Dino Pedreschi. 509-524 [doi]
- Interpretable Latent Space to Enable Counterfactual ExplanationsFrancesco Bodria, Riccardo Guidotti, Fosca Giannotti, Dino Pedreschi. 525-540 [doi]
- Shapley Chains: Extending Shapley Values to Classifier ChainsCélia Wafa Ayad, Thomas Bonnier, Benjamin Bosch, Jesse Read. 541-555 [doi]
- Explaining Crash Predictions on Multivariate Time Series DataFrancesco Spinnato, Riccardo Guidotti, Mirco Nanni, Daniele Maccagnola, Giulia Paciello, Antonio Bencini Farina. 556-566 [doi]