Table of Contents

• Ensembles of Classifiers and Quantifiers with Data Fusion for Quantification LearningAdriane B. S. Serapião, Zahra Donyavi, Gustavo Batista. 3-17 [doi]
• Exploring the Intricacies of Neural Network OptimizationRafael Teixeira, Mário Antunes 0001, Rúben Sobral, João Martins, Diogo Gomes 0001, Rui L. Aguiar. 18-32 [doi]
• Exploring the Reduction of Configuration Spaces of WorkflowsFernando Freitas, Pavel Brazdil, Carlos Soares. 33-47 [doi]
• iSOUP-SymRF: Symbolic Feature Ranking with Random Forests in Online Multi-target RegressionAljaz Osojnik, Pance Panov, Saso Dzeroski. 48-63 [doi]
• Knowledge-Guided Additive Modeling for Supervised RegressionYann Claes, Vân Anh Huynh-Thu, Pierre Geurts. 64-78 [doi]
• Audience Prediction for Game Streaming Channels Based on Vectorization of User CommentsTakayasu Fushimi, Kazuki Sakamoto. 81-95 [doi]
• From Tweets to Stance: An Unsupervised Framework for User Stance Detection on TwitterMargherita Gambini, Caterina Senette, Tiziano Fagni, Maurizio Tesconi. 96-110 [doi]
• GLORIA: A Graph Convolutional Network-Based Approach for Review Spam DetectionGiuseppina Andresini, Annalisa Appice, Roberto Gasbarro, Donato Malerba. 111-125 [doi]
• Unmasking COVID-19 False Information on Twitter: A Topic-Based Approach with BERTRiccardo Cantini, Cristian Cosentino, Irene Kilanioti, Fabrizio Marozzo, Domenico Talia. 126-140 [doi]
• Unsupervised Key-Phrase Extraction from Long Texts with Multilingual Sentence TransformersHélder Dias, Artur Guimarães, Bruno Martins, Mathieu Roche. 141-155 [doi]
• Counterfactuals Explanations for Outliers via Subspaces Density Contrastive LossFabrizio Angiulli, Fabio Fassetti, Simona Nisticò, Luigi Palopoli 0001. 159-173 [doi]
• Explainable Spatio-Temporal Graph ModelingMassimiliano Altieri, Michelangelo Ceci, Roberto Corizzo. 174-188 [doi]
• Probabilistic Scoring Lists for Interpretable Machine LearningJonas Hanselle, Johannes Fürnkranz, Eyke Hüllermeier. 189-203 [doi]
• Refining Temporal Visualizations Using the Directional Coherence LossPavlin G. Policar, Blaz Zupan. 204-215 [doi]
• Semantic Enrichment of Explanations of AI Models for HealthcareLuca Corbucci, Anna Monreale, Cecilia Panigutti, Michela Natilli, Simona Smiraglio, Dino Pedreschi. 216-229 [doi]
• Text to Time Series Representations: Towards Interpretable Predictive ModelsMattia Poggioli, Francesco Spinnato, Riccardo Guidotti. 230-245 [doi]
• Enhancing Intra-modal Similarity in a Cross-Modal Triplet LossMario Mallea, Ricardo Ñanculef, Mauricio Araya. 249-264 [doi]
• Exploring the Potential of Optimal Active Learning via a Non-myopic Oracle PolicyChristoph Sandrock, Marek Herde, Daniel Kottke, Bernhard Sick. 265-276 [doi]
• Extrapolation is Not the Same as InterpolationYuxuan Wang, Ross D. King. 277-292 [doi]
• Gene Interactions in Survival Data Analysis: A Data-Driven Approach Using Restricted Mean Survival Time and Literature MiningJaka Kokosar, Martin Spendl, Blaz Zupan. 293-307 [doi]
• Joining Imputation and Active Feature Acquisition for Cost Saving on Data Streams with Missing FeaturesMaik Büttner, Christian Beyer, Myra Spiliopoulou. 308-322 [doi]
• EXPHLOT: EXplainable Privacy Assessment for Human LOcation TrajectoriesFrancesca Naretto, Roberto Pellungrini, Salvatore Rinzivillo, Daniele Fadda. 325-340 [doi]
• Fairness-Aware Mixture of Experts with Interpretability BudgetsJoe Germino, Nuno Moniz, Nitesh V. Chawla. 341-355 [doi]
• GenFair: A Genetic Fairness-Enhancing Data Generation FrameworkFederico Mazzoni, Marta Marchiori Manerba, Martina Cinquini, Riccardo Guidotti, Salvatore Ruggieri. 356-371 [doi]
• Privacy-Preserving Learning of Random Forests Without Revealing the TreesLukas-Malte Bammert, Stefan Kramer 0001, Mattia Cerrato, Ernst Althaus. 372-386 [doi]
• Unlearning Spurious Correlations in Chest X-Ray ClassificationMisgina Tsighe Hagos, Kathleen M. Curran, Brian Mac Namee. 387-397 [doi]
• Explaining the Chronological Attribution of Greek Papyri ImagesJohn Pavlopoulos, Maria Konstantinidou, Georgios Vardakas, Isabelle Marthot-Santaniello, Elpida Perdiki, Dimitris Koutsianos, Aristidis Likas, Holger Essler. 401-415 [doi]
• Leveraging the Spatiotemporal Analysis of Meisho-e LandscapesKonstantina Liagkou, John Pavlopoulos, Ewa Machotka. 416-430 [doi]
• Predictive Inference Model of the Physical Environment that Emulates Predictive CodingEri Kuroda, Ichiro Kobayashi. 431-445 [doi]
• Transferring a Learned Qualitative Cart-Pole Control Model to Uneven TerrainsDomen Soberl, Ivan Bratko. 446-459 [doi]
• Which Way to Go - Finding Frequent Trajectories Through ClusteringThiago Andrade, João Gama 0001. 460-473 [doi]
• Boosting-Based Construction of BDDs for Linear Threshold Functions and Its Application to Verification of Neural NetworksYiping Tang, Kohei Hatano, Eiji Takimoto. 477-491 [doi]
• Interpretable Data Partitioning Through Tree-Based Clustering MethodsRiccardo Guidotti, Cristiano Landi, Andrea Beretta, Daniele Fadda, Mirco Nanni. 492-507 [doi]
• Jaccard-Constrained Dense Subgraph DiscoveryChamalee Wickrama Arachchi, Nikolaj Tatti. 508-522 [doi]
• RIMBO - An Ontology for Model Revision DatabasesFilip Kronström, Alexander H. Gower, Ievgeniia A. Tiukova, Ross D. King. 523-534 [doi]
• Unsupervised Graph Neural Networks for Source Code Similarity DetectionJulien Cassagne, Ettore Merlo, Paula Branco, Guy-Vincent Jourdan, Iosif-Viorel Onut. 535-549 [doi]
• A Universal Approach for Post-correcting Time Series Forecasts: Reducing Long-Term Errors in Multistep ScenariosDennis Slepov, Arunas Kalinauskas, Hadi Fanaee-T. 553-566 [doi]
• Explainable Deep Learning-Based Solar Flare Prediction with Post Hoc Attention for Operational ForecastingChetraj Pandey, Rafal A. Angryk, Manolis K. Georgoulis, Berkay Aydin. 567-581 [doi]
• Pseudo Session-Based Recommendation with Hierarchical Embedding and Session AttributesYuta Sumiya, Ryusei Numata, Satoshi Takahashi. 582-596 [doi]
• Chance and the Predictive Limit in Basketball (Both College and Professional)Albrecht Zimmermann. 599-613 [doi]
• Exploring Label Correlations for Quantification of ICD CodesIsabel Coutinho, Bruno Martins 0001. 614-627 [doi]
• +: A First-Order Logic Framework for Automated Improvement of Metabolic Network Models Through AbductionAlexander H. Gower, Konstantin Korovin, Daniel Brunnsåker, Ievgeniia A. Tiukova, Ross D. King. 628-643 [doi]
• Predicting Age from Human Lung Tissue Through Multi-modal Data IntegrationAthos Moraes, Marta Moreno, Rogério Ribeiro, Pedro G. Ferreira. 644-658 [doi]
• Error Analysis on Industry Data: Using Weak Segment Detection for Local Model Agnostic Prediction IntervalsRafael Mamede, Nuno Paiva, João Gama 0001. 661-672 [doi]
• HEART: Heterogeneous Log Anomaly Detection Using Robust TransformersPaul K. Mvula, Paula Branco, Guy-Vincent Jourdan, Herna L. Viktor. 673-687 [doi]
• Multi-kernel Times Series Outlier DetectionFlorian Kalinke, Edouard Fouché, Haiko Thiessen, Klemens Böhm. 688-702 [doi]
• Toward Streamlining the Evaluation of Novelty Detection in Data StreamsJean-Gabriel Gaudreault, Paula Branco. 703-717 [doi]