Table of Contents

• Hyperspherical Weight Uncertainty in Neural NetworksBiraja Ghoshal, Allan Tucker. 3-11 [doi]
• Partially Monotonic Learning for Neural NetworksJoana Trindade, João Vinagre, Kelwin Fernandes, Nuno Paiva, Alípio Jorge. 12-23 [doi]
• Multiple-manifold Generation with an Ensemble GAN and Learned Noise PriorMatthew Amodio, Smita Krishnaswamy. 24-36 [doi]
• Simple, Efficient and Convenient Decentralized Multi-task Learning for Neural NetworksAmaury Bouchra Pilet, Davide Frey, François Taïani. 37-49 [doi]
• Deep Hybrid Neural Networks with Improved Weighted Word Embeddings for Sentiment AnalysisRania Othman, Rim Faiz, Youcef Abdelsadek, Kamel Chelghoum, Imed Kacem. 50-62 [doi]
• Explaining Neural Networks by Decoding Layer ActivationsJohannes Schneider, Michalis Vlachos. 63-75 [doi]
• Analogical Embedding for Analogy-Based Learning to RankMohsen Ahmadi Fahandar, Eyke Hüllermeier. 76-88 [doi]
• HORUS-NER: A Multimodal Named Entity Recognition Framework for Noisy DataDiego Esteves, José Marcelino, Piyush Chawla, Asja Fischer, Jens Lehmann 0001. 89-100 [doi]
• Incremental Search Space Construction for Machine Learning Pipeline SynthesisMarc-André Zöller, Tien Dung Nguyen, Marco F. Huber. 103-115 [doi]
• Adversarial Vulnerability of Active Transfer LearningNicolas M. Müller, Konstantin Böttinger. 116-127 [doi]
• Revisiting Non-specific Syndromic SurveillanceMoritz Kulessa, Eneldo Loza Mencía, Johannes Fürnkranz. 128-140 [doi]
• Gradient Ascent for Best Response RegressionVictoria Racher, Christian Borgelt. 141-154 [doi]
• Intelligent Structural Damage Detection: A Federated Learning ApproachAli Anaissi, Basem Suleiman, Mohamad Naji. 155-170 [doi]
• Composite Surrogate for Likelihood-Free Bayesian Optimisation in High-Dimensional Settings of Activity-Based Transportation ModelsVladimir Kuzmanovski, Jaakko Hollmén. 171-183 [doi]
• Active Selection of Classification FeaturesThomas T. Kok, Rachel M. Brouwer, René C. M. Mandl, Hugo G. Schnack, Georg Krempl. 184-195 [doi]
• Feature Selection for Hierarchical Multi-label ClassificationLuan V. M. da Silva, Ricardo Cerri. 196-208 [doi]
• Bandit Algorithm for both Unknown Best Position and Best Item Display on Web PagesCamille-Sovanneary Gauthier, Romaric Gaudel, Élisa Fromont. 209-221 [doi]
• Performance Prediction for Hardware-Software Configurations: A Case Study for Video GamesSven Peeters, Vitalik Melnikov, Eyke Hüllermeier. 222-234 [doi]
• avatar - Automated Feature Wrangling for Machine LearningGust Verbruggen, Elia Van Wolputte, Sebastijan Dumancic, Luc De Raedt. 235-247 [doi]
• Semantically Enriching Embeddings of Highly Inflectable Verbs for Improving Intent Detection in a Romanian Home Assistant ScenarioAndrei-Cristian Rad, Ioan-Horia-Mihai Muntean, Anda-Diana Stoica, Camelia Lemnaru, Rodica Potolea, Mihaela Dînsoreanu. 251-262 [doi]
• BoneBert: A BERT-based Automated Information Extraction System of Radiology Reports for Bone Fracture Detection and DiagnosisZhihao Dai, Zhong Li, Lianghao Han. 263-274 [doi]
• Linking the Dynamics of User Stance to the Structure of Online DiscussionsChristine Largeron, Andrei Mardale, Marian-Andrei Rizoiu. 275-286 [doi]
• Unsupervised Methods for the Study of Transformer EmbeddingsMira Ait Saada, François Role, Mohamed Nadif. 287-300 [doi]
• A Framework for Authorial Clustering of Shorter Texts in Latent Semantic SpacesRafi Trad, Myra Spiliopoulou. 301-312 [doi]
• DeepGG: A Deep Graph GeneratorJulian Stier, Michael Granitzer. 313-324 [doi]
• SINr: Fast Computing of Sparse Interpretable Node Representations is not a Sin!Thibault Prouteau, Victor Connes, Nicolas Dugué, Anthony Perez 0001, Jean-Charles Lamirel, Nathalie Camelin, Sylvain Meignier. 325-337 [doi]
• Detection of Contextual Anomalies in Attributed GraphsRémi Vaudaine, Baptiste Jeudy, Christine Largeron. 338-349 [doi]
• Ising-Based Louvain Method: Clustering Large Graphs with Specialized HardwarePouya Rezazadeh Kalehbasti, Hayato Ushijima-Mwesigwa, Avradip Mandal, Indradeep Ghosh. 350-361 [doi]
• Reducing Negative Impact of Noise in Boolean Matrix Factorization with Association RulesPetr Krajca, Martin Trnecka. 365-375 [doi]
• Z-Hist: A Temporal Abstraction of Multivariate Histogram SnapshotsZed Lee, Nicholas Anton, Panagiotis Papapetrou, Tony Lindgren. 376-388 [doi]
• Muppets: Multipurpose Table SegmentationGust Verbruggen, Lidia Contreras Ochando, Cèsar Ferri, José Hernández-Orallo, Luc De Raedt. 389-401 [doi]
• SpLyCI: Integrating Spreadsheets by Recognising and Solving Layout ConstraintsDirko Coetsee, Steve Kroon, McElory Hoffmann, Luc De Raedt. 402-413 [doi]
• RTL: A Robust Time Series Labeling AlgorithmFrederique van Leeuwen, Bas Bosma, Arjan van den Born, Eric Postma. 414-425 [doi]
• The Compromise of Data Privacy in Predictive PerformanceTânia Carvalho, Nuno Moniz. 426-438 [doi]
• Efficient Privacy Preserving Distributed K-Means for Non-IID DataAndré Brandão, Ricardo Mendes, João P. Vilela. 439-451 [doi]