Abstract is missing.
- Multi-modal Ensembles of Regressor Chains for Multi-output PredictionEkaterina Antonenko, Jesse Read. 1-13 [doi]
- A Two-Step Approach for Explainable Relation ExtractionHugo Ayats, Peggy Cellier, Sébastien Ferré. 14-25 [doi]
- Towards Automation of Topic Taxonomy ConstructionYann Dauxais, Urchade Zaratiana, Matthieu Laneuville, Simon David Hernandez, Pierre Holat, Charlie Grosman. 26-38 [doi]
- A Fault Detection Framework Based on LSTM Autoencoder: A Case Study for Volvo Bus Data SetNarjes Davari, Sepideh Pashami, Bruno Veloso, Slawomir Nowaczyk, Yuantao Fan, Pedro Mota Pereira, Rita P. Ribeiro, João Gama 0001. 39-52 [doi]
- Detection and Multi-label Classification of BatsLucile Dierckx, Mélanie Beauvois, Siegfried Nijssen. 53-65 [doi]
- End-to-End Mobile System for Diabetic Retinopathy Screening Based on Lightweight Deep Neural NetworkYaroub Elloumi, Nesrine Abroug, Mohamed Hedi Bedoui. 66-77 [doi]
- Efficient Bayesian Learning of Sparse Deep Artificial Neural NetworksMohamed Fakhfakh, Bassem Bouaziz, Lotfi Chaâri, Faïez Gargouri. 78-88 [doi]
- Tensor Completion Post-CorrectionHadi Fanaee-T. 89-101 [doi]
- s-LIME: Reconciling Locality and Fidelity in Linear ExplanationsRomaric Gaudel, Luis Galárraga, Julien Delaunay, Laurence Rozé, Vaishnavi Bhargava. 102-114 [doi]
- Quantifying Changes in Predictions of Classification Models for Data StreamsMaciej Grzenda. 115-127 [doi]
- Impact of Dimensionality on Nowcasting Seasonal Influenza with Environmental FactorsStefany Guarnizo, Ioanna Miliou, Panagiotis Papapetrou. 128-142 [doi]
- On Usefulness of Outlier Elimination in Classification TasksDusan Hetlerovic, Lubos Popelínský, Pavel Brazdil, Carlos Soares, Fernando Freitas. 143-156 [doi]
- Suitability of Different Metric Choices for Concept Drift DetectionFabian Hinder, Valerie Vaquet, Barbara Hammer. 157-170 [doi]
- Exploring the Geometry and Topology of Neural Network Loss LandscapesStefan Horoi, Jessie Huang, Bastian Rieck, Guillaume Lajoie, Guy Wolf, Smita Krishnaswamy. 171-184 [doi]
- Selecting Outstanding Patterns Based on Their NeighbourhoodEtienne Lehembre, Ronan Bureau, Bruno Crémilleux, Bertrand Cuissart, Jean Luc Lamotte, Alban Lepailleur, Abdelkader Ouali, Albrecht Zimmermann. 185-198 [doi]
- Using Explainable Boosting Machine to Compare Idiographic and Nomothetic Approaches for Ecological Momentary Assessment DataMandani Ntekouli, Gerasimos Spanakis, Lourens J. Waldorp, Anne Roefs. 199-211 [doi]
- dunXai: DO-U-Net for Explainable (Multi-label) Image Classification - Applications to Biomedical ImagesToyah Overton, Allan Tucker, Tim James, Dimitar Hristozov. 212-224 [doi]
- AGS: Attribution Guided Sharpening as a Defense Against Adversarial AttacksJavier Perez Tobia, Phillip Braun, Apurva Narayan. 225-236 [doi]
- VAE-CE: Visual Contrastive Explanation Using Disentangled VAEsYoeri Poels, Vlado Menkovski. 237-250 [doi]
- Evaluation of Uplift Models with Non-Random Assignment BiasMina Rafla, Nicolas Voisine, Bruno Crémilleux. 251-263 [doi]
- A Generic Trace Ordering Framework for Incremental Process DiscoveryDaniel Schuster, Emanuel Domnitsch, Sebastiaan J. van Zelst, Wil M. P. van der Aalst. 264-277 [doi]
- Bank Statements to Network Features: Extracting Features Out of Time Series Using Visibility GraphNirbhaya Shaji, João Gama 0001, Rita P. Ribeiro, Pedro Gomes. 278-289 [doi]
- Modular-Relatedness for Continual LearningAmmar Shaker, Francesco Alesiani, Shujian Yu. 290-301 [doi]
- Combining Multiple Data Sources to Predict IUCN Conservation Status of ReptilesNádia Soares, João F. Gonçalves, Raquel Vasconcelos, Rita P. Ribeiro. 302-314 [doi]
- LG4AV: Combining Language Models and Graph Neural Networks for Author VerificationMaximilian Stubbemann, Gerd Stumme. 315-326 [doi]
- Efficient Subgroup Discovery Through Auto-EncodingJoost F. van der Haar, Sander C. Nagelkerken, Igor G. Smit, Kjell van Straaten, Janneke A. Tack, Rianne M. Schouten, Wouter Duivesteijn. 327-340 [doi]
- Simulation of Scientific Experiments with Generative ModelsStepan Veretennikov, Koen Minartz, Vlado Menkovski, Burcu Gumuscu, Jan de Boer. 341-353 [doi]
- A Learning Vector Quantization Architecture for Transfer Learning Based Classification in Case of Multiple Sources by Means of Null-Space EvaluationThomas Villmann, Daniel Staps, Jensun Ravichandran, Sascha Saralajew, Michael Biehl, Marika Kaden. 354-364 [doi]
- MuseBar: Alleviating Posterior Collapse in Recurrent VAEs Toward Music GenerationHuiyao Wu, Maryam Tavakol. 365-377 [doi]
- Parameter Learning in ProbLog with Annotated DisjunctionsWen-Chi Yang, Arcchit Jain, Luc De Raedt, Wannes Meert. 378-391 [doi]
- Semantic-Based Few-Shot Classification by Psychometric LearningLu Yin 0006, Vlado Menkovski, Yulong Pei, Mykola Pechenizkiy. 392-403 [doi]