| 2022 | Parameter Learning in ProbLog with Annotated Disjunctions. | Wen-Chi Yang, Arcchit Jain, Luc De Raedt, Wannes Meert |
| 2022 | MuseBar: Alleviating Posterior Collapse in Recurrent VAEs Toward Music Generation. | Huiyao Wu, Maryam Tavakol |
| 2022 | A Learning Vector Quantization Architecture for Transfer Learning Based Classification in Case of Multiple Sources by Means of Null-Space Evaluation. | Thomas Villmann, Daniel Staps, Jensun Ravichandran, Sascha Saralajew, Michael Biehl, Marika Kaden |
| 2022 | Simulation of Scientific Experiments with Generative Models. | Stepan Veretennikov, Koen Minartz, Vlado Menkovski, Burcu Gumuscu, Jan de Boer |
| 2022 | AGS: Attribution Guided Sharpening as a Defense Against Adversarial Attacks. | Javier Perez Tobia, Phillip Braun, Apurva Narayan |
| 2022 | LG4AV: Combining Language Models and Graph Neural Networks for Author Verification. | Maximilian Stubbemann, Gerd Stumme |
| 2022 | Combining Multiple Data Sources to Predict IUCN Conservation Status of Reptiles. | Ndia Soares, Joo F. Gonalves, Raquel Vasconcelos, Rita P. Ribeiro |
| 2022 | Modular-Relatedness for Continual Learning. | Ammar Shaker, Francesco Alesiani, Shujian Yu |
| 2022 | Bank Statements to Network Features: Extracting Features Out of Time Series Using Visibility Graph. | Nirbhaya Shaji, Joo Gama, Rita P. Ribeiro, Pedro Gomes |
| 2022 | A Generic Trace Ordering Framework for Incremental Process Discovery. | Daniel Schuster, Emanuel Domnitsch, Sebastiaan J. van Zelst, Wil M. P. van der Aalst |
| 2022 | Evaluation of Uplift Models with Non-Random Assignment Bias. | Mina Rafla, Nicolas Voisine, Bruno Crmilleux |
| 2022 | VAE-CE: Visual Contrastive Explanation Using Disentangled VAEs. | Yoeri Poels, Vlado Menkovski |
| 2022 | dunXai: DO-U-Net for Explainable (Multi-label) Image Classification - Applications to Biomedical Images. | Toyah Overton, Allan Tucker, Tim James, Dimitar Hristozov |
| 2022 | Using Explainable Boosting Machine to Compare Idiographic and Nomothetic Approaches for Ecological Momentary Assessment Data. | Mandani Ntekouli, Gerasimos Spanakis, Lourens J. Waldorp, Anne Roefs |
| 2022 | Selecting Outstanding Patterns Based on Their Neighbourhood. | Etienne Lehembre, Ronan Bureau, Bruno Crmilleux, Bertrand Cuissart, Jean Luc Lamotte, Alban Lepailleur, Abdelkader Ouali, Albrecht Zimmermann |
| 2022 | Exploring the Geometry and Topology of Neural Network Loss Landscapes. | Stefan Horoi, Jessie Huang, Bastian Rieck, Guillaume Lajoie, Guy Wolf, Smita Krishnaswamy |
| 2022 | Suitability of Different Metric Choices for Concept Drift Detection. | Fabian Hinder, Valerie Vaquet, Barbara Hammer |
| 2022 | On Usefulness of Outlier Elimination in Classification Tasks. | Dusan Hetlerovic, Lubos Popelnsk, Pavel Brazdil, Carlos Soares, Fernando Freitas |
| 2022 | Efficient Subgroup Discovery Through Auto-Encoding. | Joost F. van der Haar, Sander C. Nagelkerken, Igor G. Smit, Kjell van Straaten, Janneke A. Tack, Rianne Margaretha Schouten, Wouter Duivesteijn |
| 2022 | Impact of Dimensionality on Nowcasting Seasonal Influenza with Environmental Factors. | Stefany Guarnizo, Ioanna Miliou, Panagiotis Papapetrou |
| 2022 | Quantifying Changes in Predictions of Classification Models for Data Streams. | Maciej Grzenda |
| 2022 | s-LIME: Reconciling Locality and Fidelity in Linear Explanations. | Romaric Gaudel, Luis Galrraga, Julien Delaunay, Laurence Roz, Vaishnavi Bhargava |
| 2022 | Tensor Completion Post-Correction. | Hadi Fanaee-T |
| 2022 | Efficient Bayesian Learning of Sparse Deep Artificial Neural Networks. | Mohamed Fakhfakh, Bassem Bouaziz, Lotfi Chari, Faez Gargouri |
| 2022 | End-to-End Mobile System for Diabetic Retinopathy Screening Based on Lightweight Deep Neural Network. | Yaroub Elloumi, Nesrine Abroug, Mohamed Hedi Bedoui |