| 2020 | Event Recognition Based on Classification of Generated Image Captions. | Andrey V. Savchenko, Evgeniy V. Miasnikov |
| 2020 | Multivariate Time Series as Images: Imputation Using Convolutional Denoising Autoencoder. | Abdullah Al Safi, Christian Beyer, Vishnu Unnikrishnan, Myra Spiliopoulou |
| 2020 | Combining Machine Learning and Simulation to a Hybrid Modelling Approach: Current and Future Directions. | Laura von Rden, Sebastian Mayer, Rafet Sifa, Christian Bauckhage, Jochen Garcke |
| 2020 | Enhanced Word Embeddings for Anorexia Nervosa Detection on Social Media. | Diana Ramrez-Cifuentes, Christine Largeron, Julien Tissier, Ana Freire, Ricardo Baeza-Yates |
| 2020 | DO-U-Net for Segmentation and Counting - Applications to Satellite and Medical Images. | Toyah Overton, Allan Tucker |
| 2020 | Discriminative Bias for Learning Probabilistic Sentential Decision Diagrams. | Laura Isabel Galindez Olascoaga, Wannes Meert, Nimish Shah, Guy Van den Broeck, Marian Verhelst |
| 2020 | Improving Prediction with Causal Probabilistic Variables. | Ana Rita Nogueira, Joo Gama, Carlos Abreu Ferreira |
| 2020 | Detection of Derivative Discontinuities in Observational Data. | Dimitar Ninevski, Paul O'Leary |
| 2020 | AVATAR - Machine Learning Pipeline Evaluation Using Surrogate Model. | Tien-Dung Nguyen, Tomasz Maszczyk, Katarzyna Musial, Marc-Andr Zller, Bogdan Gabrys |
| 2020 | Actionable Subgroup Discovery and Urban Farm Optimization. | Alexandre Millot, Romain Mathonat, Rmy Cazabet, Jean-Franois Boulicaut |
| 2020 | A Distribution Dependent and Independent Complexity Analysis of Manifold Regularization. | Alexander Mey, Tom Julian Viering, Marco Loog |
| 2020 | Reconciling Predictions in the Regression Setting: An Application to Bus Travel Time Prediction. | Joo Mendes-Moreira, Mitra Baratchi |
| 2020 | A Late-Fusion Approach to Community Detection in Attributed Networks. | Chang Liu, Christine Largeron, Osmar R. Zaane, Shiva Zamani Gharaghooshi |
| 2020 | Percolation-Based Detection of Anomalous Subgraphs in Complex Networks. | Corentin Larroche, Johan Mazel, Stphan Clmenon |
| 2020 | Digital Footprints of International Migration on Twitter. | Jisu Kim, Alina Srbu, Fosca Giannotti, Lorenzo Gabrielli |
| 2020 | Overlapping Hierarchical Clustering (OHC). | Ian Jeantet, Zoltn Mikls, David Gross-Amblard |
| 2020 | Enriched Weisfeiler-Lehman Kernel for Improved Graph Clustering of Source Code. | Frank Hppner, Maximilian Jahnke |
| 2020 | Adversarial Attacks Hidden in Plain Sight. | Jan Philip Gpfert, Andr Artelt, Heiko Wersing, Barbara Hammer |
| 2020 | Estimating Uncertainty in Deep Learning for Reporting Confidence: An Application on Cell Type Prediction in Testes Based on Proteomics. | Biraja Ghoshal, Cecilia Lindskog, Allan Tucker |
| 2020 | Addressing the Resolution Limit and the Field of View Limit in Community Mining. | Shiva Zamani Gharaghooshi, Osmar R. Zaane, Christine Largeron, Mohammadmahdi Zafarmand, Chang Liu |
| 2020 | Widening for MDL-Based Retail Signature Discovery. | Clment Gautrais, Peggy Cellier, Matthijs van Leeuwen, Alexandre Termier |
| 2020 | A Consensus Approach to Improve NMF Document Clustering. | Mickael Febrissy, Mohamed Nadif |
| 2020 | Vouw: Geometric Pattern Mining Using the MDL Principle. | Micky Faas, Matthijs van Leeuwen |
| 2020 | Evaluation of CNN Performance in Semantically Relevant Latent Spaces. | Jeroen van Doorenmalen, Vlado Menkovski |
| 2020 | Computing Vertex-Vertex Dissimilarities Using Random Trees: Application to Clustering in Graphs. | Kevin Dalleau, Miguel Couceiro, Malika Smal-Tabbone |