| 2022 | Detection and Multi-label Classification of Bats. | Lucile Dierckx, Mlanie Beauvois, Siegfried Nijssen |
| 2022 | A Fault Detection Framework Based on LSTM Autoencoder: A Case Study for Volvo Bus Data Set. | Narjes Davari, Sepideh Pashami, Bruno Veloso, Slawomir Nowaczyk, Yuantao Fan, Pedro Mota Pereira, Rita P. Ribeiro, Joo Gama |
| 2022 | Towards Automation of Topic Taxonomy Construction. | Yann Dauxais, Urchade Zaratiana, Matthieu Laneuville, Simon David Hernandez, Pierre Holat, Charlie Grosman |
| 2022 | A Two-Step Approach for Explainable Relation Extraction. | H. Ambre Ayats, Peggy Cellier, Sbastien Ferr |
| 2022 | Multi-modal Ensembles of Regressor Chains for Multi-output Prediction. | Ekaterina Antonenko, Jesse Read |
| 2021 | Incremental Search Space Construction for Machine Learning Pipeline Synthesis. | Marc-Andr Zller, Tien-Dung Nguyen, Marco F. Huber |
| 2021 | avatar - Automated Feature Wrangling for Machine Learning. | Gust Verbruggen, Elia Van Wolputte, Sebastijan Dumancic, Luc De Raedt |
| 2021 | Muppets: Multipurpose Table Segmentation. | Gust Verbruggen, Lidia Contreras Ochando, Csar Ferri, Jos Hernndez-Orallo, Luc De Raedt |
| 2021 | Detection of Contextual Anomalies in Attributed Graphs. | Rmi Vaudaine, Baptiste Jeudy, Christine Largeron |
| 2021 | Partially Monotonic Learning for Neural Networks. | Joana Trindade, Joo Vinagre, Kelwin Fernandes, Nuno Paiva, Alpio Jorge |
| 2021 | A Framework for Authorial Clustering of Shorter Texts in Latent Semantic Spaces. | Rafi Trad, Myra Spiliopoulou |
| 2021 | DeepGG: A Deep Graph Generator. | Julian Stier, Michael Granitzer |
| 2021 | Feature Selection for Hierarchical Multi-label Classification. | Luan V. M. da Silva, Ricardo Cerri |
| 2021 | Explaining Neural Networks by Decoding Layer Activations. | Johannes Schneider, Michalis Vlachos |
| 2021 | Unsupervised Methods for the Study of Transformer Embeddings. | Mira Ait Saada, Franois Role, Mohamed Nadif |
| 2021 | Semantically Enriching Embeddings of Highly Inflectable Verbs for Improving Intent Detection in a Romanian Home Assistant Scenario. | Andrei-Cristian Rad, Ioan-Horia-Mihai Muntean, Anda-Diana Stoica, Camelia Lemnaru, Rodica Potolea, Mihaela Dnsoreanu |
| 2021 | Gradient Ascent for Best Response Regression. | Victoria Racher, Christian Borgelt |
| 2021 | SINr: Fast Computing of Sparse Interpretable Node Representations is not a Sin! | Thibault Prouteau, Victor Connes, Nicolas Dugu, Anthony Perez, Jean-Charles Lamirel, Nathalie Camelin, Sylvain Meignier |
| 2021 | Simple, Efficient and Convenient Decentralized Multi-task Learning for Neural Networks. | Amaury Bouchra Pilet, Davide Frey, Franois Taani |
| 2021 | Performance Prediction for Hardware-Software Configurations: A Case Study for Video Games. | Sven Peeters, Vitalik Melnikov, Eyke Hllermeier |
| 2021 | Deep Hybrid Neural Networks with Improved Weighted Word Embeddings for Sentiment Analysis. | Rania Othman, Rim Faiz, Youcef Abdelsadek, Kamel Chelghoum, Imed Kacem |
| 2021 | Adversarial Vulnerability of Active Transfer Learning. | Nicolas M. Mller, Konstantin Bttinger |
| 2021 | RTL: A Robust Time Series Labeling Algorithm. | Frederique van Leeuwen, Bas Bosma, Arjan van den Born, Eric O. Postma |
| 2021 | Z-Hist: A Temporal Abstraction of Multivariate Histogram Snapshots. | Zed Lee, Nicholas Anton, Panagiotis Papapetrou, Tony Lindgren |
| 2021 | Linking the Dynamics of User Stance to the Structure of Online Discussions. | Christine Largeron, Andrei Mardale, Marian-Andrei Rizoiu |