| 2022 | Hyperparameter Importance of Quantum Neural Networks Across Small Datasets. | Charles Moussa, Jan N. van Rijn, Thomas Bck, Vedran Dunjko |
| 2022 | Weakly Supervised Named Entity Recognition for Carbon Storage Using Deep Neural Networks. | Ren Gmez Londoo, Sylvain Wlodarczyk, Molood Arman, Francesca Bugiotti, Nacra Bennacer Seghouani |
| 2022 | Multi-attribute Transformers for Sequence Prediction in Business Process Management. | Gonzalo Rivera Lazo, Ricardo anculef |
| 2022 | Semi-parametric Approach to Random Forests for High-Dimensional Bayesian Optimisation. | Vladimir Kuzmanovski, Jaakko Hollmn |
| 2022 | JUICE: JUstIfied Counterfactual Explanations. | Alejandro Kuratomi, Ioanna Miliou, Zed Lee, Tony Lindgren, Panagiotis Papapetrou |
| 2022 | Community Detection in Edge-Labeled Graphs. | Iiro Kumpulainen, Nikolaj Tatti |
| 2022 | On the Ranking of Variable Length Discords Through a Hybrid Outlier Detection Approach. | Hussein El Khansa, Carmen Gervet, Audrey Brouillet |
| 2022 | Policy Evaluation with Delayed, Aggregated Anonymous Feedback. | Guilherme Dinis Junior, Sindri Magnsson, Jaakko Hollmn |
| 2022 | Predicting Potential Real-Time Donations in YouTube Live Streaming Services via Continuous-Time Dynamic Graph. | Ruidong Jin, Xin Liu, Tsuyoshi Murata |
| 2022 | Can Cross-Domain Term Extraction Benefit from Cross-lingual Transfer? | Tran Thi Hong Hanh, Matej Martinc, Antoine Doucet, Senja Pollak |
| 2022 | Adaptive Neural Networks for Online Domain Incremental Continual Learning. | Nuwan Gunasekara, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer |
| 2022 | When Correlation Clustering Meets Fairness Constraints. | Francesco Gullo, Lucio La Cava, Domenico Mandaglio, Andrea Tagarelli |
| 2022 | ImitAL: Learned Active Learning Strategy on Synthetic Data. | Julius Gonsior, Maik Thiele, Wolfgang Lehner |
| 2022 | Discovery of Differential Equations Using Probabilistic Grammars. | Bostjan Gec, Nina Omejc, Jure Brence, Saso Dzeroski, Ljupco Todorovski |
| 2022 | Explaining Siamese Networks in Few-Shot Learning for Audio Data. | Andrea Fedele, Riccardo Guidotti, Dino Pedreschi |
| 2022 | Optimal Decoding of Hidden Markov Models with Consistency Constraints. | Alexandre Dubray, Guillaume Derval, Siegfried Nijssen, Pierre Schaus |
| 2022 | Data-Driven Prediction of Athletes' Performance Based on Their Social Media Presence. | Frank Dreyer, Jannik Greif, Kolja Gnther, Myra Spiliopoulou, Uli Niemann |
| 2022 | Link Prediction with Text in Online Social Networks: The Role of Textual Content on High-Resolution Temporal Data. | Manuel Dileo, Cheick Tidiane Ba, Matteo Zignani, Sabrina Gaito |
| 2022 | Leveraging Spatio-Temporal Autocorrelation to Improve the Forecasting of the Energy Consumption in Smart Grids. | Annunziata D'Aversa, Stefano Polimena, Gianvito Pio, Michelangelo Ceci |
| 2022 | Efficient Multivariate Data Fusion for Misinformation Detection During High Impact Events. | Lucas P. Damasceno, Allison Shafer, Nathalie Japkowicz, Charles C. Cavalcante, Zois Boukouvalas |
| 2022 | Semi-supervised Change Point Detection Using Active Learning. | Arne De Brabandere, Zhenxiang Cao, Maarten De Vos, Alexander Bertrand, Jesse Davis |
| 2022 | Interpretable Latent Space to Enable Counterfactual Explanations. | Francesco Bodria, Riccardo Guidotti, Fosca Giannotti, Dino Pedreschi |
| 2022 | Spatial Cross-Validation for Globally Distributed Data. | Rita Beigaite, Michael Mechenich, Indre Zliobaite |
| 2022 | Shapley Chains: Extending Shapley Values to Classifier Chains. | Clia Wafa Ayad, Thomas Bonnier, Benjamin Bosch, Jesse Read |
| 2022 | TextMatcher: Cross-Attentional Neural Network to Compare Image and Text. | Valentina Arrigoni, Luisa Repele, Dario Marino Saccavino |