| 2020 | Mining Disjoint Sequential Pattern Pairs from Tourist Trajectory Data. | Siqi Peng, Akihiro Yamamoto |
| 2020 | Federated Ensemble Regression Using Classification. | Oghenejokpeme I. Orhobor, Larisa N. Soldatova, Ross D. King |
| 2020 | Generating Explainable and Effective Data Descriptors Using Relational Learning: Application to Cancer Biology. | Oghenejokpeme I. Orhobor, Joseph French, Larisa N. Soldatova, Ross D. King |
| 2020 | Maximizing Network Coverage Under the Presence of Time Constraint by Injecting Most Effective k-Links. | Kouzou Ohara, Takayasu Fushimi, Kazumi Saito, Masahiro Kimura, Hiroshi Motoda |
| 2020 | On Aggregation in Ensembles of Multilabel Classifiers. | Vu-Linh Nguyen, Eyke Hllermeier, Michael Rapp, Eneldo Loza Menca, Johannes Frnkranz |
| 2020 | Constrained Clustering via Post-processing. | Nguyen-Viet-Dung Nghiem, Christel Vrain, Thi-Bich-Hanh Dao, Ian Davidson |
| 2020 | Predicting and Explaining Privacy Risk Exposure in Mobility Data. | Francesca Naretto, Roberto Pellungrini, Anna Monreale, Franco Maria Nardini, Mirco Musolesi |
| 2020 | Detecting Temporal Anomalies in Business Processes Using Distance-Based Methods. | Ioannis Mavroudopoulos, Anastasios Gounaris |
| 2020 | COVID-19 Therapy Target Discovery with Context-Aware Literature Mining. | Matej Martinc, Blaz Skrlj, Sergej Pirkmajer, Nada Lavrac, Bojan Cestnik, Martin Marzidovsek, Senja Pollak |
| 2020 | Enhanced Food Safety Through Deep Learning for Food Recalls Prediction. | Georgios Makridis, Philip Mavrepis, Dimosthenis Kyriazis, Ioanna Polychronou, Stathis Kaloudis |
| 2020 | Time Series Regression in Professional Road Cycling. | Arie-Willem de Leeuw, Mathieu Heijboer, Mathijs Hofmijster, Stephan van der Zwaard, Arno J. Knobbe |
| 2020 | Explaining Sentiment Classification with Synthetic Exemplars and Counter-Exemplars. | Orestis Lampridis, Riccardo Guidotti, Salvatore Ruggieri |
| 2020 | Evaluating Decision Makers over Selectively Labelled Data: A Causal Modelling Approach. | Riku Laine, Antti Hyttinen, Michael Mathioudakis |
| 2020 | Semantic Description of Data Mining Datasets: An Ontology-Based Annotation Schema. | Ana Kostovska, Saso Dzeroski, Pance Panov |
| 2020 | One-Class Ensembles for Rare Genomic Sequences Identification. | Jonathan Kaufmann, Kathryn Asalone, Roberto Corizzo, Colin Saldanha, John R. Bracht, Nathalie Japkowicz |
| 2020 | Pathway Activity Score Learning for Dimensionality Reduction of Gene Expression Data. | Ioulia Karagiannaki, Yannis Pantazis, Ekaterini Chatzaki, Ioannis Tsamardinos |
| 2020 | FABBOO - Online Fairness-Aware Learning Under Class Imbalance. | Vasileios Iosifidis, Eirini Ntoutsi |
| 2020 | Simultaneous Process Drift Detection and Characterization with Pattern-Based Change Detectors. | Angelo Impedovo, Paolo Mignone, Corrado Loglisci, Michelangelo Ceci |
| 2020 | FairNN - Conjoint Learning of Fair Representations for Fair Decisions. | Tongxin Hu, Vasileios Iosifidis, Wentong Liao, Hang Zhang, Michael Ying Yang, Eirini Ntoutsi, Bodo Rosenhahn |
| 2020 | WeakAL: Combining Active Learning and Weak Supervision. | Julius Gonsior, Maik Thiele, Wolfgang Lehner |
| 2020 | Balancing Between Scalability and Accuracy in Time-Series Classification for Stream and Batch Settings. | Apostolos Glenis, George A. Vouros |
| 2020 | Attention in Recurrent Neural Networks for Energy Disaggregation. | Nikolaos Virtsionis Gkalinikis, Christoforos Nalmpantis, Dimitris Vrakas |
| 2020 | On the Utilization of Structural and Textual Information of a Scientific Knowledge Graph to Discover Future Research Collaborations: A Link Prediction Perspective. | Nikolaos Giarelis, Nikos Kanakaris, Nikos I. Karacapilidis |
| 2020 | Iterative Multi-mode Discretization: Applications to Co-clustering. | Hadi Fanaee-T, Magne Thoresen |
| 2020 | Mining Constrained Regions of Interest: An Optimization Approach. | Alexandre Dubray, Guillaume Derval, Siegfried Nijssen, Pierre Schaus |