| 2017 | Predictive Clustering Trees for Hierarchical Multi-Target Regression. | Vanja Mileski, Saso Dzeroski, Dragi Kocev |
| 2017 | Droplet Ensemble Learning on Drifting Data Streams. | Pierre-Xavier Loeffel, Albert Bifet, Christophe Marsala, Marcin Detyniecki |
| 2017 | Learning DTW-Preserving Shapelets. | Arnaud Lods, Simon Malinowski, Romain Tavenard, Laurent Amsaleg |
| 2017 | The Actors of History: Narrative Network Analysis Reveals the Institutions of Power in British Society Between 1800-1950. | Thomas Lansdall-Welfare, Saatviga Sudhahar, James Thompson, Nello Cristianini |
| 2017 | ABIDE: Querying Time-Evolving Sequences of Temporal Intervals. | Orestis Kostakis, Panagiotis Papapetrou |
| 2017 | A Dynamic Adaptive Questionnaire for Improved Disease Diagnostics. | Xiaowei Kortum, Lorenz Grigull, Werner Lechner, Frank Klawonn |
| 2017 | KAPMiner: Mining Ordered Association Rules with Constraints. | Isak Karlsson, Panagiotis Papapetrou, Lars Asker |
| 2017 | Freudian Slips: Analysing the Internal Representations of a Neural Network from Its Mistakes. | Sen Jia, Thomas Lansdall-Welfare, Nello Cristianini |
| 2017 | Natural Language Analysis of Online Health Forums. | Abul Hasan, Mark Levene, David J. Weston |
| 2017 | Searching for Spatio-Temporal-Keyword Patterns in Semantic Trajectories. | Fragkiskos Gryllakis, Nikos Pelekis, Christos Doulkeridis, Stylianos Sideridis, Yannis Theodoridis |
| 2017 | Interactive Pattern Sampling for Characterizing Unlabeled Data. | Arnaud Giacometti, Arnaud Soulet |
| 2017 | Bucket Selection: A Model-Independent Diverse Selection Strategy for Widening. | Alexander Fillbrunn, Leonard Wrteler, Michael Grossniklaus, Michael R. Berthold |
| 2017 | Skin Cancer Detection in Dermoscopy Images Using Sub-Region Features. | Khalid Eltayef, Yongmin Li, Bashir I. Dodo, Xiaohui Liu |
| 2017 | Seasonal Variation in Collective Mood via Twitter Content and Medical Purchases. | Fabon Dzogang, James Goulding, Stafford Lightman, Nello Cristianini |
| 2017 | Regression Tree for Bandits Models in A/B Testing. | Emmanuelle Claeys, Pierre Ganarski, Myriam Maumy-Bertrand, Hubert Wassner |
| 2017 | Visualization of Topic-Sentiment Dynamics in Crowdfunding Projects. | Rafael Augusto Ferreira do Carmo, Soong Moon Kang, Ricardo Silva |
| 2017 | Biclustering Multivariate Time Series. | Ricardo Cachucho, Siegfried Nijssen, Arno J. Knobbe |
| 2017 | Discovering Motifs with Variants in Music Databases. | Riyadh Benammar, Christine Largeron, Vronique Eglin, Mylne Pardoen |
| 2017 | Improving Chairlift Security with Deep Learning. | Kevin Bascol, Rmi Emonet, lisa Fromont, Raluca Debusschere |
| 2016 | A Framework for Interpolating Scattered Data Using Space-Filling Curves. | David John Weston |
| 2016 | Stability Evaluation of Event Detection Techniques for Twitter. | Andreas Weiler, Jran Beel, Bela Gipp, Michael Grossniklaus |
| 2016 | Spotting the Diffusion of New Psychoactive Substances over the Internet. | Fabio Del Vigna, Marco Avvenuti, Clara Bacciu, Paolo Deluca, Marinella Petrocchi, Andrea Marchetti, Maurizio Tesconi |
| 2016 | DGRMiner: Anomaly Detection and Explanation in Dynamic Graphs. | Karel Vaculk, Lubos Popelnsk |
| 2016 | The Morality Machine: Tracking Moral Values in Tweets. | Livia Teernstra, Peter van der Putten, Liesbeth Noordegraaf-Eelens, Fons J. Verbeek |
| 2016 | Online Semi-supervised Learning for Multi-target Regression in Data Streams Using AMRules. | Ricardo Teixeira Sousa, Joo Gama |