| 2015 | Diversity-Driven Widening of Hierarchical Agglomerative Clustering. | Alexander Fillbrunn, Michael R. Berthold |
| 2015 | I-Louvain: An Attributed Graph Clustering Method. | David Combe, Christine Largeron, Mathias Gry, Eld Egyed-Zsigmond |
| 2015 | Modeling Concept Drift: A Probabilistic Graphical Model Based Approach. | Hanen Borchani, Ana M. Martnez, Andrs R. Masegosa, Helge Langseth, Thomas D. Nielsen, Antonio Salmern, Antonio Fernndez, Anders L. Madsen, Ramn Sez |
| 2015 | A Parallel Distributed Processing Algorithm for Image Feature Extraction. | Alexander Belousov, Joel Ratsaby |
| 2015 | A First-Order-Logic Based Model for Grounded Language Learning. | Leonor Becerra-Bonache, Hendrik Blockeel, Mara Galvn, Franois Jacquenet |
| 2015 | Segregation Discovery in a Social Network of Companies. | Alessandro Baroni, Salvatore Ruggieri |
| 2015 | Efficient Model Selection for Regularized Classification by Exploiting Unlabeled Data. | Georgios Balikas, Ioannis Partalas, ric Gaussier, Rohit Babbar, Massih-Reza Amini |
| 2015 | Constraint-Based Querying for Bayesian Network Exploration. | Behrouz Babaki, Tias Guns, Siegfried Nijssen, Luc De Raedt |
| 2015 | Data Analytics and Optimisation for Assessing a Ride Sharing System. | Vincent Armant, John Horan, Nahid Mabub, Kenneth N. Brown |
| 2014 | Real-Time Adaptive Residual Calculation for Detecting Trend Deviations in Systems with Natural Variability. | Steven P. D. Woudenberg, Linda C. van der Gaag, Ad Feelders, Armin R. W. Elbers |
| 2014 | RealKrimp - Finding Hyperintervals that Compress with MDL for Real-Valued Data. | Jouke Witteveen, Wouter Duivesteijn, Arno J. Knobbe, Peter Grnwald |
| 2014 | Exploiting Novel Properties of Space-Filling Curves for Data Analysis. | David John Weston |
| 2014 | Parametric Nonlinear Regression Models for Dike Monitoring Systems. | Harm de Vries, George Azzopardi, Andr Koelewijn, Arno J. Knobbe |
| 2014 | Indirect Estimation of Shortest Path Distributions with Small-World Experiments. | Antti Ukkonen |
| 2014 | Detecting Localised Anomalous Behaviour in a Computer Network. | Melissa J. Turcotte, Nicholas A. Heard, Joshua Neil |
| 2014 | Extracting Predictive Models from Marked-Up Free-Text Documents at the Royal Botanic Gardens, Kew, London. | Allan Tucker, Don Kirkup |
| 2014 | A Spatio-temporal Bayesian Network Approach for Revealing Functional Ecological Networks in Fisheries. | Neda Trifonova, Daniel Duplisea, Andrew Kenny, Allan Tucker |
| 2014 | Finding the Intrinsic Patterns in a Collection of Time Series. | Anke Schweier, Frank Hppner |
| 2014 | Widened KRIMP: Better Performance through Diverse Parallelism. | Oliver Sampson, Michael R. Berthold |
| 2014 | A Nonparametric Mixture Model for Personalizing Web Search. | El Mehdi Rochd, Mohamed Quafafou |
| 2014 | A Deep Interpretation of Classifier Chains. | Jesse Read, Jaakko Hollmn |
| 2014 | Mining Representative Frequent Patterns in a Hierarchy of Contexts. | Julien Rabatel, Sandra Bringay, Pascal Poncelet |
| 2014 | An Incremental Probabilistic Model to Predict Bus Bunching in Real-Time. | Lus Moreira-Matias, Joo Gama, Joo Mendes-Moreira, Jorge Freire de Sousa |
| 2014 | Resampling Approaches to Improve News Importance Prediction. | Nuno Moniz, Lus Torgo, Ftima Rodrigues |
| 2014 | Instant Exceptional Model Mining Using Weighted Controlled Pattern Sampling. | Sandy Moens, Mario Boley |