| 2012 | Constrained Clustering Using SAT. | Jean-Philippe Mtivier, Patrice Boizumault, Bruno Crmilleux, Mehdi Khiari, Samir Loudni |
| 2012 | Identifying Anomalous Social Contexts from Mobile Proximity Data Using Binomial Mixture Models. | Eric Malmi, Juha Raitio, Oskar Kohonen, Krista Lagus, Timo Honkela |
| 2012 | Improving Tag Recommendation Using Few Associations. | Matthijs van Leeuwen, Diyah Puspitaningrum |
| 2012 | MCut: A Thresholding Strategy for Multi-label Classification. | Christine Largeron, Christophe Moulin, Mathias Gry |
| 2012 | Formalizing Complex Prior Information to Quantify Subjective Interestingness of Frequent Pattern Sets. | Kleanthis-Nikolaos Kontonasios, Tijl De Bie |
| 2012 | Curve Fitting for Short Time Series Data from High Throughput Experiments with Correction for Biological Variation. | Frank Klawonn, Nada Abidi, Evelin Berger, Lothar Jnsch |
| 2012 | Finding Interesting Contexts for Explaining Deviations in Bus Trip Duration Using Distribution Rules. | Alpio Mrio Jorge, Joo Mendes-Moreira, Jorge Freire de Sousa, Carlos Soares, Paulo J. Azevedo |
| 2012 | GeT_Move: An Efficient and Unifying Spatio-temporal Pattern Mining Algorithm for Moving Objects. | Phan Nhat Hai, Pascal Poncelet, Maguelonne Teisseire |
| 2012 | Discriminative Dimensionality Reduction Mappings. | Andrej Gisbrecht, Daniela Hofmann, Barbara Hammer |
| 2012 | Multi-label LeGo - Enhancing Multi-label Classifiers with Local Patterns. | Wouter Duivesteijn, Eneldo Loza Menca, Johannes Frnkranz, Arno J. Knobbe |
| 2012 | An Evolutionary Based Clustering Algorithm Applied to Dada Compression for Industrial Systems. | Jun Chen, Mahdi Mahfouf, Chris Bingham, Yu Zhang, Zhijing Yang, Michael Gallimore |
| 2012 | Over-Fitting in Model Selection and Its Avoidance. | Gavin C. Cawley |
| 2012 | Online Techniques for Dealing with Concept Drift in Process Mining. | Josep Carmona, Ricard Gavald |
| 2012 | Assembly Detection in Continuous Neural Spike Train Data. | Christian Braune, Christian Borgelt, Sonja Grn |
| 2012 | Methodological Foundation for Sign Language 3D Motion Trajectory Analysis. | Mehrez Boulares, Mohamed Jemni |
| 2012 | A Skew-t-Normal Multi-level Reduced-Rank Functional PCA Model for the Analysis of Replicated Genomics Time Course Data. | Maurice Berk, Giovanni Montana |
| 2012 | On Initializations for the Minkowski Weighted K-Means. | Renato Cordeiro de Amorim, Peter Komisarczuk |
| 2012 | Weighting Features for Partition around Medoids Using the Minkowski Metric. | Renato Cordeiro de Amorim, Trevor I. Fenner |
| 2012 | Parallel Data Mining Revisited. Better, Not Faster. | Zaenal Akbar, Violeta N. Ivanova, Michael R. Berthold |
| 2011 | Analyzing Emotional Semantics of Abstract Art Using Low-Level Image Features. | He Zhang, Eimontas Augilius, Timo Honkela, Jorma Laaksonen, Hannes Gamper, Henok Alene |
| 2011 | iMMPC: A Local Search Approach for Incremental Bayesian Network Structure Learning. | Amanullah Yasin, Philippe Leray |
| 2011 | Supervised Learning in Parallel Universes Using Neighborgrams. | Bernd Wiswedel, Michael R. Berthold |
| 2011 | Traffic Events Modeling for Structural Health Monitoring. | Ugo Vespier, Arno J. Knobbe, Joaquin Vanschoren, Shengfa Miao, Arne Koopman, Bas Obladen, Carlos Bosma |
| 2011 | Integrating Marine Species Biomass Data by Modelling Functional Knowledge. | Allan Tucker, Daniel Duplisea |
| 2011 | Analyzing Parliamentary Elections Based on Voting Advice Application Data. | Jaakko Talonen, Mika Sulkava |