| 2012 | Policy Search in a Space of Simple Closed-form Formulas: Towards Interpretability of Reinforcement Learning. | Francis Maes, Raphael Fonteneau, Louis Wehenkel, Damien Ernst |
| 2012 | Efficient Redundancy Reduced Subgroup Discovery via Quadratic Programming. | Rui Li, Stefan Kramer |
| 2012 | Large Scale Spectral Clustering Using Resistance Distance and Spielman-Teng Solvers. | Nguyen Lu Dang Khoa, Sanjay Chawla |
| 2012 | An Assessment on Loan Performance from Combined Quantitative and Qualitative Data in XML. | Novita Ikasari, Fedja Hadzic |
| 2012 | Enhancing Patent Expertise through Automatic Matching with Scientific Papers. | Kafil Hajlaoui, Pascal Cuxac, Jean-Charles Lamirel, Claire Franois |
| 2012 | Descriptive Modeling of Systemic Banking Crises. | Dragan Gamberger, Drazen Lucanin, Tomislav Smuc |
| 2012 | Towards Finding Relational Redescriptions. | Esther Galbrun, Angelika Kimmig |
| 2012 | Error-Correcting Output Codes as a Transformation from Multi-Class to Multi-Label Prediction. | Johannes Frnkranz, Sang-Hyeun Park |
| 2012 | Predicting Ramp Events with a Stream-Based HMM Framework. | Carlos Abreu Ferreira, Joo Gama, Vtor Santos Costa, Vladimiro Miranda, Audun Botterud |
| 2012 | Including Spatial Relations and Scales within Sequential Pattern Extraction. | Mickal Fabrgue, Agns Braud, Sandra Bringay, Florence Le Ber, Maguelonne Teisseire |
| 2012 | Cohesive Co-evolution Patterns in Dynamic Attributed Graphs. | Elise Desmier, Marc Plantevit, Cline Robardet, Jean-Franois Boulicaut |
| 2012 | LF-CARS: A Loose Fragment-Based Consensus Clustering Algorithm with a Robust Similarity. | Bi-Ru Dai, Chih-Heng Chung |
| 2012 | Recent Developments in Pattern Mining. | Toon Calders |
| 2012 | Prediction of Quantiles by Statistical Learning and Application to GDP Forecasting. | Pierre Alquier, Xiaoyin Li |
| 2012 | Fast Progressive Training of Mixture Models for Model Selection. | Prem Raj Adhikari, Jaakko Hollmn |
| 2011 | Controlled Permutations for Testing Adaptive Classifiers. | Indre Zliobaite |
| 2011 | Modeling the Temperature of Hot Rolled Steel Plate with Semi-supervised Learning Methods. | Henna Tiensuu, Ilmari Juutilainen, Juha Rning |
| 2011 | Graph Clustering Based on Optimization of a Macroscopic Structure of Clusters. | Yuta Taniguchi, Daisuke Ikeda |
| 2011 | Rule Stacking: An Approach for Compressing an Ensemble of Rule Sets into a Single Classifier. | Jan-Nikolas Sulzmann, Johannes Frnkranz |
| 2011 | Global and Local Spatial Autocorrelation in Predictive Clustering Trees. | Daniela Stojanova, Michelangelo Ceci, Annalisa Appice, Donato Malerba, Saso Dzeroski |
| 2011 | Word Clouds for Efficient Document Labeling. | Christin Seifert, Eva Ulbrich, Michael Granitzer |
| 2011 | The Augmented Itemset Tree: A Data Structure for Online Maximum Frequent Pattern Mining. | Jana Schmidt, Stefan Kramer |
| 2011 | Optimal Estimation. | Jorma Rissanen |
| 2011 | Predicting Structured Outputs k-Nearest Neighbours Method. | Mitja Pugelj, Saso Dzeroski |
| 2011 | A Statistical Model for Topically Segmented Documents. | Giovanni Ponti, Andrea Tagarelli, George Karypis |