| 2014 | Stacking Label Features for Learning Multilabel Rules. | Eneldo Loza Menca, Frederik Janssen |
| 2014 | Selective Forgetting for Incremental Matrix Factorization in Recommender Systems. | Pawel Matuszyk, Myra Spiliopoulou |
| 2014 | Probabilistic Active Learning: Towards Combining Versatility, Optimality and Efficiency. | Georg Krempl, Daniel Kottke, Myra Spiliopoulou |
| 2014 | Fast Computation of the Tree Edit Distance between Unordered Trees Using IP Solvers. | Seiichi Kondo, Keisuke Otaki, Madori Ikeda, Akihiro Yamamoto |
| 2014 | Medical Image Retrieval Using Multimodal Data. | Ivan Kitanovski, Ivica Dimitrovski, Gjorgji Madjarov, Suzana Loskovska |
| 2014 | Link Prediction on the Semantic MEDLINE Network - An Approach to Literature-Based Discovery. | Andrej Kastrin, Thomas C. Rindflesch, Dimitar Hristovski |
| 2014 | Mining Rank Data. | Sascha Henzgen, Eyke Hllermeier |
| 2014 | Mining Cohesive Itemsets in Graphs. | Tayena Hendrickx, Boris Cule, Bart Goethals |
| 2014 | Medical Document Mining Combining Image Exploration and Text Characterization. | Nicolau Gonalves, Erkki Oja, Ricardo Vigrio |
| 2014 | Multilayer Clustering: A Discovery Experiment on Country Level Trading Data. | Dragan Gamberger, Matej Mihelcic, Nada Lavrac |
| 2014 | Erratum: Categorize, Cluster, and Classify: A 3-C Strategy for Scientific Discovery in the Medical Informatics Platform of the Human Brain Project. | Tal Galili, Alexis Mitelpunkt, Netta Shachar, Mira Marcus-Kalish, Yoav Benjamini |
| 2014 | Categorize, Cluster, and Classify: A 3-C Strategy for Scientific Discovery in the Medical Informatics Platform of the Human Brain Project. | Tal Galili, Alexis Mitelpunkt, Netta Shachar, Mira Marcus-Kalish, Yoav Benjamini |
| 2014 | Antipattern Discovery in Ethiopian Bagana Songs. | Darrell Conklin, Stphanie Weisser |
| 2014 | Completion Time and Next Activity Prediction of Processes Using Sequential Pattern Mining. | Michelangelo Ceci, Pasqua Fabiana Lanotte, Fabio Fumarola, Dario Pietro Cavallo, Donato Malerba |
| 2014 | Predicting Sepsis Severity from Limited Temporal Observations. | Xi Hang Cao, Ivan Stojkovic, Zoran Obradovic |
| 2014 | Synthetic Sequence Generator for Recommender Systems - Memory Biased Random Walk on a Sequence Multilayer Network. | Nino Antulov-Fantulin, Matko Bosnjak, Vinko Zlatic, Miha Grcar, Tomislav Smuc |
| 2014 | Explaining Mixture Models through Semantic Pattern Mining and Banded Matrix Visualization. | Prem Raj Adhikari, Anze Vavpetic, Jan Kralj, Nada Lavrac, Jaakko Hollmn |
| 2013 | Extracting Opinionated (Sub)Features from a Stream of Product Reviews. | Max Zimmermann, Eirini Ntoutsi, Myra Spiliopoulou |
| 2013 | Hyperlink Prediction in Hypernetworks Using Latent Social Features. | Ye Xu, Daniel N. Rockmore, Adam M. Kleinbaum |
| 2013 | Polynomial Delay and Space Discovery of Connected and Acyclic Sub-hypergraphs in a Hypergraph. | Kunihiro Wasa, Takeaki Uno, Kouichi Hirata, Hiroki Arimura |
| 2013 | Semantic Data Mining of Financial News Articles. | Anze Vavpetic, Petra Kralj Novak, Miha Grcar, Igor Mozetic, Nada Lavrac |
| 2013 | Fast Compression of Large-Scale Hypergraphs for Solving Combinatorial Problems. | Takahisa Toda |
| 2013 | Inductive Process Modeling of Rab5-Rab7 Conversion in Endocytosis. | Jovan Tanevski, Ljupco Todorovski, Yannis Kalaidzidis, Saso Dzeroski |
| 2013 | A Density-Based Backward Approach to Isolate Rare Events in Large-Scale Applications. | Enik Szkely, Pascal Poncelet, Florent Masseglia, Maguelonne Teisseire, Renaud Cezar |
| 2013 | Learning Hierarchical Multi-label Classification Trees from Network Data. | Daniela Stojanova, Michelangelo Ceci, Donato Malerba, Saso Dzeroski |