| 2013 | A Density-Based Backward Approach to Isolate Rare Events in Large-Scale Applications. Enikö Székely, Pascal Poncelet, Florent Masseglia, Maguelonne Teisseire, Renaud Cezar |
| 2013 | A Dynamic Programming Algorithm for Learning Chain Event Graphs. Tomi Silander, Tze-Yun Leong |
| 2013 | A New Approach to String Pattern Mining with Approximate Match. Tetsushi Matsui, Takeaki Uno, Juzoh Umemori, Tsuyoshi Koide |
| 2013 | A Wordification Approach to Relational Data Mining. Matic Perovsek, Anze Vavpetic, Bojan Cestnik, Nada Lavrac |
| 2013 | Avoiding Anomalies in Data Stream Learning. João Gama, Petr Kosina, Ezilda Almeida |
| 2013 | Clustering Based Active Learning for Evolving Data Streams. Dino Ienco, Albert Bifet, Indre Zliobaite, Bernhard Pfahringer |
| 2013 | Discovery Science - 16th International Conference, DS 2013, Singapore, October 6-9, 2013. Proceedings Johannes Fürnkranz, Eyke Hüllermeier, Tomoyuki Higuchi |
| 2013 | Extracting Opinionated (Sub)Features from a Stream of Product Reviews. Max Zimmermann, Eirini Ntoutsi, Myra Spiliopoulou |
| 2013 | Fast Compression of Large-Scale Hypergraphs for Solving Combinatorial Problems. Takahisa Toda |
| 2013 | Fast and Scalable Image Retrieval Using Predictive Clustering Trees. Ivica Dimitrovski, Dragi Kocev, Suzana Loskovska, Saso Dzeroski |
| 2013 | Generalizing from Example Clusters. Pan Hu, Celine Vens, Bart Verstrynge, Hendrik Blockeel |
| 2013 | Hyperlink Prediction in Hypernetworks Using Latent Social Features. Ye Xu, Daniel N. Rockmore, Adam M. Kleinbaum |
| 2013 | Identifying Super-Mediators of Information Diffusion in Social Networks. Kazumi Saito, Masahiro Kimura, Kouzou Ohara, Hiroshi Motoda |
| 2013 | Inductive Process Modeling of Rab5-Rab7 Conversion in Endocytosis. Jovan Tanevski, Ljupco Todorovski, Yannis Kalaidzidis, Saso Dzeroski |
| 2013 | Learning Hierarchical Multi-label Classification Trees from Network Data. Daniela Stojanova, Michelangelo Ceci, Donato Malerba, Saso Dzeroski |
| 2013 | Mining Interesting Patterns in Multi-relational Data with N-ary Relationships. Eirini Spyropoulou, Tijl De Bie, Mario Boley |
| 2013 | Mixture Models from Multiresolution 0-1 Data. Prem Raj Adhikari, Jaakko Hollmén |
| 2013 | Model Tree Ensembles for Modeling Dynamic Systems. Darko Aleksovski, Jus Kocijan, Saso Dzeroski |
| 2013 | Multi-interval Discretization of Continuous Attributes for Label Ranking. Cláudio Rebelo de Sá, Carlos Soares, Arno J. Knobbe, Paulo J. Azevedo, Alípio Mário Jorge |
| 2013 | OntoDM-KDD: Ontology for Representing the Knowledge Discovery Process. Pance Panov, Larisa N. Soldatova, Saso Dzeroski |
| 2013 | Polynomial Delay and Space Discovery of Connected and Acyclic Sub-hypergraphs in a Hypergraph. Kunihiro Wasa, Takeaki Uno, Kouichi Hirata, Hiroki Arimura |
| 2013 | Robust Crowd Labeling Using Little Expertise. Faiza Khan Khattak, Ansaf Salleb-Aouissi |
| 2013 | SM2D: A Modular Knowledge Discovery Approach Applied to Hydrological Forecasting. Wilfried Segretier, Martine Collard |
| 2013 | Semantic Data Mining of Financial News Articles. Anze Vavpetic, Petra Kralj Novak, Miha Grcar, Igor Mozetic, Nada Lavrac |