| 2013 | Mining Interesting Patterns in Multi-relational Data with N-ary Relationships. | Eirini Spyropoulou, Tijl De Bie, Mario Boley |
| 2013 | A Dynamic Programming Algorithm for Learning Chain Event Graphs. | Tomi Silander, Tze-Yun Leong |
| 2013 | SM2D: A Modular Knowledge Discovery Approach Applied to Hydrological Forecasting. | Wilfried Segretier, Martine Collard |
| 2013 | Multi-interval Discretization of Continuous Attributes for Label Ranking. | Cludio Rebelo de S, Carlos Soares, Arno J. Knobbe, Paulo J. Azevedo, Alpio Mrio Jorge |
| 2013 | Identifying Super-Mediators of Information Diffusion in Social Networks. | Kazumi Saito, Masahiro Kimura, Kouzou Ohara, Hiroshi Motoda |
| 2013 | A Wordification Approach to Relational Data Mining. | Matic Perovsek, Anze Vavpetic, Bojan Cestnik, Nada Lavrac |
| 2013 | OntoDM-KDD: Ontology for Representing the Knowledge Discovery Process. | Pance Panov, Larisa N. Soldatova, Saso Dzeroski |
| 2013 | A New Approach to String Pattern Mining with Approximate Match. | Tetsushi Matsui, Takeaki Uno, Juzoh Umemori, Tsuyoshi Koide |
| 2013 | Robust Crowd Labeling Using Little Expertise. | Faiza Khan Khattak, Ansaf Salleb-Aouissi |
| 2013 | Clustering Based Active Learning for Evolving Data Streams. | Dino Ienco, Albert Bifet, Indre Zliobaite, Bernhard Pfahringer |
| 2013 | Generalizing from Example Clusters. | Pan Hu, Celine Vens, Bart Verstrynge, Hendrik Blockeel |
| 2013 | Avoiding Anomalies in Data Stream Learning. | Joo Gama, Petr Kosina, Ezilda Almeida |
| 2013 | Fast and Scalable Image Retrieval Using Predictive Clustering Trees. | Ivica Dimitrovski, Dragi Kocev, Suzana Loskovska, Saso Dzeroski |
| 2013 | Model Tree Ensembles for Modeling Dynamic Systems. | Darko Aleksovski, Jus Kocijan, Saso Dzeroski |
| 2013 | Mixture Models from Multiresolution 0-1 Data. | Prem Raj Adhikari, Jaakko Hollmn |
| 2012 | Soft Threshold Constraints for Pattern Mining. | Willy Ugarte, Patrice Boizumault, Samir Loudni, Bruno Crmilleux |
| 2012 | Fast Approximation Algorithm for the 1-Median Problem. | Koji Tabata, Atsuyoshi Nakamura, Mineichi Kudo |
| 2012 | Data Squashing for HSV Subimages by an Autonomous Mobile Robot. | Einoshin Suzuki, Emi Matsumoto, Asuki Kouno |
| 2012 | Burst Detection in a Sequence of Tweets Based on Information Diffusion Model. | Kazumi Saito, Kouzou Ohara, Masahiro Kimura, Hiroshi Motoda |
| 2012 | Online Co-regularized Algorithms. | Tom de Ruijter, Evgeni Tsivtsivadze, Tom Heskes |
| 2012 | Exploring Sequential Data. | Gilbert Ritschard |
| 2012 | Declarative Modeling for Machine Learning and Data Mining. | Luc De Raedt |
| 2012 | Structural Change Pattern Mining Based on Constrained Maximal k-Plex Search. | Yoshiaki Okubo, Makoto Haraguchi, Etsuji Tomita |
| 2012 | HCAC: Semi-supervised Hierarchical Clustering Using Confidence-Based Active Learning. | Bruno M. Nogueira, Alpio Mrio Jorge, Solange Oliveira Rezende |
| 2012 | A Trim Distance between Positions in Nucleotide Sequences. | Shunsuke Makino, Takaharu Shimada, Kouichi Hirata, Kouki Yonezawa, Kimihito Ito |