| 2012 | A Trim Distance between Positions in Nucleotide Sequences. Shunsuke Makino, Takaharu Shimada, Kouichi Hirata, Kouki Yonezawa, Kimihito Ito |
| 2012 | An Assessment on Loan Performance from Combined Quantitative and Qualitative Data in XML. Novita Ikasari, Fedja Hadzic |
| 2012 | Burst Detection in a Sequence of Tweets Based on Information Diffusion Model. Kazumi Saito, Kouzou Ohara, Masahiro Kimura, Hiroshi Motoda |
| 2012 | Cohesive Co-evolution Patterns in Dynamic Attributed Graphs. Elise Desmier, Marc Plantevit, Céline Robardet, Jean-François Boulicaut |
| 2012 | Data Squashing for HSV Subimages by an Autonomous Mobile Robot. Einoshin Suzuki, Emi Matsumoto, Asuki Kouno |
| 2012 | Declarative Modeling for Machine Learning and Data Mining. Luc De Raedt |
| 2012 | Descriptive Modeling of Systemic Banking Crises. Dragan Gamberger, Drazen Lucanin, Tomislav Smuc |
| 2012 | Discovery Science - 15th International Conference, DS 2012, Lyon, France, October 29-31, 2012. Proceedings Jean-Gabriel Ganascia, Philippe Lenca, Jean-Marc Petit |
| 2012 | Efficient Redundancy Reduced Subgroup Discovery via Quadratic Programming. Rui Li, Stefan Kramer |
| 2012 | Enhancing Patent Expertise through Automatic Matching with Scientific Papers. Kafil Hajlaoui, Pascal Cuxac, Jean-Charles Lamirel, Claire François |
| 2012 | Error-Correcting Output Codes as a Transformation from Multi-Class to Multi-Label Prediction. Johannes Fürnkranz, Sang-Hyeun Park |
| 2012 | Exploring Sequential Data. Gilbert Ritschard |
| 2012 | Fast Approximation Algorithm for the 1-Median Problem. Koji Tabata, Atsuyoshi Nakamura, Mineichi Kudo |
| 2012 | Fast Progressive Training of Mixture Models for Model Selection. Prem Raj Adhikari, Jaakko Hollmén |
| 2012 | HCAC: Semi-supervised Hierarchical Clustering Using Confidence-Based Active Learning. Bruno M. Nogueira, Alípio Mário Jorge, Solange Oliveira Rezende |
| 2012 | Including Spatial Relations and Scales within Sequential Pattern Extraction. Mickaël Fabrègue, Agnès Braud, Sandra Bringay, Florence Le Ber, Maguelonne Teisseire |
| 2012 | LF-CARS: A Loose Fragment-Based Consensus Clustering Algorithm with a Robust Similarity. Bi-Ru Dai, Chih-Heng Chung |
| 2012 | Large Scale Spectral Clustering Using Resistance Distance and Spielman-Teng Solvers. Nguyen Lu Dang Khoa, Sanjay Chawla |
| 2012 | Online Co-regularized Algorithms. Tom de Ruijter, Evgeni Tsivtsivadze, Tom Heskes |
| 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 | Predicting Ramp Events with a Stream-Based HMM Framework. Carlos Abreu Ferreira, João Gama, Vítor Santos Costa, Vladimiro Miranda, Audun Botterud |
| 2012 | Prediction of Quantiles by Statistical Learning and Application to GDP Forecasting. Pierre Alquier, Xiaoyin Li |
| 2012 | Recent Developments in Pattern Mining. Toon Calders |
| 2012 | Soft Threshold Constraints for Pattern Mining. Willy Ugarte, Patrice Boizumault, Samir Loudni, Bruno Crémilleux |
| 2012 | Structural Change Pattern Mining Based on Constrained Maximal k-Plex Search. Yoshiaki Okubo, Makoto Haraguchi, Etsuji Tomita |
| 2012 | Towards Finding Relational Redescriptions. Esther Galbrun, Angelika Kimmig |