| 2011 | INSIGHT: Efficient and Effective Instance Selection for Time-Series Classification. | Krisztin Bza, Alexandros Nanopoulos, Lars Schmidt-Thieme |
| 2011 | Predicting Private Company Exits Using Qualitative Data. | Harish S. Bhat, Daniel Zaelit |
| 2011 | An IFS-Based Similarity Measure to Index Electroencephalograms. | Ghita Berrada, Ander de Keijzer |
| 2011 | Graph-Based Clustering with Constraints. | Rajul Anand, Chandan K. Reddy |
| 2011 | Efficient Mining Top-k Regular-Frequent Itemset Using Compressed Tidsets. | Komate Amphawan, Philippe Lenca, Athasit Surarerks |
| 2011 | Towards Recommender System Using Particle Swarm Optimization Based Web Usage Clustering. | Shafiq Alam, Gillian Dobbie, Patricia Riddle |
| 2011 | Explicit and Implicit User Preferences in Online Dating. | Joshua Akehurst, Irena Koprinska, Kalina Yacef, Luiz Augusto Sangoi Pizzato, Judy Kay, Tomasz Rej |
| 2010 | Mining Trajectory Corridors Using Frchet Distance and Meshing Grids. | Haohan Zhu, Jun Luo, Hang Yin, Xiaotao Zhou, Joshua Zhexue Huang, F. Benjamin Zhan |
| 2010 | Mining Closed Episodes from Event Sequences Efficiently. | Wenzhi Zhou, Hongyan Liu, Hong Cheng |
| 2010 | An Efficient GA-Based Algorithm for Mining Negative Sequential Patterns. | Zhigang Zheng, Yanchang Zhao, Ziye Zuo, Longbing Cao |
| 2010 | Mining Antagonistic Communities from Social Networks. | Kuan Zhang, David Lo, Ee-Peng Lim |
| 2010 | Estimate on Expectation for Influence Maximization in Social Networks. | Yao Zhang, Qing Gu, Jun Zheng, Daoxu Chen |
| 2010 | Spatial Clustering with Obstacles Constraints by Dynamic Piecewise-Mapped and Nonlinear Inertia Weights PSO. | Xueping Zhang, Haohua Du, Jiayao Wang |
| 2010 | Feature Subsumption for Sentiment Classification in Multiple Languages. | Zhongwu Zhai, Hua Xu, Jun Li, Peifa Jia |
| 2010 | BoostML: An Adaptive Metric Learning for Nearest Neighbor Classification. | Nayyar Abbas Zaidi, David McG. Squire, David Suter |
| 2010 | Mining Numbers in Text Using Suffix Arrays and Clustering Based on Dirichlet Process Mixture Models. | Minoru Yoshida, Issei Sato, Hiroshi Nakagawa, Akira Terada |
| 2010 | Semantic-Distance Based Clustering for XML Keyword Search. | Weidong Yang, Hao Zhu |
| 2010 | Computation of Ratios of Secure Summations in Multi-party Privacy-Preserving Latent Dirichlet Allocation. | Bin Yang, Hiroshi Nakagawa |
| 2010 | Combining Support Vector Machines and the | Tao Yang, Vojislav Kecman, Longbing Cao, Chengqi Zhang |
| 2010 | A Novel Prototype Reduction Method for the | Tao Yang, Longbing Cao, Chengqi Zhang |
| 2010 | Supervising Latent Topic Model for Maximum-Margin Text Classification and Regression. | Wanhong Xu |
| 2010 | Adaptive Matching Based Kernels for Labelled Graphs. | Adam Woznica, Alexandros Kalousis, Melanie Hilario |
| 2010 | A New Framework for Dissimilarity and Similarity Learning. | Adam Woznica, Alexandros Kalousis |
| 2010 | Ensemble Learning Based on Multi-Task Class Labels. | Qing Wang, Liang Zhang |
| 2010 | iVAT and aVAT: Enhanced Visual Analysis for Cluster Tendency Assessment. | Liang Wang, Uyen T. V. Nguyen, James C. Bezdek, Christopher Leckie, Kotagiri Ramamohanarao |