| 2011 | Distinguishing defined concepts from prerequisite concepts in learning resources. | Sahar Changuel, Nicolas Labroche |
| 2011 | Feature extraction for multi-label learning in the domain of email classification. | Jos M. Carmona-Cejudo, Manuel Baena-Garca, Jos del Campo-vila, Rafael Morales Bueno |
| 2011 | IQ estimation for accurate time-series classification. | Krisztin Bza, Alexandros Nanopoulos, Lars Schmidt-Thieme |
| 2011 | A framework for semi-automated process instance discovery from decorative attributes. | Andrea Burattin, Roberto Vigo |
| 2011 | Dimensionality reduction mappings. | Kerstin Bunte, Michael Biehl, Barbara Hammer |
| 2011 | Active learning using the data distribution for interactive image classification and retrieval. | Pierre Blanchart, Marin Ferecatu, Mihai Datcu |
| 2011 | Online autoregressive prediction in time series with delayed disclosure. | Jean-Marc Andreoli, Marie-Luise Schneider |
| 2011 | KB-CB-N classification: Towards unsupervised approach for supervised learning. | Zahraa Said Abdallah, Mohamed Medhat Gaber |
| 2009 | Missing traffic flow data prediction using least squares support vector machines in urban arterial streets. | Yang Zhang, Yuncai Liu |
| 2009 | Determining the strength of the propensities of a blog network. | Seok-Ho Yoon, Sang-Wook Kim, Sunju Park |
| 2009 | MWASP: Multiple-Width Approximate Sequential Patterns. | Kelly Kingchi Yip, David A. Nembhard |
| 2009 | An approximation algorithm for finding skeletal points for density based clustering approaches. | Soheil Hassas Yeganeh, Jafar Habibi, Hassan Abolhassani, Mahdi Abbaspour Tehrani, Jamshid Esmaelnezhad |
| 2009 | An adaptive ensemble classifier for concept drifting stream. | Dengyuan Wu, Ying Liu, Ge Gao, Zhendong Mao, Weishan Ma, Tao He |
| 2009 | Trajectory clustering in road network environment. | Jung-Im Won, Sang-Wook Kim, Ji-Haeng Baek, Junghoon Lee |
| 2009 | LD-BSCA: A local-density based spatial clustering algorithm. | Guiyi Wei, Haiping Liu |
| 2009 | Diversity analysis on imbalanced data sets by using ensemble models. | Shuo Wang, Xin Yao |
| 2009 | Maintaining only frequent itemsets to mine approximate frequent itemsets over online data streams. | Yongyan Wang, Kun Li, Hongan Wang |
| 2009 | Relevance weighting of multi-term queries for Vector Space Model. | Louis S. Wang |
| 2009 | Parametric subspace analysis for dimensionality reduction and classification. | Nhat Vo, Duc Vo, Subhash Challa, William Moran |
| 2009 | Discovering relational knowledge from two disjoint sets of literatures using inductive Logic Programming. | Supphachai Thaicharoen, Tom Altman, Katheleen J. Gardiner, Krzysztof J. Cios |
| 2009 | Efficient model selection for Support Vector Machine with Gaussian kernel function. | Yaohua Tang, Weimin Guo, Jinghuai Gao |
| 2009 | Clustering-based activity classification with a wrist-worn accelerometer using basic features. | Pekka Siirtola, Perttu Laurinen, Eija Haapalainen, Juha Rning, Hannu Kinnunen |
| 2009 | A new hybrid method for Bayesian network learning With dependency constraints. | Oliver Schulte, Gustavo Frigo, Russell Greiner, Wei Luo, Hassan Khosravi |
| 2009 | A fault tolerant peer-to-peer distributed EM algorithm. | Behrooz Safarinejadian, Mohammad B. Menhaj, Mehdi Karrari |
| 2009 | Dynamic classifier selection using clustering for spam detection. | Mehrnoush Famil Saeedian, Hamid Beigy |