| 2013 | Compact Prediction Tree: A Lossless Model for Accurate Sequence Prediction. | Ted Gueniche, Philippe Fournier-Viger, Vincent S. Tseng |
| 2013 | Passive Aggressive Algorithm for Online Portfolio Selection with Piecewise Loss Function. | Li Gao, Weiguo Zhang, Qiang Tang |
| 2013 | When Optimization Is Just an Illusion. | Muhammad Marwan Muhammad Fuad |
| 2013 | A Pre-initialization Stage of Population-Based Bio-inspired Metaheuristics for Handling Expensive Optimization Problems. | Muhammad Marwan Muhammad Fuad |
| 2013 | Mining Maximal Sequential Patterns without Candidate Maintenance. | Philippe Fournier-Viger, Cheng-Wei Wu, Vincent S. Tseng |
| 2013 | MEIT: Memory Efficient Itemset Tree for Targeted Association Rule Mining. | Philippe Fournier-Viger, Esprance Mwamikazi, Ted Gueniche, Usef Faghihi |
| 2013 | TKS: Efficient Mining of Top-K Sequential Patterns. | Philippe Fournier-Viger, Antonio Gomariz, Ted Gueniche, Esprance Mwamikazi, Rincy Thomas |
| 2013 | Online Friends Recommendation Based on Geographic Trajectories and Social Relations. | Shi Feng, Dajun Huang, Kaisong Song, Daling Wang |
| 2013 | Predicting Features in Complex 3D Surfaces Using a Point Series Representation: A Case Study in Sheet Metal Forming. | Subhieh El-Salhi, Frans Coenen, Clare Dixon, M. Sulaiman Khan |
| 2013 | Automatic Labeling of Forums Using Bloom's Taxonomy. | Vanessa Echeverra, Juan-Carlos Gomez, Marie-Francine Moens |
| 2013 | Multi-Objective Optimization for Overlapping Community Detection. | Jingfei Du, Jianyang Lai, Chuan Shi |
| 2013 | A Comparative Study of Three Image Representations for Population Estimation Mining Using Remote Sensing Imagery. | Kwankamon Dittakan, Frans Coenen, Rob M. Christley, Maya Wardeh |
| 2013 | Mining E-Commerce Feedback Comments for Dimension Rating Profiles. | Lishan Cui, Xiuzhen Zhang, Yan Wang, Lifang Wu |
| 2013 | Extracting Fuzzy Rules from Hierarchical Heterogeneous Neural Networks for Cardiovascular Diseases Diagnosis. | YuanLian Cui, MingChui Dong |
| 2013 | Exploring Deep Belief Nets to Detect and Categorize Chinese Entities. | Yu Chen, Dequan Zheng, Tiejun Zhao |
| 2013 | Hierarchical Classification for Solving Multi-class Problems: A New Approach Using Naive Bayesian Classification. | Esra'a Alshdaifat, Frans Coenen, Keith Dures |
| 2013 | A Rule-Based Named-Entity Recognition for Malay Articles. | Rayner Alfred, Leow Ching Leong, Chin Kim On, Patricia Anthony, Tan Soo Fun, Mohd Norhisham Bin Razali, Mohd. Hanafi Ahmad Hijazi |
| 2013 | Vertex Unique Labelled Subgraph Mining for Vertex Label Classification. | Wen Yu, Frans Coenen, Michele Zito, Subhieh El-Salhi |
| 2012 | Personalized Clustering for Social Image Search Results Based on Integration of Multiple Features. | Yi Zhuang, Dickson K. W. Chiu, Nan Jiang, Guochang Jiang, Zhiang Wu |
| 2012 | Sparse Boosting with Correlation Based Penalty. | Junlong Zhao |
| 2012 | Fast Nystrm for Low Rank Matrix Approximation. | Huaxiang Zhang, Zhichao Wang, Linlin Cao |
| 2012 | Leave or Stay: The Departure Dynamics of Wikipedia Editors. | Dell Zhang, Karl Prior, Mark Levene, Robert Mao, Diederik van Liere |
| 2012 | Document-Level Sentiment Classification Based on Behavior-Knowledge Space Method. | Zhifei Zhang, Duoqian Miao, Zhihua Wei, Lei Wang |
| 2012 | Residual Belief Propagation for Topic Modeling. | Jia Zeng, Xiao-Qin Cao, Zhi-Qiang Liu |
| 2012 | Properly and Automatically Naming Java Methods: A Machine Learning Based Approach. | Shusi Yu, Ruichang Zhang, Jihong Guan |