| 2013 | Mining Specific Features for Acquiring User Information Needs. | Abdulmohsen Algarni, Yuefeng Li |
| 2013 | Matrix Factorization With Aggregated Observations. | Yoshifumi Aimoto, Hisashi Kashima |
| 2012 | DisClose: Discovering Colossal Closed Itemsets via a Memory Efficient Compact Row-Tree. | Nurul Fariza Zulkurnain, David J. Haglin, John A. Keane |
| 2012 | Unsupervised Sparse Matrix Co-clustering for Marketing and Sales Intelligence. | Anastasios Zouzias, Michail Vlachos, Nikolaos M. Freris |
| 2012 | Neighborhood Random Classification. | Djamel Abdelkader Zighed, Diala Ezzeddine, Fabien Rico |
| 2012 | Topological Comparisons of Proximity Measures. | Djamel Abdelkader Zighed, Rafik Abdesselam, Asmelash Teka Hadgu |
| 2012 | The Relevance of Spatial Relation Terms and Geographical Feature Types. | Chunju Zhang, Xueying Zhang, Chaoli Du |
| 2012 | A Double-Ensemble Approach for Classifying Skewed Data Streams. | Chongsheng Zhang, Paolo Soda |
| 2012 | Domain Transfer Dimensionality Reduction via Discriminant Kernel Learning. | Ming Zeng, Jiangtao Ren |
| 2012 | Towards Personalized Context-Aware Recommendation by Mining Context Logs through Topic Models. | Kuifei Yu, Baoxian Zhang, Hengshu Zhu, Huanhuan Cao, Jilei Tian |
| 2012 | Hierarchical Graph Summarization: Leveraging Hybrid Information through Visible and Invisible Linkage. | Rui Yan, Zi Yuan, Xiaojun Wan, Yan Zhang, Xiaoming Li |
| 2012 | Semantic Social Network Analysis with Text Corpora. | Dong-mei Yang, Hui Zheng, Jikun Yan, Ye Jin |
| 2012 | Privacy-Preserving EM Algorithm for Clustering on Social Network. | Bin Yang, Issei Sato, Hiroshi Nakagawa |
| 2012 | Co-embedding of Structurally Missing Data by Locally Linear Alignment. | Takehisa Yairi |
| 2012 | Hybrid Random Forests: Advantages of Mixed Trees in Classifying Text Data. | Baoxun Xu, Joshua Zhexue Huang, Graham J. Williams, Mark Junjie Li, Yunming Ye |
| 2012 | Extreme Value Prediction for Zero-Inflated Data. | Fan Xin, Zubin Abraham |
| 2012 | Towards Linear Time Overlapping Community Detection in Social Networks. | Jierui Xie, Boleslaw K. Szymanski |
| 2012 | Prioritizing Disease Genes by Bi-Random Walk. | Maoqiang Xie, TaeHyun Hwang, Rui Kuang |
| 2012 | Instance-Ranking: A New Perspective to Consider the Instance Dependency for Classification. | Xin Xia, Xiaohu Yang, Shanping Li, Chao Wu |
| 2012 | Evasion Attack of Multi-class Linear Classifiers. | Han Xiao, Thomas Stibor, Claudia Eckert |
| 2012 | Visualizing Clusters in Parallel Coordinates for Visual Knowledge Discovery. | Yang Xiang, David Fuhry, Ruoming Jin, Ye Zhao, Kun Huang |
| 2012 | A Term Association Translation Model for Naive Bayes Text Classification. | Meng-Sung Wu, Hsin-Min Wang |
| 2012 | Instant Social Graph Search. | Sen Wu, Jie Tang, Bo Gao |
| 2012 | Getting a Grasp on Clinical Pathway Data: An Approach Based on Process Mining. | Jochen De Weerdt, Filip Caron, Jan Vanthienen, Bart Baesens |
| 2012 | CD: A Coupled Discretization Algorithm. | Can Wang, Mingchun Wang, Zhong She, Longbing Cao |