| 2010 | A Robust Seedless Algorithm for Correlation Clustering. | Mohammad S. Aziz, Chandan K. Reddy |
| 2010 | On Finding the Natural Number of Topics with Latent Dirichlet Allocation: Some Observations. | R. Arun, V. Suresh, C. E. Veni Madhavan, M. Narasimha Murty |
| 2010 | Satrap: Data and Network Heterogeneity Aware P2P Data-Mining. | Hock Hee Ang, Vivekanand Gopalkrishnan, Anwitaman Datta, Wee Keong Ng, Steven C. H. Hoi |
| 2010 | oddball: Spotting Anomalies in Weighted Graphs. | Leman Akoglu, Mary McGlohon, Christos Faloutsos |
| 2010 | Normalized Kernels as Similarity Indices. | Julien Ah-Pine |
| 2010 | Answer Diversification for Complex Question Answering on the Web. | Palakorn Achananuparp, Xiaohua Hu, Tingting He, Christopher C. Yang, Yuan An, Lifan Guo |
| 2010 | Opinion-Based Imprecise Query Answering. | Muhammad Abulaish, Tanvir Ahmad, Jahiruddin, Mohammad Najmud Doja |
| 2009 | Aggregated Subset Mining. | Albrecht Zimmermann, Bjrn Bringmann |
| 2009 | Transfer Learning Action Models by Measuring the Similarity of Different Domains. | Hankui Zhuo, Qiang Yang, Lei Li |
| 2009 | Budget Semi-supervised Learning. | Zhi-Hua Zhou, Michael K. Ng, Qiao-Qiao She, Yuan Jiang |
| 2009 | Mining Both Positive and Negative Impact-Oriented Sequential Rules from Transactional Data. | Yanchang Zhao, Huaifeng Zhang, Longbing Cao, Chengqi Zhang, Hans Bohlscheid |
| 2009 | An Aggregate Ensemble for Mining Concept Drifting Data Streams with Noise. | Peng Zhang, Xingquan Zhu, Yong Shi, Xindong Wu |
| 2009 | Detecting Abnormal Events via Hierarchical Dirichlet Processes. | Xian-Xing Zhang, Hua Liu, Yang Gao, Derek Hao Hu |
| 2009 | A New Local Distance-Based Outlier Detection Approach for Scattered Real-World Data. | Ke Zhang, Marcus Hutter, Huidong Jin |
| 2009 | Spanning Tree Based Attribute Clustering. | Yifeng Zeng, Jorge Cordero Hernandez, Shuyuan Lin |
| 2009 | Feature Selection for Local Learning Based Clustering. | Hong Zeng, Yiu-ming Cheung |
| 2009 | RV-SVM: An Efficient Method for Learning Ranking SVM. | Hwanjo Yu, Youngdae Kim, Seung-won Hwang |
| 2009 | Finding Hidden Structures in Relational Databases. | Jeffrey Xu Yu |
| 2009 | Boosting Biomedical Information Retrieval Performance through Citation Graph: An Empirical Study. | Xiaoshi Yin, Xiangji Huang, Qinmin Hu, Zhoujun Li |
| 2009 | On Link Privacy in Randomizing Social Networks. | Xiaowei Ying, Xintao Wu |
| 2009 | The Studies of Mining Frequent Patterns Based on Frequent Pattern Tree. | Show-Jane Yen, Yue-Shi Lee, Chiu-Kuang Wang, Jung-Wei Wu, Liang-Yuh Ouyang |
| 2009 | Tree-Based Method for Classifying Websites Using Extended Hidden Markov Models. | Majid Yazdani, Milad Eftekhar, Hassan Abolhassani |
| 2009 | Pairwise Constrained Clustering for Sparse and High Dimensional Feature Spaces. | Su Yan, Alex Hai Wang, Dongwon Lee, C. Lee Giles |
| 2009 | KDD for BSN - Towards the Future of Pervasive Sensing. | Guang-Zhong Yang |
| 2009 | An Online Incremental Learning Vector Quantization. | Ye Xu, Furao Shen, Osamu Hasegawa, Jinxi Zhao |