Journal Papers

1. Chuanliang Chen, Weiping Zhao, Yingjie Tian, “Subspace Learning Methods for Clustering with Microarray Data”, Submitted to: Neural Computing & Applications, Springer London. [PDF]

2. Chuanliang Chen, Yingjie Tian, Naiyang Deng, “Extraction of Wealth Factors Based on Data Mining Techniques”, Submitted to: Journal of Beijing Normal University, Natural Science Edition.

Conference Papers

3. Chuanliang Chen, Rongfang Bie, Ping Guo, “Combing LPP with PCA for Microarray Data Clustering,” Proceedings of the 2008 IEEE World Congress on Computational Intelligence (WCCI 2008), Hong Kong, June 1-6, 2008. [PDF]

4. Chuanliang Chen, Yunchao Gong, Yingjie Tian, “KCK-means: A Clustering Method based on Kernel Canonical Correlation Analysis,” Proceedings of Computational Science - ICCS 2008, 8th International Conference, Kraków, POLAND, Jun. 23-25, 2008. [PDF] [SLIDE]

5. Chuanliang Chen, Chuan Xu, Rongfang Bie, Xiaozhi Gao, “Artificial Immune Recognition System for DNA Microarray Data Analysis,” Proceedings of the 4th International Conference on Natural Computation (ICNC'08), Jinan, China, Aug. 25-27, 2008. [PDF]

6. Chuanliang Chen, Yunchao Gong, Yingjie Tian, “Semi-Supervised Learning Methods for Network Intrusion Detection,” Proceedings of the 2008 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2008), Singapore, Oct. 12-15, 2008.

7. Chuanliang Chen, Yunchao Gong, Rongfang Bie, Xiaozhi Gao, “Searching for Interacting Features for Spam Filtering,” Proceedings of the 5th International Symposium on Neural Networks (ISNN 2008), Beijing, China, Sep. 24-28, 2008. [PDF]

8. Yunchao Gong, Feng Liu, Chuanliang Chen, “Graph-based Semi-supervised Learning with Manifold Preprocessing for Image Classification,” Proceedings of the 2008 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Singapore, Oct. 12-15, 2008.

9. Yunchao Gong, Chuanliang Chen, Min Shen, Zengmei Fu, “Semi-supervised Discriminant Analyze with Instance-Level Constraints,” Proceedings of the 10th International Conference on High Performance Computing and Communications 2008 (HPCC), Dalian, China, 2008.

10. Zengmei Fu, Chuanliang Chen, Yunchao Gong, Rongfang Bie, “A Comparison Study: Web Pages Categorization with Bayesian Classifiers,” Proceedings of the 10th International Conference on High Performance Computing and Communications 2008 (HPCC), Dalian, China, 2008.[PDF]

Under Review

11. Chuangliang Chen, Yingjie Tian, “Spam Filtering with Several Novel Bayesian Classifiers,” Submitted to: 19th International Conference on Pattern Recognition (ICPR 2008), Tampa, Florida, US, 2008.

12. Chuangliang Chen, Yingjie Tian, “Discriminant Analysis Methods for Classification with Microarray Data,” Submitted to: 19th International Conference on Pattern Recognition (ICPR 2008), Tampa, Florida, US, 2008.

13. Yunchao Gong, Chuanliang Chen, “Semi-supervised Clustering: A Manifold Approach,” Submitted to: the 14th ACM SIGKDD Workshop on Data Mining with Constraints, Lasvegas, USA, 2008.

14. Yunchao Gong, Chuanliang Chen, “Locality Spectral Clustering,” Submitted to: the 21st Australasian Joint Conference on Artificial Intelligence (AI 08), Auckland, New Zealand, 2008.

15. Yunchao Gong, Chuanliang Chen, Yingjie Tian, “Graph-Based Semi-Supervised Learning with Redundant Views,” Submitted to: the 19th International Conference on Pattern Recognition (ICPR), Tampa, Florida, US, 2008.