.

教授課程

• 計算機概論

• 計算機結構

• 資料探勘

• 資料串流探勘

• 高等資料探勘

期刊論文

• Bi-Ru Dai, Jen-Wei Huang, Mi-Yen Yeh, and Ming-Syan Chen, "Adaptive Clustering for Multiple Evolving Streams," IEEE Trans. on Knowledge and Data Engineering (TKDE) Vol. 18, No. 9, pp. 1166-1180, September 2006. (SCI, EI)
   
• Bi-Ru Dai and Ming-Syan Chen, "Constrained Clustering for the Evolving Data Stream," JOURNAL OF COMPUTERS, Special issue on Data Mining, Vol.17, No.4, January 2007
   
• Bi-Ru Dai, Cheng-Ru Lin, and Ming-Syan Chen, "Constrained Data Clustering by Depth Control and Progressive Constraint Relaxation," Very Large Data Base Journal (VLDB J.), Vol. 16, No. 2, pp. 201-217, April 2007. (SCI)
   
• J.-W. Huang, B.-R. Dai, and M.-S. Chen, "Twain: Two-End Association Miner with Precise Frequent Exhibition Periods," ACM Trans. on Knowledge Discovery from Data (TKDD), Vol. 1, No. 2, August, 2007. (EI)
   
• M.-Y. Yeh, B.-R. Dai, and M.-S. Chen, "Clustering over Multiple Evolving Streams by Events and Correlations," IEEE Trans. on Knowledge and Data Engineering (TKDE), Vol. 19, No. 10, pp. 1349-1362, October, 2007. (SCI, EI)

會議論文 

• Bi-Ru Dai, Cheng-Ru Lin and Ming-Syan Chen, "On the Techniques for Data Clustering with Numerical Constraints,'' Proc. of the 3rd SIAM International Conference on Data Mining (SDM-03), May 1-3, 2003.
   
• Bi-Ru Dai, Jen-Wei Huang, Mi-Yen Yeh, and Ming-Syan Chen, "Clustering on Demand for Multiple Data Streams,'' Proc. of the Fourth IEEE International Conference on Data Mining (ICDM'04), Brighton, UK, November 01 - 04, 2004. (EI)
   
• Bi-Ru Dai and Ming-Syan Chen, "On Analyzing Gene Regulation,'' IEEE Workshop on Life Science Data Mining (LSDM) (In conjunction with ICDM'04), Brighton, UK, November 01, 2004.
   
• Mi-Yen Yeh, Bi-Ru Dai, and Ming-Syan Chen, "COMET: Event-Driven Clustering over Multiple Evolving Streams,'' Proc. of the 10th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD-06), April 9-12, 2006. (EI)
   
• Chih-Hua Tai, Bi-Ru Dai, Ming-Syan Chen, "Incremental Clustering in Geography and Optimization Spaces." PAKDD 2007: 272-283. (EI)
   
• Ya-Ping Kuo, Pai-Yu Lin and Bi-Ru Dai, "Hiding Frequent Patterns under Multiple Sensitive Thresholds," Proceedings of the 19th International Conference on Database and Expert Systems Applications (DEXA 2008), Turin, Italy, September 1-5, 2008. (Lecture Notes in Computer Science 5181 Springer 2008, ISBN 978-3-540-85653-5) (EI)
   
• Bi-Ru Dai and Yang-Tze Lin, "A Decision Tree Based Quasi-Identifier Perturbation Technique for Preserving Privacy in Data Mining." Proc. of the Third International Conference on Research Challenges in Information Science (RCIS), April 22-24, 2009, Morocco. (Proceedings will be published by IEEE, Print Version ISBN #978-1-4244-2864-9)
   
• Bi-Ru Dai and Pai-Yu Lin, "iTM: An Efficient Algorithm for Frequent Pattern Mining in the Incremental Database without Rescanning." Proc. of the Twenty Second International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems IEA-AIE 2009, June 24-27, 2009 Tainan, Taiwan. (EI)

Thesis

• Bi-Ru Dai, "Constrained Data Clustering," Ph.D. Thesis, Department of Electrical Engineering at National Taiwan University, R.O.C. 2006.