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Biography
3

Prof. Tao Ban

National Institution of Information and Communications Technology, Japan


Email: bantao@nict.go.jp


Qualifications


2006  Ph.D., Kobe University, Japan

2003  M.E., Tsinghua University (THU), China

1999  B.E., Xi’an Jiaotong University (XJTU), China


Publications (selected)


  1. S. Pang and Tao Ban, Thematic issue on ‘Adaptive Soft Computing Techniques and Applications,’ Journal of Memetic Computing, Sprinter, Nov. 2009.
  2. Tao Ban, S.Pang, and Pytoyo Hartono. Special issue on ‘Adaptive and Autonomous Learning Methods and Applications,’ Journal of Intelligent Learning Systems and Applications, Scientific Research, to appear.
  3. S. Pang, Tao Ban, Youki Kadobayashi, and N. Kasabov, Personalized mode transductive spanning SVM classification tree, Information Science, to appear.
  4. Tao Ban and Youki Kadobayashi, On tighter inequalities for efficient similarity search in metric spaces, IAENG International Journal of Computer Science, 35:3, IJCS_35_3_17.
  5. Tao Ban and Youki Kadobayashi, Tightening the inequalities for efficient metric search, Trends in Computation Technologies and Engineering Science, Springer Netherlands, pp. 307–321, , ISBN 978–1–4020–9492–7, April 2009.
  6. Tao Ban and Youki Kadobayashi, Introduction to AdaIndex—an adaptive similarity search algorithm in general metric spaces, Engineering the Computer Science and IT, ISBN 978-953-7619-32-9, I-Tech Education and Publishing, in Press.
  7. Shaoning Pang, Tao Ban, Youki Kadobayashi, and Nicola Kasabov, LDA merging and splitting with applications, Submitted to IEEE Transactions on System, Man, and Cybernetics.
  8. Tao Ban, Ruo Ando, and Youki Kadobayashi, Monitoring and analysis of network traffic in P2P environment, Journal of the National Institute of Information and Communications Technology, Vol. 55, Nos. 2/3, June/September, 33-41, 2008.
  9. Tao Ban, S. Guo, Q. Xu, and Yuki Kadobayashi, AdaIndex: an adaptive index structure for fast similarity search in metric spaces, Proceedings of the 16th International Conference on Neuro- Information Processing, Bangkok, Thailand, Dec. 1–5, 2009.
  10. Y. Chen, S. Pang, Tao Ban, Youki, Kadobayashi, and N. Kasabov, Hierarchy minimum enclosing balls for multi-label classification with reference to intrusion detection, Proceedings of the 16th International Conference on Neural Information Processing, Bangkok, Thailand, December 1–5, 2009.
  11. Z. Michlovsky, S. Pang, Tao Ban, Youki, Kadobayashi, and N. Kasabov, String kernel based SVM for internet security implementation, Proceedings of the 16th International Conference on Neural Information Processing, Bangkok, Thailand, December 1–5, 2009.
  12. Tao Ban, Youki Kadobayashi, and S. Abe, Sparse kernel feature analysis using FastMap and its variants, Proceedings of International Joint Conference on Neural Networks 2009, Atlanta, GA, USA, June 14–19, 2009.
  13. Y. Yu, S. Guo, S. Lan, and Tao Ban, Anomaly intrusion detection for evolving data stream based on semi-supervised learning, Advances in Neuro-Information Processing, vol. 5506, pp. 571–578, Springer, 2009.
  14. Z. Zhao, S. Guo, Q. Xu, and Tao Ban, G-means: a clustering algorithm for intrusion detection, Advances in Neuro-Information Processing, vol. 5506, pp. 563–570, Springer, 2009.
  15. H. Wang, Q. Xu, and Tao Ban, A provably secure two-party attribute-based key agreement protocol, Proceedings of the Fifth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, pp. 1042–1045, Kyoto, Japan, Sept. 12–14, 2009.
  16. X. Sun, Q. Xu and Tao Ban, Identity based authenticated key agreement for tree-based group, Proceedings of the Fifth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, pp. 941–944, Kyoto, Japan, Sept. 12–14, 2009.
  17. M. Hou, Q. Xu, and Tao Ban, Perfect forward secure two-party key agreement protocol with Key escrow, Proceedings of the Fifth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, pp. 644-647, Kyoto, Japan, Sept. 12–14, 2009.
  18. S. Pang, K. Dhoble, Y. Chen, N. Kasabov, Tao Ban, and Youki Kadobayashi, Active mode incremental nonparametric discriminant analysis learning, Proceedings of the Eighth International Conference on Information and Management Sciences, pp. 407–412, Kunming, China, July 2009.
  19. S. Pang, Tao Ban, Youki Kadobayashi, and N. Kasabov, gSVMT: aggregating SVMs over a dynamic grid learned from data, Proceedings of the 11th International Conference on Computer and Information Technology, pp. 72–79, 2008. (Best Paper Award, IEEE DMAI in conjunction with ICCIT2008)
  20. S. Pang, Tao Ban, Youki, Kadobayashi, and N. Kasabov, Spanning SVM tree for personalized transductive learning, Proceedings of International Conference on Artificial Neural Networks – ICANN 2009, LNCS Volume 5768, pp. 913–922, 2009.
  21. Tao Ban and Youki Kadobayashi, "New Distance Lower Bounds for Efficient Proximity Searching in Metric Spaces," IAENG International Conference on Data Mining and Applications (ICDMA'08), 2008.
  22. Tao Ban and Youki Kadobayashi, "New Prune Rules for Similarity Search," The 11th IASTED International Conference on Artificial Intelligence and Soft Computing, 2008.
  23. Tao Ban, "Using Genetic Algorithm to Balance the D-Index Algorithm for Metric Search," The 14th International Conference on Neural Information Processing (ICONIP'07), 2007.
  24. Tao Ban and Shigeo Abe, "Implementing Multi-class Classifiers by One-class Classification Methods," Proceedings of  IEEE International Joint Conference on Neural Networks 2006,  page 327-332, July, 2006.
  25. Tao Ban and Shigeo Abe, "SVM ensembles for selecting the relevant feature subset," Proceedings of  IEEE International Joint Conference on Neural Networks 2005, vol. 2,  page 943-948, July, 2005.
  26. Tao Ban and Shigeo Abe, "Spatially chunking support vector clustering algorithm," Proceedings of IEEE International Joint Conference on Neural Networks 2004, pages. 418-423, July, 2004.
  27. Zhong-bao Kou, Tao Ban, and Chang-shui Zhang, "Dissimilarity reconstruction in information recommendation," Proceedings of Fifth International Conference on Computational Intelligence and Multimedia Applications, 2003, pages 235- 242, Sep. 2003.
  28. Zhong-bao Kou,  Tao Ban, and Changshui Zhang, "Discovery of Relationships between Interests from Bulletin Board System by Dissimilarity Reconstruction," Lecture Notes in Computer Science, vol 2843, pages 328-335, 2003.
  29. Tao Ban, Changshui Zhang, and Wei Shu, "A Multi-agent Based Approach to Modelling and Rendering of 3D Tree Bark Textures," Lecture Notes in Computer Science, vol 2801, pages 572-579, 2003.
  30. Tao Ban, Changshui Zhang, Wei Shu, and Zhongbao Kou, "A novel approach in off-line handwritten Chinese character stroke segmentation," Proceedings of Fifth International Conference on Computational Intelligence and Multimedia Applications 2003, pages 314- 318, Sep. 2003.


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