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)
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S. Pang and Tao
Ban, Thematic issue on ‘Adaptive Soft Computing Techniques and Applications,’
Journal of Memetic Computing, Sprinter, Nov. 2009.
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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.
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S. Pang, Tao Ban,
Youki Kadobayashi, and N. Kasabov, Personalized mode transductive spanning SVM
classification tree, Information Science, to appear.
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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.
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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.
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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.
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Shaoning Pang, Tao
Ban, Youki Kadobayashi, and Nicola Kasabov, LDA merging and splitting with
applications, Submitted to IEEE Transactions on System, Man, and Cybernetics.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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)
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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.
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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.
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Tao Ban and Youki
Kadobayashi, "New Prune Rules for Similarity Search," The 11th IASTED
International Conference on Artificial Intelligence and Soft Computing, 2008.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
Profile
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