童　彬

Email: bintong {at} i.kyushu-u.ac.jp
福岡市西区元岡744ウエスト2号館1022号室
内線：7921

九州大学システム生命科学府 博士後期課程

学歴

2001~2005 四川師範大学計算機科学学部計算機科学技術学科
2005~現在 電子科技大学大学院計算機科学・工学研究科
2009~現在 九州大学システム生命科学府システム生命科学専攻

奨学金

中国「国家建設高水平大学公派研究生項目」奨学金

九州大学特に優秀な​博士後期課程の学生に​対する奨学金

研究分野

次元削減、半教師学習、転送学習

論文リスト

1. Bin Tong, Hao Shao, Bin-Hui, and Einoshin Suzuki: "Linear Semi-supervised Projection Clustering by Transferred Centroid Regularization", Journal of Intelligent Information Systems, Vol. ?, No. ?, pp. ?-?, Springer (accepted for publication).
2. Hao Shao, Bin Tong, and Einoshin Suzuki: "Extended MDL Principle for Feature-based Inductive Transfer Learning", Knowledge and Information Systems, Vol. ?, No. ?, pp. ?-?, Springer (accepted for publication).
3. Bin Tong, Weifeng Jia, Yanli Ji, and Einoshin Suzuki: "Linear Semi-supervised Dimensionality Reduction with Pairwise Constraint for Multiple Subclasses", IEICE Transactions on Information and Systems, Vol. E95-D, No. 3, pp. 812-820, March 2012.
4. Shao Hao, Bin Tong, and Einoshin Suzuki: "Compact Coding for Hyperplane Classifiers in Heterogeneous Environment", Machine Learning and Knowledge Discovery in Databases (ECML/PKDD 2011), Part III, LNCS 6913, Springer-Verlag, pp. 207-222, September 2011, Athens.
5. Bin Tong and Einoshin Suzuki: "Dimensionality Reduction in Semi-supervised Learning and Transfer Learning", Proc. IRIT - Kyushu University Workshop on Data Mining and Media Processing, p. OS1-4, Toulouse, France, November 2011.
6. Bin Tong, Junbin Gao, Nguyen Huy Thach, and Einoshin Suzuki: "Gaussian Process for Dimensionality Reduction in Transfer Learning", Proc. Eleventh SIAM International Conference on Data Mining (SDM 2011), pp. 783-794, Phoenix/Mesa, Arizona, April 2011.
7. Nguyen Huy Thach, Shao Hao, Bin Tong, and Einoshin Suzuki: "A Compression-based Dissimilarity Measure for Multi-task Clustering", Proc. Nineteenth International Symposium on Methodologies for Intelligent Systems, LNAI ? (ISMIS), pp. ?-?, Springer, Warsaw, June 2011 (accepted for publication).
8. Xuefeng Zhang, Bin Tong, Miyuki Koshimura, Hiroshi Fujita, and Ryuzo Hasegawa, "A Multi-Layer Hybrid Particle Swarm Optimization Algorithm for the Flow-Shop Scheduling Problem", Australian Journal of Intelligent Information Processing Systems. (12) 2010 , pp. 1-6.
9. Xuefeng Zhang, Bin Tong, Miyuki Koshimura, Hiroshi Fujita, and Ryuzo Hasegawa, "A Hybrid Particle Swarm Optimization Algorithm HPTS for the Flow-Shop Scheduling Problem", Research Reports on Information Science and Electrical Engineering of Kyushu University. (15) 2010 , pp. 65-69.
10. Bin Tong, Shao Hao, Bin-Hui Chou, and Einoshin Suzuki: "Semi-Supervised Projection Clustering with Transferred Centroid Regularization", Machine Learning and Knowledge Discovery in Databases (ECML/PKDD), Part III, LNCS 6323, Springer-Verlag, pp. 306-321, September 2010, Barcelona.
11. Bin Tong, ZhiGuang Qin, and Einoshin Suzuki: "Topology Preserving SOM with Transductive Confidence Machine", Discovery Science, Lecture Notes in Artificial Intelligence (DS), LNAI 6332, Springer-Verlag, pp. 27-41, October 2010, Canberra.
12. Bin Tong and Einoshin Suzuki: "Subclass-oriented Dimension Reduction with Constraint Transformation and Manifold Regularization", Advances in Knowledge Discovery and Data Mining (PAKDD), Part II, LNAI 6119, Springer-Verlag, pp. 1-13, June 2010, Hyderabad, India.
13. Weifeng Jia, Ning Yang, Bin Tong, "An Anomaly Detection Model Based on Neighborhood Preserving", Proc. IEEE ICIP, pp. 402-405, 2010, Dalian, China.
14. Weifeng Jia, Yong Wang, Fengli Zhang, Bin Tong, Anomaly Detection Model Adopting Feature Compressing and Branch Cutting, Journal of Computer Engineering, accepted. (In Chinese)
15. Weifeng Jia, Baojian Du, Bin Tong, Fengli Zhang, Highly Effective Intrusion Detection Model Adopting Condensed, Nearest Neighbor Rules, Journal of computer application research, 27(6):2341-2343, 2010. (In Chinese)
16. Bin Tong, Zhiguang Qin, Weifeng Jia, Jianwei Song, "A DoS Attack Defense Model Adopting Data Mining", Journal of University of Electronic Science and Technology of China, 2008, Vol.37(4):586-589. (In Chinese)
17. Xiaoning Li, Bin Tong, Haoyang Xing, "The Design and Implementation of Gastrointestinal Machine's DICOM Interface", Journal of Sichuan Normal University(Natural Science), 2007, Vol.30(4):526-529. (In Chinese)
18. Xiaoning Li, Luzhou Li, Bin Tong, Haoyang Xing, "The Research and Implementation of DICOM Interface of Medical Imaging Devices", Journal Of Biomedical Engineering, 2007, Vol.24(4):752-755 (In Chinese)
19. Yong Wang, Zhiguang Qin, Bin Tong, Jing Jin, "Link Farm Spam Detection Based on its Properties", In Proceeding of Computational Intelligence and Security, 2008, Suzhou, Vol(2), pp:477-480.
20. Bin Tong, Zhiguang Qin, Xinxin Ma, Yong Wang, Weifeng Jia, "SOM Classification Method Based on Transduction Scheme", Proc. IEEE International Conference on Apperceiving Computing and Intelligence Analysis 2008, pp: 12-15.

インターンシップ

特許

1. 森村博士と井手博士との共同研究は特許出願中
2. Xinggao He, Bin Tong, Zhiguang Qin, Shijie Zhou, Yang Zhao, Tian Lan, "Method and System of Defending DoS/DDoS Attack Based on Data-mining Technology", Patent ID: 20071049921.7

サービス

1. Reviewer: International Journal of Knowledge and Information Systems
2. Secondary Reviewer: PAKDD 2011