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姚 新


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姚 新

 

电 话:(0551)63600547
E- Mail:ketang@ustc.edu.cn
实验室主页:http://nical.ustc.edu.cn

 

主要研究方向

演化计算、机器学习 

姚新,男,1962 年11 月生,IEEE Fellow,现任英国伯明翰大学计算机学院教授,英国伯明翰大学计算智能与应用研发中心主任,并兼任中国科学技术大学教育部长江学者讲座教授、“大师讲席II”教授、软件学院首席教授、自然计算与应用实验室主任。目前还担任IEEE 计算智能学会副主席(Vice President for Publication)和执委会委员;2005 年至2006年担任IEEE Frank Rosenblatt 奖评审委员会委员,2008 and 2009 年再次被选为该委员会委员;2008 and 2009 年担任IEEE计算智能学会IEEE Fellow 评选委员会主席。在演化计算、神经计算、机器学习、数据挖掘等多个方面,先后获得了Royal Society (UK)、EPSRC、Honda Research Institute Europe GmbH、European Commission、Marconi Communications, BT, Thales 等科研机构和企业研究院的50 余项资助,累计发表国际杂志论文148 篇,国际会议论文约190 篇,出版专著或论文集24本。曾应邀在欧美国家、日本和新加坡等地举办的各种高水平学术会议上作了约60场特邀报告,40次担任计算智能相关国际会议的主席,曾获得2001年IEEE Donald G. Fink 最佳论文奖等多项荣誉,并曾连续6年(2003-2008)担任IEEE Transactions on Evolutionary Computation主编、还是Knowledge and Information Systems (Springer)、Journal of Computational Intelligence and Applications (World Scientific)等12个杂志的副主编或编委,“自然计算的发展”世界科学系列丛书编辑等。

 

国际学术会议任职

1. 2009-2010年:Vice President for Publications and Executive Committee member of the IEEE Computational Intelligence Society.
2. 2010: Member of the Conference Committee of the IEEE Computational Intelligence Society.
3. 2008-2009年:Chair of the Fellows Evaluation Committee of the IEEE Computational Intelligence Society.
4. 2005年至2006年,2008-2010年:Member of the IEEE Frank Rosenblatt Award Committee. This is an IEEE level committee.
5. 2001年至2003年:Chair of the IEEE Computational Intelligence Society Technical Committee on Evolutionary Computation.
6. 2000年至2001年:President of the Evolutionary Programming Society.
7. 2001年至今:Member of the PPSN Steering Committee.

 

获 奖 情 况

   

1. 2003年至今:IEEE Computational Intelligence Society Distinguished Lecturer.
2. 2008年:Best PhD Student Paper at the 1st International Workshop on Search-Based Software Testing, 9-11 April 2008, Lillehammer, Norway:
Authors: Andrea Arcuri (student), Per Kristian Lehre (research fellow) and Xin Yao (supervisor).
Title: Theoretical Runtime Analyses of Search Algorithms on the Test Data Generation for the Triangle Classification Problem.
3. 2005: Best Student Paper at the 2005 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, San Diego, California, USA, 14-15 November 2005:
Authors: K. Tang (student), P. N. Suganthan (supervisor) and X. Yao (co-supervisor).
Title: Feature selection for microarray data using least squares SVM and particle swarm optimization.
4. 2001年:The 2001 IEEE Donald G. Fink Prize Paper Award for the paper entitled:“Evolving artificial neural networks,” Proceedings of the IEEE, 87(9):1423-1447, September 1999.
5. 1997年: First Prize of the 1997 IEEE ACT Section Undergraduate Student Paper Contest:
Authors: J. Leeming (student) and X. Yao (supervisor).
Title: Terrain traversal by genetic algorithms.
6. 1997年:Third Prize of the 1997 IEEE ACT Section Postgraduate Student Paper Contest:
Authors: Y. Liu (student) and X. Yao (supervisor).
Title: Towards Designing Neural Network Ensembles by Evolution.
7. 1996年:Best Student Paper Award (First Prize) at the 1996 IEEE International Conference on Evolutionary Computation (ICEC’96), Nagoya, Japan:
Authors: P. J. Darwen (student) and X. Yao (supervisor).
Title: Automatic modularization by speciation.
8. 1995年:Best Student Paper Award (First Prize) at the 1995 IEEE International Conference on Evolutionary Computation (ICEC’95), Perth, Australia:
Authors: P. J. Darwen (student) and X. Yao (supervisor).
Title: A dilemma for fitness sharing with a scaling function.
9. 1989年: 中科院院长奖

 

主 要 论 著

   

01. H. Chen, P. Tino and X. Yao, “Probabilistic Classification Vector Machines,” IEEE Transactions on Neural Networks, 20(6):901-914, June 2009.
02. S. Y. Chong, P. Tino and X. Yao, “Measuring Generalization Performance in Co-evolutionary Learning,” IEEE Transactions on Evolutionary Computation, 12(4):479-505, August 2008.
03. S. Y. Chong and X. Yao, “Behavioral Diversity, Choices, and Noise in the Iterated Prisoner's Dilemma,” IEEE Transactions on Evolutionary Computation, 9(6):540-551, December 2005.
04. J. He and X. Yao, “From an Individual to a Population: An Analysis of the First Hitting Time of Population-Based Evolutionary Algorithms,” IEEE Transactions on Evolutionary Computation, 6(5):495-511, October 2002.
05. J. He and X. Yao, “Drift Analysis and Average Time Complexity of Evolutionary Algorithms,” Artificial Intelligence, 127(1):57-85, March 2001.
06. Y. Liu, X. Yao and T. Higuchi, “Evolutionary Ensembles with Negative Correlation Learning,” IEEE Transactions on Evolutionary Computation, 4(4):380-387, November 2000.
07. T. P. Runarsson and X. Yao, “Stochastic Ranking for Constrained Evolutionary Optimization,” IEEE Transactions on Evolutionary Computation, 4(3):284-294, September 2000.
08. X. Yao, Y. Liu and G. Lin, “Evolutionary programming made faster,” IEEE Transactions on Evolutionary Computation, 3(2):82-102, July 1999.
09. X. Yao, “Following the path of evolvable hardware,” Communications of the ACM, 42(4):47-49, April 1999.
10. X. Yao, “Evolving artificial neural networks,” Proceedings of the IEEE, 87(9):1423-1447, September 1999.

 

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