教师名录
吴明泰
通讯地址:
电子邮件:wmt@wmt35.idv.tw
联系电话:18676382105

个人简介

I received my PhD degree in the Department of Computer Science and Engineering from National Sun Yat-sen University, Taiwan. I was Postdoctoral Research Fellow in the Department of Computer Science, University of Nevada, Las Vegas, USA. My research emphases are based on Articial Intelligence, Data Mining, Fuzzy Theory, Evolutionary Computation, Deep Learning, Big Data and Cloud Computing.

研究方向

Arti cial Intelligence
Data Mining
Fuzzy Theory
Evolutionary Computation
Deep Learning
Big Data and Cloud Computing.

教育经历

  
2004  Bachelor of Science, Department of Applied Mathematics, National University of Kaohsiung, Kaohsiung, Taiwan
2006  Master of Engineering, Department of Electrical Engineering, National University of Kaohsiung, Kaohsiung, Taiwan
2014  Ph.D of Engineering, Department of Computer Science and Engineering, National Sun Yat-sen University, Kaohsiung, Taiwan

研究与工作经历

  
2016-2017  Postdoctoral Research Fellow, The Department of Computer Science, University of Nevada, Las Vegas, USA
2014-2015  Postdoctoral Research Fellow, Department of Computer Science and Engineering, National University of Kaohsiung, Kaohsiung, Taiwan
2015  Adjunct Assistant Professor, Department of Information Management, Cheng Shiu University, Kaohsiung, Taiwan
2013  Adjunct Lecturer, Department of Information Management, Cheng Shiu University, Kaohsiung, Taiwan
2013  Research Assistant, Department of Computer Science and Engineering, National Sun Yat-sen University, Kaohsiung, Taiwan
2007-2013  IT Manager, Information Technology, Analog Express International Limited, Kaohsiung, Taiwan

专业资质与学术兼职

  

科研项目

  

科研成果及奖励

  

论文及著作

J. M. T. Wu, J. Zhan and J. C. W. Lin, Ant Colony System Sanitization Approach to Hiding Sensitive Itemsets. IEEE Access
P. Ezatpoor, J. Zhan J. M. T. Wu* and C. Chiu, Finding Top-k Dominance on Incomplete Big Data Using
MapReduce Framework IEEE Access
J. M. T. Wu, J. Zhan and J. C. W. Lin, An ACO-based approach to mine high-utility itemsets. Knowledge-Based Systems, Vol. 116, pp. 102-113, 2017
J. C. W. Lin, T. Li, P. Fournier-Viger, T. P. Hong, J. M. T. Wu, and J. Zhan, E cient Mining of Multiple Fuzzy Frequent Itemsets. International Journal of Fuzzy Systems, 2016
M. T. Wu, T. P. Hong and C. N. Lee, A dynamic-edge ACS algorithm for continuous variables problems. Natural Computing, pp. 1-14, 2016
T. P. Hong, Y. C. Lee and M. T. Wu, An e ective parallel approach for genetic-fuzzy data mining. Expert Systems with Applications, Vol. 41(2), pp. 655-662, 2014
M. T. Wu, T. P. Hong and C. N. Lee, Using the ACS approach to solve continuous mathematical problems in engineering. Mathematical Problems in Engineering, 2014
M.T. Wu, J. S. Wu, C. N. Lee and M. C. Chen, “A Genetic Algorithm-Fuzzy-Based Voting Mechanism Combined with Hadoop Map-Reduce Technique for Microarray Data Classi cation”, Journal of Computers, Vol. 24(3), pp. 40-48, 2013
M. T. Wu, T. P. Hong and C. N. Lee, A continuous ant colony system framework for fuzzy data mining. Soft Computing, Vol. 16(12), pp. 2071-2082, 2012
M. T. Wu, T. P. Hong and C. N. Lee, An improved ant algorithm for fuzzy data mining. Lecture Notes in Arti cial Intelligence. Vol. 6422, pp. 344-351, 2010
T. P. Hong, Y. F. Tung, S. L. Wang, Y. L. Wu and M. T. Wu, A multi-level ant-colony mining algorithm for membership functions. Information Sciences, Vol. 182(1), pp. 3-14, 2012
T. P. Hong, Y. F. Tung, S. L. Wang, M. T. Wu and Y. L. Wu, An ACS-based framework for fuzzy data mining. Expert Systems with Applications, Vol. 36(9), pp. 11844-11852, 2009
T. P. Hong and M. T. Wu, A hierarchical gene-set genetic algorithm, Journal of Computers, Vol. 3(11), pp. 67-75, 2008

会议论文及发表演说

J. M. T. Wu, J. Zhan and J. C. W. Lin, Mining of High-Utility Itemsets by ACO Algorithm, Proceedings of the The 3rd Multidisciplinary International Social Networks Conference on SocialInformatics, 2016
M. T. Wu, T. P. Hong and C. N. Lee, A binary-coding ACS approach for continuous domains, The Fourth National Conference on Web Intelligence and Applications, 2014
M. T. Wu, T. P. Hong and C. N. Lee, An extended ACS approach for continuous domains, The International Conference on Advanced Information Technologies, 2013
M. T. Wu, T. P. Hong and C. N. Lee, An improved ant algorithm for fuzzy data mining, The International Conference on Computational Collective Intelligence, Part II, pp. 344-351, 2010
T. P. Hong and M. T. Wu and Y. C. Lee, Using dynamic mutation rates in gene-set genetic algorithms, IEEE International Conference on Systems, Man, and Cybernetics, pp. 4018-4022, 2010
T. P. Hong, Y. F. Tung, S. L. Wang, M. T. Wu, Y. L. Wu, Extracting membership functions in fuzzy data mining by ant colony systems, The International Conference of Machine Learning and Cybernetics, pp. 3979-3984, 2008
T. P. Hong and M. T. Wu, Genetic algorithms with gene sets, The Joint Conference of the Third International Conference on Soft Computing and Intelligent Systems and the Seventh International Symposium on Advanced Intelligent Systems, pp. 2193-2197, 2006
T. P. Hong, M. T. Wu, Y. F. Tung and S. L. Wang, Using escape operations in gene-set genetic algorithms, IEEE International Conference on Systems, Man, and Cybernetics, pp. 3907 - 3911, 2007
T. P. Hong, Y. C. Lee and M. T. Wu, Using master-slave parallel architecture for GA-fuzzy data mining, IEEE International Conference on Systems, Man, and Cybernetics, pp. 3232-3237, 2005

任教和任导师经历

  
最后更新:2017-10-11 13:57:11