ZHANG Chunkai
Address:
HITSGS Campus, Shenzhen University Town, Xili, Shenzhen, China (518055)
Email:
ckzhang@hit.edu.cn, ckzhang812@gmail.com
Phone:
0755-26032545
075526032545(Fax)
PERSONAL PROFILE
 
RESEARCH INTEREST
 
Intelligent Optimization Methods, data stream mining
EDUCATION  
1998-2001
D.E. in Control Theory and Control Engineering, Shanghai Jiaotong University, China.
1998-1998
M.E.Sc. in Control Theory and Control Engineering, Qingdao University of Science and Technology, China.
1991-1995
B.S. in Control Theory and Control Engineering, Qingdao University of Science and Technology, China.
RESEARCH & WORK EXPERIENCE  
2009-
Associate Professor, School of Computer Science and Technology School, Harbin Institute of Technology.
2002-2006
lecturer, School of Electronic and Information Engineering, Shanghai Jiaotong University.
PROFESSIONAL QUALIFICATION & ACADEMIC SERVICE
 
RESEARCH PROJECTS
2011-2013
Shenzhen research Project: RFID Event Research
RESEARCH ACHIEVEMENT & AWARDS
PATENT
   
PAPER & BOOK PUBLICATIONS
Book
Trends in Neural Computation Series: Studies in Computational Intelligence:chapter 12,Springer Verlag, Germany,2007.
Paper
1)Zhang CK, Hu H, An Evolved Recurrent Neural Network and Its Application. Lecture Notes in Computer Science, v. 3610, p. 91-100, Springer-Verlag, 2005. (SCI收录IDS Number: BDA22)
2)Zhang CK, Hu H, An Effective Feature Selection Scheme via Genetic Algorithm Using Mutual Information, Lecture Notes of Artificial Intelligence, vol. 3614, p. 73-80, Springer-Verlag, 2005. (SCI&EI,SCI收录IDS Number: BDA17, EI收录号:05439439716)
3)Zhang CK, Hu H, Ant Colony Optimization Combining with Mutual Information for Feature Selection in Support Vector Machines. Lecture Notes of Artificial Intelligence, vol. 3809, p. 918-921, Springer-Verlag, 2005. (SCI收录IDS Number: BDW41)
4)Zhang CK, Hu H, Feature selection in SVM based on the hybrid of enhanced genetic algorithm and mutual information. Lecture Notes of Artificial Intelligence, vol. 3885, p. 307-316, Springer-Verlag, 2006. (SCI收录IDS Number: BEF39)
CONFERENCE PAPERS/TALKS
 
1)C. K. Zhang, H. Hu, Feature selection using the Hybrid of Ant Colony Optimization and Mutual Information for Forecaster. Proceedings of 2005 International Conference on Machine Learning and Cybernetics, p. 1728-1732, 2005. (EI收录号:05509539019)
2)C. K. Zhang, H. Hu, Using PSO Algorithm to Evolve an Optimum Input Subset for a SVM in Time Series Forecasting. IEEE International Conference on Systems, Man and Cybernetics, vol. 4, p. 3793-3796, 2005, (EI收录号:05489511715)
3)C. K. Zhang, H. Hu, An Evolved Recurrent Neural Network and Its Application in the State Estimation of the CSTR System. IEEE International Conference on Systems, Man and Cybernetics 2005, p. 2139-2143. (EI收录号:05489514605)
4) Chunkai Zhang , Cong Li, A PETRI-NET BASED METHOD FOR INTERVAL RFID EVENT PROCESSING, Asia Pacific International Conference of RFID, 2010, Dec. 01-03, Taipei, Taiwan
5) Chunkai Zhang* Cong Li, Rule-Matching Based Method for RFID Event Processing, The Fourth International Conference on Genetic and Evolutionary, December 13-15, 2010, Shenzhen, China
Computing
6) Chunkai Zhang. DELAY-CFIM: A Sliding Window Based Method on Mining Closed Frequent Itemsets over High-Speed Data Streams. The 2013 World Congress in Computer Science, Computer Engineering, and Applied Computing
7) Chunkai Zhang. Mining dynamic association rules from multiple time-series data streams. The 2013 International Conference on Internet Computing and Big Data.
8) Chunkai Zhang. A New Sampling Approach for Classification of Imbalanced Data sets with High Density. 2014 International Conference on Big Data and Smart Computing. 2014 International Conference on Big Data and Smart Computing
9) Chunkai Zhang. Enhancing Imbalanced Classification by a Novel Ensemble Based Technique. 2014 ICMB
10) Chunkai Zhang. Research on Algorithm of Mining Frequent Patterns Based on Temporal Intervals. 2013 IEEE International Conference on Consumer Electronics - China
11) Chunkai Zhang. An improved event processing approach for RFID stream data and its application. 2013 IEEE Conference Anthology
TEACHING/SUPERVISING EXPERIENCE
School of Computer Science and Technology School, Harbin Institute of Technology.
Luo Yang, master student, 2011-2013, CBR in Healthy Management.
Updated:2017-11