Publications
Selected
Publications:
During my academic career, I have published more than 200 refereed papers, edited 9 books, and published 5 monographs. The following is a selection of the most significant publications of mine.
If you are interested in finding more publications of mine, please click DBLP (http://www.informatik.uni-trier.de/~ley/db/indices/a-tree/z/Zhang:Chengqi.html) to find them.
1.
Longbing
Cao, Philip S. Yu, Chengqi Zhang,
and Yanchang Zhao. Domain Driven Data
Mining, (Monograph) published by Springer-Verlag, pp. 248, 2010. (ISBN: 978-1-4419-5736-8, e-ISBN:
978-1-4419-5737-5)
2.
Xingquan Zhu, Xindong
Wu, Chengqi Zhang: Vague One-Class
Learning for Data Streams. Proc.
of the 9th IEEE
International Conference on Data Mining (ICDM)
2009: 657-666.
3.
Longbing
Cao, Yanchang Zhao, Huaifeng Zhang, Dan Luo, Chengqi Zhang. Flexible Frameworks for Actionable Knowledge
Discovery, IEEE Trans. on Knowledge and Data Engineering (accepted in May
2009).
4.
Longbing Cao, Yanchang
Zhao, Chengqi Zhang: Mining
Impact-Targeted Activity Patterns in Imbalanced Data. IEEE Trans.
Knowl. Data Eng. 20(8): 1053-1066
(2008).
5.
Longbing Cao, Chengqi Zhang, MengChu Zhou:
Engineering Open Complex Agent Systems: A Case Study. IEEE
Transactions on Systems, Man, and Cybernetics, Part C 38(4): 483-496 (2008).
6.
Bo Liu, Longbing Cao, Philip S. Yu, Chengqi Zhang, Multi-Space-Mapped
SVMs for Multi-class Classification, Proc.
of the 8th IEEE
International Conference on Data Mining (ICDM), 2008:911-916.
7. Xingquan Zhu, Peng Zhang, Xindong. Wu, Dan He, Chengqi Zhang, and Yong Shi, Cleansing Noisy Data Streams, Proc. of the 8th IEEE International Conference on Data Mining (ICDM), 2008:1139-1144.
8.
Qingfeng Chen, Yi-Ping Phoebe Chen, Chengqi Zhang: Detecting inconsistency
in biological molecular databases using ontologies. Data Min. Knowl. Discov.
15(2): 275-296 (2007).
9.
Shichao Zhang, Feng Chen, Xindong Wu, Chengqi
Zhang: Identifying bridging rules between conceptual clusters. KDD 2006:
815-820.
10. Chengqi Zhang, Qiang Yang and Bing Liu, Intelligent data
preparation. IEEE
Transactions on Knowledge and Data Engineering, 17:9 (2005): 1163-1165.
11. Xindong
Wu, Chengqi Zhang and Shichao Zhang,
Database Classification for Multi-Database Mining. Information Systems, 30(2005):
71-88.
12. Xindong Wu, Chengqi Zhang and Shichao Zhang, Efficient Mining of Both Positive and Negative Association Rules, ACM Transactions on Information Systems, 22:3 (2004): 381-405.
13. Shichao Zhang, Chengqi Zhang and Xiaowei Yan, PostMining: Maintenance of Association Rules by Weighting. Information Systems, 28:7 (2003): 691-707.
14. Shichao Zhang
and Chengqi Zhang, Anytime Mining
for Multi-User Applications, IEEE
Transactions on Systems, Man and Cybernetics (Part A), SMC-32:4 (2002), 515-521.
15. Shichao
Zhang and Chengqi Zhang, Encoding the Propagation in Belief Networks, IEEE Transactions on Systems, Man and Cybernetics (Part A), SMC-32:4 (2002),
526-531.
16. Minjie Zhang and
Chengqi Zhang, Potential Cases,
Methodologies, and Strategies of Synthesis of Solutions in Distributed Expert
Systems, IEEE Transactions on
Knowledge and Data Engineering,
17. Xudong Luo and Chengqi Zhang, The Proof of the
Correctness of the EMYCIN Sequential Propagation, IEEE Transactions on Knowledge and Data Engineering,
18.
Chengqi
Zhang, The design and
implementation of a knowledge-based communication system in a framework for
distributed expert systems, IEEE Transactions on Communications, 43:5 (1995), 1926 - 1936.
19.
Chengqi
Zhang, Heterogeneous
transformation of uncertainties of propositions among inexact reasoning models,
IEEE Transactions on Knowledge and Data Engineering,
20.
Chengqi
Zhang, Cooperation under
uncertainty in distributed expert systems, Artificial Intelligence,
56 (1992), 21 - 69.
21. David A. Bell and Chengqi Zhang, Description and treatment of deadlocks in distributed
expert systems, IEEE Transactions on Systems, Man, and Cybernetics, SMC-20:3
(1990), 654 – 664.
More Publications of mine in DBLP
Last modified Sun Feb 7 14:21:36 EST 2010.
This document is maintained by Chengqi Zhang.