Cheng-Qi Zhang

Most-cited papers

Data Clustering
Yanchang Zhao, Long-Bing Cao, Huai-Feng Zhang, Cheng-Qi Zhang
2008401 citations Open access
Semantic Scholar
Genetic algorithm-based strategy for identifying association rules without specifying actual minimum support
Xiao-Wei Yan, Cheng-Qi Zhang, Shi-Chao Zhang
2009Expert systems with applications235 citations
Semantic Scholar
Efficient approximate entity extraction with edit distance constraints
Wei Wang, Chuan Xiao, Xue-Min Lin, Cheng-Qi Zhang
2009SIGMOD Conference118 citations
Semantic Scholar
Locally Densest Subgraph Discovery
Lu Qin, Rong-Hua Li, Lijun Chang, Cheng-Qi Zhang
2015Knowledge Discovery and Data Mining106 citations
Semantic Scholar
Flexible Frameworks for Actionable Knowledge Discovery
Long-Bing Cao, Yanchang Zhao, Huai-Feng Zhang, D. Luo +2 more
2010IEEE Transactions on Knowledge and Data Engineering100 citations
Semantic Scholar
Combined Mining: Discovering Informative Knowledge in Complex Data
Long-Bing Cao, Huai-Feng Zhang, Yanchang Zhao, D. Luo +1 more
2011IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics)98 citations
Semantic Scholar
Post-mining of Association Rules: Techniques for Effective Knowledge Extraction
Yanchang Zhao, Cheng-Qi Zhang, Long-Bing Cao
200995 citations
Semantic Scholar
Scalable big graph processing in MapReduce
Lu Qin, J. Yu, Lijun Chang, Hong Cheng +2 more
2014SIGMOD Conference88 citations
Semantic Scholar
POP algorithm: Kernel-based imputation to treat missing values in knowledge discovery from databases
Yong-Song Qin, Shi-Chao Zhang, Xiaofeng Zhu, Ji-Lian Zhang +1 more
2009Expert systems with applications70 citations
Semantic Scholar
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
Long-Bing Cao, Cheng-Qi Zhang, T. Joachims, Geoffrey I. Webb +2 more
2015Knowledge Discovery and Data Mining63 citations
Semantic Scholar
Margin-based ensemble classifier for protein fold recognition
Tao Yang, V. Kecman, Long-Bing Cao, Cheng-Qi Zhang +1 more
2011Expert systems with applications47 citations
Semantic Scholar
Cost-Sensitive Classification with k-Nearest Neighbors
Z. Qin, Alan Wang, Cheng-Qi Zhang, Shi-Chao Zhang
2013Knowledge Science, Engineering and Management44 citations
Semantic Scholar
Cost-sensitive classification with inadequate labeled data
Tao Wang, Z. Qin, Shi-Chao Zhang, Cheng-Qi Zhang
2012Information Systems44 citations
Semantic Scholar
Computing the minimum-support for mining frequent patterns
Shi-Chao Zhang, Xindong Wu, Cheng-Qi Zhang, Jingli Lu
2008Knowledge and Information Systems44 citations
Semantic Scholar
IEEE TRANSACTIONS ON SYSTEMS , MAN , AND CYBERNETICS — PART A : SYSTEMS AND HUMANS
Shi-Chao Zhang, Cheng-Qi Zhang
200839 citations
Semantic Scholar
Multi-sphere Support Vector Data Description for Outliers Detection on Multi-distribution Data
Yan-Shan Xiao, Bo Liu, Long-Bing Cao, Xindong Wu +4 more
20092009 IEEE International Conference on Data Mining Workshops36 citations
Semantic Scholar
Mining Both Positive and Negative Impact-Oriented Sequential Rules from Transactional Data
Yanchang Zhao, Huai-Feng Zhang, Long-Bing Cao, Cheng-Qi Zhang +1 more
2009Pacific-Asia Conference on Knowledge Discovery and Data Mining35 citations
Semantic Scholar
Debt Detection in Social Security by Sequence Classification Using Both Positive and Negative Patterns
Yanchang Zhao, Huai-Feng Zhang, Shanshan Wu, J. Pei +3 more
2009ECML/PKDD33 citations Open access
Semantic Scholar
Domain Driven Data Mining
Long-Bing Cao, Philip S. Yu, Cheng-Qi Zhang, Yanchang Zhao
201030 citations
Semantic Scholar
Cleansing Noisy Data Streams
Xing-Quan Zhu, Peng Zhang, Xindong Wu, Dan He +2 more
20082008 Eighth IEEE International Conference on Data Mining29 citations
Semantic Scholar
e-NSP: efficient negative sequential pattern mining based on identified positive patterns without database rescanning
Xiangjun Dong, Zhigang Zheng, Long-Bing Cao, Yanchang Zhao +4 more
2011International Conference on Information and Knowledge Management28 citations
Semantic Scholar
Challenges and Trends
Long-Bing Cao, Cheng-Qi Zhang, Philip S. Yu, Yanchang Zhao
201028 citations
Semantic Scholar
Efficient Mining of Event-Oriented Negative Sequential Rules
Yanchang Zhao, Huai-Feng Zhang, Long-Bing Cao, Cheng-Qi Zhang +1 more
20082008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology28 citations
Semantic Scholar
Empirical Study of Bagging Predictors on Medical Data
Guo-Hua Liang, Cheng-Qi Zhang
2011Australasian Data Mining Conference27 citations
Semantic Scholar
Engineering Open Complex Agent Systems: A Case Study
Long-Bing Cao, Cheng-Qi Zhang, Mengchu Zhou
2008IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews)27 citations
Semantic Scholar
CLAP: Collaborative pattern mining for distributed information systems
Xing-Quan Zhu, Bin Li, Xindong Wu, Dan He +1 more
2011Decision Support Systems26 citations
Semantic Scholar
A Novel Prototype Reduction Method for the K-Nearest Neighbor Algorithm with K >= 1
Tao Yang, Long-Bing Cao, Cheng-Qi Zhang
2010Pacific-Asia Conference on Knowledge Discovery and Data Mining25 citations
Semantic Scholar
Cost Sensitive Classification in Data Mining
Z. Qin, Cheng-Qi Zhang, Tao Wang, Shi-Chao Zhang
2010International Conference on Advanced Data Mining and Applications24 citations
Semantic Scholar
Enhancing grid-density based clustering for high dimensional data
Yanchang Zhao, Jie Cao, Cheng-Qi Zhang, Shi-Chao Zhang
2011Journal of Systems and Software23 citations
Semantic Scholar
Agent-Based Distributed Data Mining: A Survey
Chayapol Moemeng, V. Gorodetsky, Ziye Zuo, Yong Yang +1 more
2009Data Mining and Multi-agent Integration21 citations
Semantic Scholar
An Efficient Method for Modeling Nonoccurring Behaviors by Negative Sequential Patterns With Loose Constraints
Ping Qiu, Yongshun Gong, Yu-Hai Zhao, Long-Bing Cao +2 more
2021IEEE Transactions on Neural Networks and Learning Systems20 citations
Semantic Scholar
CONFIDENCE METRICS FOR ASSOCIATION RULE MINING
Xiao-Wei Yan, Cheng-Qi Zhang, Shi-Chao Zhang
2009Applied Artificial Intelligence19 citations Open access
Semantic Scholar
An efficient and simple under-sampling technique for imbalanced time series classification
Guo-Hua Liang, Cheng-Qi Zhang
2012International Conference on Information and Knowledge Management18 citations
Semantic Scholar
Proceedings of the 10th IEEE International Conference on Data Mining (ICDM)
Geoffrey I. Webb, Bing Liu, Cheng-Qi Zhang, D. Gunopulos +1 more
201018 citations
Semantic Scholar
A Comparative Study of Sampling Methods and Algorithms for Imbalanced Time Series Classification
Guo-Hua Liang, Cheng-Qi Zhang
2012Australasian Conference on Artificial Intelligence16 citations
Semantic Scholar
Customer Activity Sequence Classification for Debt Prevention in Social Security
Huai-Feng Zhang, Yanchang Zhao, Long-Bing Cao, Cheng-Qi Zhang +1 more
2009Journal of Computational Science and Technology16 citations
Semantic Scholar
An Agent-Based Hybrid System for Microarray Data Analysis
Zili Zhang, Peng-Yi Yang, Xindong Wu, Cheng-Qi Zhang
2009IEEE Intelligent Systems16 citations Open access
Semantic Scholar
Combining kNN Imputation and Bootstrap Calibrated: Empirical Likelihood for Incomplete Data Analysis
Yong-Song Qin, Shi-Chao Zhang, Cheng-Qi Zhang
2010International Journal of Data Warehousing and Mining14 citations
Semantic Scholar
Ubiquitous Intelligence in Agent Mining
Long-Bing Cao, D. Luo, Cheng-Qi Zhang
2009Agents and Data Mining Interaction13 citations
Semantic Scholar
Community detection in complex network based on APT method
Qingfeng Chen, Yulu Qiao, Fang Hu, Yongjie Li +3 more
2020Pattern Recognition Letters12 citations
Semantic Scholar
Bioinformatics in protein kinases regulatory network and drug discovery.
Qingfeng Chen, Hai-Qiong Luo, Cheng-Qi Zhang, Yi-Ping Phoebe Chen
2015Mathematical Biosciences11 citations
Semantic Scholar
WI'09/IAT'09 Joint Invited Talks WI-IAT 2009 Developing Actionable Trading Strategies for Trading Agents
Cheng-Qi Zhang
200911 citations
Semantic Scholar
Introduction to the Domain-Driven Data Mining Special Section
Cheng-Qi Zhang, Philip S. Yu, David A. Bell
2010IEEE Transactions on Knowledge and Data Engineering10 citations
Semantic Scholar
Exploring Consensus RNA Substructural Patterns Using Subgraph Mining
Qingfeng Chen, Chao-Wang Lan, Bao-Shan Chen, Lu-Sheng Wang +2 more
2017IEEE/ACM Transactions on Computational Biology & Bioinformatics9 citations
Semantic Scholar
Debt Detection in Social Security by Adaptive Sequence Classification
Shanshan Wu, Yanchang Zhao, Huai-Feng Zhang, Cheng-Qi Zhang +2 more
2009Knowledge Science, Engineering and Management9 citations
Semantic Scholar
An Empirical Evaluation of Bagging with Different Algorithms on Imbalanced Data
Guo-Hua Liang, Cheng-Qi Zhang
2011International Conference on Advanced Data Mining and Applications8 citations
Semantic Scholar
Data Mining Applications in Social Security
Yanchang Zhao, Huai-Feng Zhang, Long-Bing Cao, Hans Bohlscheid +2 more
20098 citations
Semantic Scholar
Multi-Space-Mapped SVMs for Multi-class Classification
Bo Liu, Long-Bing Cao, Philip S. Yu, Cheng-Qi Zhang
20082008 Eighth IEEE International Conference on Data Mining8 citations
Semantic Scholar
Using propensity scores to predict the kinases of unannotated phosphopeptides
Qingfeng Chen, Yiqi Wang, Bao-Shan Chen, Cheng-Qi Zhang +2 more
2017Knowledge-Based Systems7 citations
Semantic Scholar
Testing Adaptive Local Hyperplane for multi-class classification by double cross-validation
Tao Yang, Kecman Vojislav, Long-Bing Cao, Cheng-Qi Zhang
2010IEEE International Joint Conference on Neural Network7 citations
Semantic Scholar