Chengqi Zhang

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2012
215Mining bridging rules between conceptual clusters. Shichao Zhang, Feng Chen, Xindong Wu, Chengqi Zhang, Ruili Wang. Appl. Intell. (36): 108-118 (2012). Web SearchBibTeXDownload
214Probabilistic Exposure Fusion. Mingli Song, Dacheng Tao, Chun Chen, Jiajun Bu, Jiebo Luo, Chengqi Zhang. IEEE Transactions on Image Processing (21): 341-357 (2012). Web SearchBibTeXDownload
2011
213An Empirical Study of Bagging Predictors for Different Learning Algorithms. Guohua Liang, Xingquan Zhu, Chengqi Zhang. AAAI 2011. Web SearchBibTeXDownload
212An Empirical Evaluation of Bagging with Different Algorithms on Imbalanced Data. Guohua Liang, Chengqi Zhang. ADMA (1) 2011, 339-352. Web SearchBibTeXDownload
211Learning Colours from Textures by Sparse Manifold Embedding. Jun Li, Wei Bian, Dacheng Tao, Chengqi Zhang. Australasian Conference on Artificial Intelligence 2011, 600-608. Web SearchBibTeXDownload
210An Empirical Study of Bagging Predictors for Imbalanced Data with Different Levels of Class Distribution. Guohua Liang, Xingquan Zhu, Chengqi Zhang. Australasian Conference on Artificial Intelligence 2011, 213-222. Web SearchBibTeXDownload
209e-NSP: efficient negative sequential pattern mining based on identified positive patterns without database rescanning. Xiangjun Dong, Zhigang Zheng, Longbing Cao, Yanchang Zhao, Chengqi Zhang, Jinjiu Li, Wei Wei, Yuming Ou. CIKM 2011, 825-830. Web SearchBibTeXDownload
208Do they belong to the same class: active learning by querying pairwise label homogeneity. Yifan Fu, Bin Li, Xingquan Zhu, Chengqi Zhang. CIKM 2011, 2161-2164. Web SearchBibTeXDownload
207CLAP: Collaborative pattern mining for distributed information systems. Xingquan Zhu, Bin Li, Xindong Wu, Dan He, Chengqi Zhang. Decision Support Systems (52): 40-51 (2011). Web SearchBibTeXDownload
206Margin-based ensemble classifier for protein fold recognition. Tao Yang, Vojislav Kecman, Longbing Cao, Chengqi Zhang, Joshua Zhexue Huang. Expert Syst. Appl. (38): 12348-12355 (2011). Web SearchBibTeXDownload
205Combined Mining: Discovering Informative Knowledge in Complex Data. Longbing Cao, Huaifeng Zhang, Yanchang Zhao, Dan Luo, Chengqi Zhang. IEEE Transactions on Systems, Man, and Cybernetics, Part B (41): 699-712 (2011). Web SearchBibTeXDownload
204Similarity-Based Approach for Positive and Unlabeled Learning. Yanshan Xiao, Bo Liu, Jie Yin, Longbing Cao, Chengqi Zhang, Zhifeng Hao. IJCAI 2011, 1577-1582. Web SearchBibTeXDownload
203Cross-Domain Collaborative Filtering over Time. Bin Li, Xingquan Zhu, Ruijiang Li, Chengqi Zhang, Xiangyang Xue, Xindong Wu. IJCAI 2011, 2293-2298. Web SearchBibTeXDownload
202Enhancing grid-density based clustering for high dimensional data. Yanchang Zhao, Jie Cao, Chengqi Zhang, Shichao Zhang. Journal of Systems and Software (84): 1524-1539 (2011). Web SearchBibTeXDownload
201One-class learning and concept summarization for data streams. Xingquan Zhu, Wei Ding, Philip S. Yu, Chengqi Zhang. Knowl. Inf. Syst. (28): 523-553 (2011). Web SearchBibTeXDownload
200Agent-Based Subspace Clustering. Chao Luo, Yanchang Zhao, Dan Luo, Chengqi Zhang, Wei Cao. PAKDD (2) 2011, 370-381. Web SearchBibTeXDownload
199Semi-supervised Variable Weighting for Clustering. Ling Chen, Chengqi Zhang. SDM 2011, 862-871. Web SearchBibTeXDownload
2010
198Cost Sensitive Classification in Data Mining. Zhenxing Qin, Chengqi Zhang, Tao Wang, Shichao Zhang. ADMA (1) 2010, 1-11. Web SearchBibTeXDownload
197A Multiple System Performance Monitoring Model for Web Services. Yong Yang, Dan Luo, Chengqi Zhang. ADMI 2010, 149-161. Web SearchBibTeXDownload
196An ADL-Approach to Specifying and Analyzing Centralized-Mode Architectural Connection. Guoxin Su, Mingsheng Ying, Chengqi Zhang. ECSA 2010, 8-23. Web SearchBibTeXDownload
195Against-Expectation Pattern Discovery: Identifying Interactions within Items with Large Relative-Contrasts in Databases. Dingrong Yuan, Xiaofang You, Chengqi Zhang. IEEE Intelligent Informatics Bulletin (11): 14-23 (2010). Web SearchBibTeXDownload
194Flexible Frameworks for Actionable Knowledge Discovery. Longbing Cao, Yanchang Zhao, Huaifeng Zhang, Dan Luo, Chengqi Zhang, E. K. Park. IEEE Trans. Knowl. Data Eng. (22): 1299-1312 (2010). Web SearchBibTeXDownload
193Introduction to the Domain-Driven Data Mining Special Section. Chengqi Zhang, Philip S. Yu, David Bell. IEEE Trans. Knowl. Data Eng. (22): 753-754 (2010). Web SearchBibTeXDownload
192Testing Adaptive Local Hyperplane for multi-class classification by double cross-validation. Tao Yang, Vojislav Kecman, Longbing Cao, Chengqi Zhang. IJCNN 2010, 1-5. Web SearchBibTeXDownload
191Combining kNN Imputation and Bootstrap Calibrated: Empirical Likelihood for Incomplete Data Analysis. Yongsong Qin, Shichao Zhang, Chengqi Zhang. IJDWM (6): 61-73 (2010). Web SearchBibTeXDownload
190Combining Support Vector Machines and the t-statistic for Gene Selection in DNA Microarray Data Analysis. Tao Yang, Vojislav Kecman, Longbing Cao, Chengqi Zhang. PAKDD (2) 2010, 55-62. Web SearchBibTeXDownload
189A Novel Prototype Reduction Method for the K-Nearest Neighbor Algorithm with K >= 1. Tao Yang, Longbing Cao, Chengqi Zhang. PAKDD (2) 2010, 89-100. Web SearchBibTeXDownload
2009
188Ubiquitous Intelligence in Agent Mining. Longbing Cao, Dan Luo, Chengqi Zhang. ADMI 2009, 23-35. Web SearchBibTeXDownload
187Confidence Metrics for Association Rule Mining. Xiaowei Yan, Chengqi Zhang, Shichao Zhang. Applied Artificial Intelligence (23): 713-737 (2009). Web SearchBibTeXDownload
186Debt Detection in Social Security by Sequence Classification Using Both Positive and Negative Patterns. Yanchang Zhao, Huaifeng Zhang, Shanshan Wu, Jian Pei, Longbing Cao, Chengqi Zhang, Hans Bohlscheid. ECML/PKDD (2) 2009, 648-663. Web SearchBibTeXDownload
185Genetic algorithm-based strategy for identifying association rules without specifying actual minimum support. Xiaowei Yan, Chengqi Zhang, Shichao Zhang. Expert Syst. Appl. (36): 3066-3076 (2009). Web SearchBibTeXDownload
184Estimating confidence intervals for structural differences between contrast groups with missing data. Yongsong Qin, Shichao Zhang, Xiaofeng Zhu, Jilian Zhang, Chengqi Zhang. Expert Syst. Appl. (36): 6431-6438 (2009). Web SearchBibTeXDownload
183POP algorithm: Kernel-based imputation to treat missing values in knowledge discovery from databases. Yongsong Qin, Shichao Zhang, Xiaofeng Zhu, Jilian Zhang, Chengqi Zhang. Expert Syst. Appl. (36): 2794-2804 (2009). Web SearchBibTeXDownload
182Vague One-Class Learning for Data Streams. Xingquan Zhu, Xindong Wu, Chengqi Zhang. ICDM 2009, 657-666. Web SearchBibTeXDownload
181Multi-sphere Support Vector Data Description for Outliers Detection on Multi-distribution Data. Yanshan Xiao, Bo Liu, Longbing Cao, Xindong Wu, Chengqi Zhang, Zhifeng Hao, Fengzhao Yang, Jie Cao. ICDM Workshops 2009, 82-87. Web SearchBibTeXDownload
180Adaptive Anomaly Detection of Coupled Activity Sequences. Yuming Ou, Longbing Cao, Chengqi Zhang. IEEE Intelligent Informatics Bulletin (10): 12-16 (2009). Web SearchBibTeXDownload
179An Agent-Based Hybrid System for Microarray Data Analysis. Zili Zhang, Pengyi Yang, Xindong Wu, Chengqi Zhang. IEEE Intelligent Systems (24): 53-63 (2009). Web SearchBibTeXDownload
178Customer Activity Sequence Classification for Debt Prevention in Social Security. Huaifeng Zhang, Yanchang Zhao, Longbing Cao, Chengqi Zhang, Hans Bohlscheid. J. Comput. Sci. Technol. (24): 1000-1009 (2009). Web SearchBibTeXDownload
177Debt Detection in Social Security by Adaptive Sequence Classification. Shanshan Wu, Yanchang Zhao, Huaifeng Zhang, Chengqi Zhang, Longbing Cao, Hans Bohlscheid. KSEM 2009, 192-203. Web SearchBibTeXDownload
176Mining Both Positive and Negative Impact-Oriented Sequential Rules from Transactional Data. Yanchang Zhao, Huaifeng Zhang, Longbing Cao, Chengqi Zhang, Hans Bohlscheid. PAKDD 2009, 656-663. Web SearchBibTeXDownload
175Efficient approximate entity extraction with edit distance constraints. Wei Wang, Chuan Xiao, Xuemin Lin, Chengqi Zhang. SIGMOD Conference 2009, 759-770. Web SearchBibTeXDownload
174Developing Actionable Trading Strategies for Trading Agents. Longbing Cao, Chao Luo, Chengqi Zhang. Web Intelligence 2009, 9. Web SearchBibTeXDownload
2008
173Combined Pattern Mining: From Learned Rules to Actionable Knowledge. Yanchang Zhao, Huaifeng Zhang, Longbing Cao, Chengqi Zhang, Hans Bohlscheid. Australasian Conference on Artificial Intelligence 2008, 393-403. Web SearchBibTeXDownload
172Cleansing Noisy Data Streams. Xingquan Zhu, Peng Zhang, Xindong Wu, Dan He, Chengqi Zhang, Yong Shi. ICDM 2008, 1139-1144. Web SearchBibTeXDownload
171Multi-Space-Mapped SVMs for Multi-class Classification. Bo Liu, Longbing Cao, Philip S. Yu, Chengqi Zhang. ICDM 2008, 911-916. Web SearchBibTeXDownload
170Engineering Open Complex Agent Systems: A Case Study. Longbing Cao, Chengqi Zhang, MengChu Zhou. IEEE Transactions on Systems, Man, and Cybernetics, Part C (38): 483-496 (2008). Web SearchBibTeXDownload
169Mining Impact-Targeted Activity Patterns in Imbalanced Data. Longbing Cao, Yanchang Zhao, Chengqi Zhang. IEEE Trans. Knowl. Data Eng. (20): 1053-1066 (2008). Web SearchBibTeXDownload
168Activity Mining: from Activities to Actions. Longbing Cao, Yanchang Zhao, Chengqi Zhang, Huaifeng Zhang. International Journal of Information Technology and Decision Making (7): 259-273 (2008). Web SearchBibTeXDownload
167Computing the minimum-support for mining frequent patterns. Shichao Zhang, Xindong Wu, Chengqi Zhang, Jingli Lu. Knowl. Inf. Syst. (15): 233-257 (2008). Web SearchBibTeXDownload
166Combined Association Rule Mining. Huaifeng Zhang, Yanchang Zhao, Longbing Cao, Chengqi Zhang. PAKDD 2008, 1069-1074. Web SearchBibTeXDownload
165Domain-Driven Local Exceptional Pattern Mining for Detecting Stock Price Manipulation. Yuming Ou, Longbing Cao, Chao Luo, Chengqi Zhang. PRICAI 2008, 849-858. Web SearchBibTeXDownload
164Missing Value Imputation Based on Data Clustering. Shichao Zhang, Jilian Zhang, Xiaofeng Zhu, Yongsong Qin, Chengqi Zhang. Transactions on Computational Science (1): 128-138 (2008). Web SearchBibTeXDownload
163Efficient Mining of Event-Oriented Negative Sequential Rules. Yanchang Zhao, Huaifeng Zhang, Longbing Cao, Chengqi Zhang, Hans Bohlscheid. Web Intelligence 2008, 336-342. Web SearchBibTeXDownload
162F-TRADE 3.0: An Agent-Based Integrated Framework for Data Mining Experiments. Peerapol Moemeng, Longbing Cao, Chengqi Zhang. Web Intelligence/IAT Workshops 2008, 612-615. Web SearchBibTeXDownload
161Exception Mining on Multiple Time Series in Stock Market. Chao Luo, Yanchang Zhao, Longbing Cao, Yuming Ou, Chengqi Zhang. Web Intelligence/IAT Workshops 2008, 690-693. Web SearchBibTeXDownload
160Intelligent Agent. Chengqi Zhang, Zili Zhang. Wiley Encyclopedia of Computer Science and Engineering 2008. Web SearchBibTeXDownload
2007
159Cost-Sensitive Imputing Missing Values with Ordering. Xiaofeng Zhu, Shichao Zhang, Jilian Zhang, Chengqi Zhang. AAAI 2007, 1922-1923. Web SearchBibTeX
158Measuring the Uncertainty of Differences for Contrasting Groups. Jilian Zhang, Shichao Zhang, Xiaofeng Zhu, Xindong Wu, Chengqi Zhang. AAAI 2007, 1920-1921. Web SearchBibTeX
157F-trade: an agent-mining symbiont for financial services. Longbing Cao, Chengqi Zhang. AAMAS 2007, 262. Web SearchBibTeXDownload
156Agent-Mining Interaction: An Emerging Area. Longbing Cao, Chao Luo, Chengqi Zhang. AIS-ADM 2007, 60-73. Web SearchBibTeXDownload
155On Data Structures for Association Rule Discovery. Xiaowei Yan, Shichao Zhang, Chengqi Zhang. Applied Artificial Intelligence (21): 57-79 (2007). Web SearchBibTeXDownload
154Semi-parametric optimization for missing data imputation. Yongsong Qin, Shichao Zhang, Xiaofeng Zhu, Jilian Zhang, Chengqi Zhang. Appl. Intell. (27): 79-88 (2007). Web SearchBibTeXDownload
153Class Association Rule Mining with Multiple Imbalanced Attributes. Huaifeng Zhang, Yanchang Zhao, Longbing Cao, Chengqi Zhang. Australian Conference on Artificial Intelligence 2007, 827-831. Web SearchBibTeXDownload
152Detecting inconsistency in biological molecular databases using ontologies. Qingfeng Chen, Yi-Ping Phoebe Chen, Chengqi Zhang. Data Min. Knowl. Discov. (15): 275-296 (2007). Web SearchBibTeXDownload
151Developing Actionable Trading Strategies for Trading Agents. Longbing Cao, Chao Luo, Chengqi Zhang. IAT 2007, 72-75. Web SearchBibTeXDownload
150Domain-Driven, Actionable Knowledge Discovery. Longbing Cao, Chengqi Zhang, Qiang Yang, David Bell, Michail Vlachos, Bahar Taneri, Eamonn J. Keogh, Philip S. Yu, Ning Zhong, Mafruz Zaman Ashrafi, David Taniar, Eugene Dubossarsky, Warwick Graco. IEEE Intelligent Systems (22): 78-88 (2007). Web SearchBibTeXDownload
149Knowledge actionability: satisfying technical and business interestingness. Longbing Cao, Dan Luo, Chengqi Zhang. IJBIDM (2): 496-514 (2007). Web SearchBibTeXDownload
148The Evolution of KDD: towards Domain-Driven Data Mining. Longbing Cao, Chengqi Zhang. IJPRAI (21): 677-692 (2007). Web SearchBibTeXDownload
147EDUA: An efficient algorithm for dynamic database mining. Shichao Zhang, Jilian Zhang, Chengqi Zhang. Inf. Sci. (177): 2756-2767 (2007). Web SearchBibTeXDownload
146Cost-Time Sensitive Decision Tree with Missing Values. Shichao Zhang, Xiaofeng Zhu, Jilian Zhang, Chengqi Zhang. KSEM 2007, 447-459. Web SearchBibTeXDownload
145GBKII: An Imputation Method for Missing Values. Chengqi Zhang, Xiaofeng Zhu, Jilian Zhang, Yongsong Qin, Shichao Zhang. PAKDD 2007, 1080-1087. Web SearchBibTeXDownload
144Efficient Attribute Reduction Based on Discernibility Matrix. Zhangyan Xu, Chengqi Zhang, Shichao Zhang, Wei Song, Bingru Yang. RSKT 2007, 13-21. Web SearchBibTeXDownload
143DDDM2007: Domain Driven Data Mining. Longbing Cao, Chengqi Zhang, Yanchang Zhao, Philip S. Yu, Graham Williams. SIGKDD Explorations (9): 84-86 (2007). Cited by 5Web SearchBibTeXDownload
142Building agent-based hybrid intelligent systems: A case study. Zili Zhang, Chengqi Zhang. Web Intelligence and Agent Systems (5): 255-271 (2007). Web SearchBibTeXDownload
141Detecting Turning Points of Trading Price and Return Volatility for Market Surveillance Agents. Yuming Ou, Longbing Cao, Ting Yu, Chengqi Zhang. Web Intelligence/IAT Workshops 2007, 491-494. Web SearchBibTeXDownload
2006
140Domain-Driven Data Mining: Methodologies and Applications. Chengqi Zhang, Longbing Cao. AMT 2006, 13-16. Web SearchBibTeX
139Kernel-Based Multi-Imputation for Missing Data. Shichao Zhang, Yongsong Qin, Xiaofeng Zhu, Jilian Zhang, Chengqi Zhang. AMT 2006, 106-111. Web SearchBibTeX
138Missing or absent? A Question in Cost-sensitive Decision Tree. Zhenxing Qin, Shichao Zhang, Chengqi Zhang. AMT 2006, 118-125. Web SearchBibTeX
137Agent Services-Oriented Architectural Design of a Framework for Artificial Stock Markets. Jiarui Ni, Longbing Cao, Chengqi Zhang. AMT 2006, 396-399. Web SearchBibTeX
136Efficient Frequent Itemsets Mining by Sampling. Yanchang Zhao, Chengqi Zhang, Shichao Zhang. AMT 2006, 112-117. Web SearchBibTeX
135Adapting K-Means Algorithm for Discovering Clusters in Subspaces. Yanchang Zhao, Chengqi Zhang, Shichao Zhang, Lianwei Zhao. APWeb 2006, 53-62. Web SearchBibTeXDownload
134Detecting Collusion Attacks in Security Protocols. Qingfeng Chen, Yi-Ping Phoebe Chen, Shichao Zhang, Chengqi Zhang. APWeb 2006, 297-306. Web SearchBibTeXDownload
133Discovering Debtor Patterns of Centrelink Customers. Yanchang Zhao, Longbing Cao, Yvonne Morrow, Yuming Ou, Jiarui Ni, Chengqi Zhang. AusDM 2006, 135-144. Web SearchBibTeXDownload
132Enhancing DWT for Recent-Biased Dimension Reduction of Time Series Data. Yanchang Zhao, Chengqi Zhang, Shichao Zhang. Australian Conference on Artificial Intelligence 2006, 1048-1053. Web SearchBibTeXDownload
131Dynamic Focus Strategies for Electronic Trade Execution in Limit Order Markets. Jiaqi Wang, Chengqi Zhang. CEC/EEE 2006, 26. Web SearchBibTeXDownload
130SVM-OD: SVM Method to Detect Outliers. Jiaqi Wang, Chengqi Zhang, Xindong Wu, Hongwei Qi, Jue Wang. Foundations and Novel Approaches in Data Mining 2006, 129-141. Web SearchBibTeXDownload
129A Human-Friendly MAS for Mining Stock Data. Jiarui Ni, Chengqi Zhang. IAT Workshops 2006, 19-22. Web SearchBibTeXDownload
128Domain-Driven Data Mining: A Practical Methodology. Longbing Cao, Chengqi Zhang. IJDWM (2): 49-65 (2006). Web SearchBibTeXDownload
127Stock Data Mining through Fuzzy Genetic Algorithms. Longbing Cao, Chao Luo, Jiarui Ni, Dan Luo, Chengqi Zhang. JCIS 2006. Web SearchBibTeXDownload
126Identifying bridging rules between conceptual clusters. Shichao Zhang, Feng Chen, Xindong Wu, Chengqi Zhang. KDD 2006, 815-820. Web SearchBibTeXDownload
125Is Frequency Enough for Decision Makers to Make Decisions?. Shichao Zhang, Jeffrey Xu Yu, Jingli Lu, Chengqi Zhang. PAKDD 2006, 499-503. Web SearchBibTeXDownload
124Domain-Driven Actionable Knowledge Discovery in the Real World. Longbing Cao, Chengqi Zhang. PAKDD 2006, 821-830. Web SearchBibTeXDownload
123Mining Frequent Itemsets for Protein Kinase Regulation. Qingfeng Chen, Yi-Ping Phoebe Chen, Chengqi Zhang, Lianggang Li. PRICAI 2006, 222-230. Web SearchBibTeXDownload
122Fuzzy Genetic Algorithms for Pairs Mining. Longbing Cao, Dan Luo, Chengqi Zhang. PRICAI 2006, 711-720. Web SearchBibTeXDownload
121Optimized Parameters for Missing Data Imputation. Shichao Zhang, Yongsong Qin, Xiaofeng Zhu, Jilian Zhang, Chengqi Zhang. PRICAI 2006, 1010-1016. Web SearchBibTeXDownload
120Ontology-based integration of business intelligence. Longbing Cao, Chengqi Zhang, Jiming Liu. Web Intelligence and Agent Systems (4): 313-325 (2006). Web SearchBibTeXDownload
119Intelligence Metasynthesis in Building Business Intelligence Systems. Longbing Cao, Chengqi Zhang, Dan Luo, Ruwei Dai. WImBI 2006, 454-470. Web SearchBibTeXDownload
2005
118In-Depth Data Mining and Its Application in Stock Market. Chengqi Zhang, Shichao Zhang. ADMA 2005, 13. Web SearchBibTeXDownload
117Agents and Data Mining: Mutual Enhancement by Integration. Chengqi Zhang, Zili Zhang, Longbing Cao. AIS-ADM 2005, 50-61. Web SearchBibTeXDownload
116Armga: Identifying Interesting Association Rules with Genetic Algorithms. Xiaowei Yan, Chengqi Zhang, Shichao Zhang. Applied Artificial Intelligence (19): 677-689 (2005). Web SearchBibTeXDownload
115The Fish-eye Visualization of Foreign Currency Exchange Data Streams. Li Lin, Longbing Cao, Chengqi Zhang. APVIS 2005, 91-96. Web SearchBibTeXDownload
114Any-Cost Discovery: Learning Optimal Classification Rules. Ailing Ni, Xiaofeng Zhu, Chengqi Zhang. Australian Conference on Artificial Intelligence 2005, 123-132. Web SearchBibTeXDownload
113Identifying Interesting Patterns in Multidatabases. Chengqi Zhang, Jeffrey Xu Yu, Shichao Zhang. Classification and Clustering for Knowledge Discovery 2005, 91-112. Web SearchBibTeXDownload
112Genetic Algorithms for Robust Optimization in Financial Applications. Li Lin, Longbing Cao, Chengqi Zhang. Computational Intelligence 2005, 387-391. Web SearchBibTeX
111The Visualization of Large Database in Stock Market. Li Lin, Longbing Cao, Chengqi Zhang. Databases and Applications 2005, 163-166. Web SearchBibTeX
110A Decremental Algorithm for Maintaining Frequent Itemsets in Dynamic Databases. Shichao Zhang, Xindong Wu, Jilian Zhang, Chengqi Zhang. DaWaK 2005, 305-314. Cited by 5Web SearchBibTeXDownload
109A Framework for Merging Inconsistent Beliefs in Security Protocol Analysis. Qingfeng Chen, Yi-Ping Phoebe Chen, Chengqi Zhang, Shichao Zhang. DEEC 2005, 119-124. Web SearchBibTeXDownload
108Dynamic Test-Sensitive Decision Trees with Multiple Cost Scales. Zhenxing Qin, Chengqi Zhang, Xuehui Xie, Shichao Zhang. FSKD (1) 2005, 402-405. Web SearchBibTeXDownload
107Agent Services-Orinted Architectural Design of Open Complex Agent Systems. Longbing Cao, Chengqi Zhang, Jiarui Ni. IAT 2005, 120-123. Web SearchBibTeXDownload
106Association-Based Segmentation for Chinese-Crossed Query Expansion. Chengqi Zhang, Zhenxing Qin, Xiaowei Yan. IEEE Intelligent Informatics Bulletin (5): 18-25 (2005). Web SearchBibTeXDownload
105XEvent: An Event Notification System over Distributed Hash Table (DHT) Networks. Ruili Wang, Weixiong Rao, Chengqi Zhang. IEEE Intelligent Informatics Bulletin (6): 19-25 (2005). Web SearchBibTeXDownload
104Identifying Interesting Customers through Web Log Classification. Jeffrey Xu Yu, Yuming Ou, Chengqi Zhang, Shichao Zhang. IEEE Intelligent Systems (20): 55-59 (2005). Cited by 7Web SearchBibTeXDownload
103Guest Editors' Introduction: Special Section on Intelligent Data Preparation. Chengqi Zhang, Qiang Yang, Bing Liu. IEEE Trans. Knowl. Data Eng. (17): 1163-1165 (2005). Cited by 9Web SearchBibTeXDownload
102Support vector machines based on K-means clustering for real-time business intelligence systems. Jiaqi Wang, Xindong Wu, Chengqi Zhang. IJBIDM (1): 54-64 (2005). Cited by 25Web SearchBibTeXDownload
101Database classification for multi-database mining. Xindong Wu, Chengqi Zhang, Shichao Zhang. Inf. Syst. (30): 71-88 (2005). Cited by 26Web SearchBibTeXDownload
100An Efficient Implementation of the Backtesting of Trading Strategies. Jiarui Ni, Chengqi Zhang. ISPA 2005, 126-131. Web SearchBibTeXDownload
99ENDL: A Logical Framework for Verifying Secure Transaction Protocols. Qingfeng Chen, Chengqi Zhang, Shichao Zhang. Knowl. Inf. Syst. (7): 84-109 (2005). Web SearchBibTeXDownload
98A Recent-Biased Dimension Reduction Technique for Time Series Data. Yanchang Zhao, Chengqi Zhang, Shichao Zhang. PAKDD 2005, 751-757. Web SearchBibTeXDownload
97An improved model-based method to test circuit faults. Xiaochun Cheng, Dantong Ouyang, Yunfei Jiang, Chengqi Zhang. Theor. Comput. Sci. (341): 150-161 (2005). Web SearchBibTeXDownload
2004
96Efficient mining of both positive and negative association rules. Xindong Wu, Chengqi Zhang, Shichao Zhang. ACM Trans. Inf. Syst. (22): 381-405 (2004). Cited by 178Web SearchBibTeXDownload
95KBSVM: KMeans-based SVM for Business Intelligence. Jiaqi Wang, Chengqi Zhang. AMCIS 2004, 226. Web SearchBibTeXDownload
94A Verification Model for Electronic Transaction Protocols. Qingfeng Chen, Chengqi Zhang, Shichao Zhang. APWeb 2004, 824-833. Web SearchBibTeXDownload
93Discovering Interesting Association Rules by Clustering. Yanchang Zhao, Chengqi Zhang, Shichao Zhang. Australian Conference on Artificial Intelligence 2004, 1055-1061. Web SearchBibTeXDownload
92Agent Services-Driven Plug-and-Play in F-TRADE. Longbing Cao, Jiarui Ni, Jiaqi Wang, Chengqi Zhang. Australian Conference on Artificial Intelligence 2004, 917-922. Web SearchBibTeXDownload
91Cost-Sensitive Decision Trees with Multiple Cost Scales. Zhenxing Qin, Shichao Zhang, Chengqi Zhang. Australian Conference on Artificial Intelligence 2004, 380-390. Web SearchBibTeXDownload
90Mining Dependent Patterns In Probabilistic Databases. Shichao Zhang, Chengqi Zhang, Jeffrey Xu Yu. Cybernetics and Systems (35): 399-424 (2004). Web SearchBibTeXDownload
89Integrative Early Requirements Analysis for Agent-Based Systems. Longbing Cao, Chengqi Zhang, Dan Luo, Wanli Chen, Neda Zamani. HIS 2004, 118-123. Web SearchBibTeXDownload
88Agent Services-Based Infrastructure for Online Assessment of Trading Strategies. Longbing Cao, Jiaqi Wang, Li Lin, Chengqi Zhang. IAT 2004, 345-348. Web SearchBibTeXDownload
87A Platform for Dynamic Organization of Agents in Agent-Based Systems. Chunsheng Li, Zili Zhang, Chengqi Zhang. IAT 2004, 454-457. Web SearchBibTeXDownload
86Identifying Global Exceptional Patterns in Multi-database Mining. Chengqi Zhang, Meiling Liu, Wenlong Nie, Shichao Zhang. IEEE Intelligent Informatics Bulletin (3): 19-24 (2004). Web SearchBibTeXDownload
85Guest Editors' Introduction: Information Enhancement for Data Mining. Shichao Zhang, Chengqi Zhang, Qiang Yang. IEEE Intelligent Systems (19): 12-13 (2004). Cited by 17Web SearchBibTeXDownload
84A fuzzy logic based method to acquire user threshold of minimum-support for mining association rules. Shichao Zhang, Jingli Lu, Chengqi Zhang. Inf. Sci. (164): 1-16 (2004). Web SearchBibTeXDownload
83An efficient strategy for mining exceptions in multi-databases . Shichao Zhang, Chengqi Zhang, Jeffrey Xu Yu. Inf. Sci. (165): 1-20 (2004). Cited by 9Web SearchBibTeXDownload
82Identifying Software Component Association With Genetic Algorithm. Xiaowei Yan, Chengqi Zhang, Shichao Zhang. International Journal of Software Engineering and Knowledge Engineering (14): 441-447 (2004). Web SearchBibTeXDownload
81Clustering High-Dimensional Data with Low-Order Neighbors. Yanchang Zhao, Chengqi Zhang, Yi-Dong Shen. Web Intelligence 2004, 103-109. Web SearchBibTeXDownload
80Integration of Business Intelligence Based on Three-Level Ontology Services. Longbing Cao, Chao Luo, Dan Luo, Chengqi Zhang. Web Intelligence 2004, 17-23. Web SearchBibTeXDownload
2003
79Discovering Associations in Very Large Databases by Approximating. Shichao Zhang, Chengqi Zhang. Acta Cybern. (16): 155-177 (2003). Web SearchBibTeXDownload
78Toward Databases Mining: Pre-Processing Collected Data. Xiaowei Yan, Chengqi Zhang, Shichao Zhang. Applied Artificial Intelligence (17): 545-561 (2003). Web SearchBibTeXDownload
77Temporal Constraint Satisfaction in Matrix Method. Chengqi Zhang, Shichao Zhang, Zili Zhang. Applied Artificial Intelligence (17): 135-154 (2003). Web SearchBibTeXDownload
76An Agent-Based Hybrid Framework for Database Mining. Zili Zhang, Chengqi Zhang, Shichao Zhang. Applied Artificial Intelligence (17): 383-398 (2003). Web SearchBibTeXDownload
75Cooperative Strategy for Web Data Mining and Cleaning. Yuefeng Li, Chengqi Zhang, Shichao Zhang. Applied Artificial Intelligence (17): 443-460 (2003). Web SearchBibTeXDownload
74Data Preparation for Data Mining. Dorian Pyle, Chengqi Zhang, Qiang Yang. Applied Artificial Intelligence (17): 375-381 (2003). Cited by 45Web SearchBibTeXDownload
73Identifying Approximate Itemsets of Interest in Large Databases. Chengqi Zhang, Shichao Zhang, Geoffrey I. Webb. Appl. Intell. (18): 91-104 (2003). Web SearchBibTeXDownload
72Verifying the Purchase Request in SET Protocol. Qingfeng Chen, Chengqi Zhang, Shichao Zhang, Chunsheng Li. APWeb 2003, 263-274. Web SearchBibTeXDownload
71SCTR: An Approach to Digitizing Welllogging Graphn. Chunsheng Li, Qingfeng Song, Mei Wang, Chengqi Zhang. Computer Graphics and Imaging 2003, 285-288. Web SearchBibTeX
70Systematic Engineering in Designing Architecture of Telecommunications Business Intelligence System. Longbing Cao, Dan Luo, Chao Luo, Chengqi Zhang. HIS 2003, 1084-1093. Web SearchBibTeX
69Building Agent-Based Hybrid Intelligent Systems. Zili Zhang, Chengqi Zhang. HIS 2003, 799-808. Web SearchBibTeX
68An Approach to Digitizing and Managing Well-Logging Parameter Graphs with Agent-Based Perspective. Chunsheng Li, Chengqi Zhang, Mei Wang, Qingfeng Song. IAT 2003, 11-17. Web SearchBibTeXDownload
67Verifying the Payment Authorization in SET Protocol. Qingfeng Chen, Chengqi Zhang, Shichao Zhang. IDEAL 2003, 914-918. Web SearchBibTeXDownload
66A Ring-Based Architectural Model for Middle Agents in Agent-Based System. Chunsheng Li, Chengqi Zhang, Zili Zhang. IDEAL 2003, 94-98. Web SearchBibTeXDownload
65A Database-Independent Approach of Mining Association Rules with Genetic Algorithm. Xiaowei Yan, Chengqi Zhang, Shichao Zhang. IDEAL 2003, 882-886. Web SearchBibTeXDownload
64Multi-Database Mining. Shichao Zhang, Xindong Wu, Chengqi Zhang. IEEE Computational Intelligence Bulletin (2): 5-13 (2003). Cited by 43Web SearchBibTeXDownload
63Post-mining: maintenance of association rules by weighting. Shichao Zhang, Chengqi Zhang, Xiaowei Yan. Inf. Syst. (28): 691-707 (2003). Web SearchBibTeXDownload
62Theoretical Evaluation of Ring-Based Architectural Model for Middle Agents in Agent-Based System. Chunsheng Li, Chengqi Zhang, Longbing Cao. ISMIS 2003, 603-607. Web SearchBibTeXDownload
61Identifying Frequent Terms in Text Databases by Association Semantics. Xiaowei Yan, Chengqi Zhang, Shichao Zhang. ITCC 2003, 672-675. Web SearchBibTeXDownload
60An Agent-Based Curve-Digitizing System for Well-Logging Data Management. Chunsheng Li, Chengqi Zhang, Mei Wang. ITCC 2003, 656-660. Web SearchBibTeXDownload
59A Probability Data Model and its Semantics. Shichao Zhang, Chengqi Zhang. Journal of Research and Practice in Information Technology (35): 237-256 (2003). Web SearchBibTeX
58Open Giant Intelligent Information Systems and Its Agent-Oriented Analysis and Design. Longbing Cao, Chunsheng Li, Chengqi Zhang, Ruwei Dai. SEKE 2003, 85-89. Web SearchBibTeX
57A Database-Independent Strategy for Confidence Determination. Xiaowei Yan, Chengqi Zhang, Shichao Zhang. SEKE 2003, 621-625. Web SearchBibTeX
56Open Giant Intelligent Information Systems and Its Multiagent-Oriented System Design. Longbing Cao, Chunsheng Li, Chengqi Zhang, Ruwei Dai. Software Engineering Research and Practice 2003, 816-822. Web SearchBibTeX
2002
55An improvement to matchmaking algorithms for middle agents. Zili Zhang, Chengqi Zhang. AAMAS 2002, 1340-1347. Web SearchBibTeXDownload
54Discovering Causality in Large Databases. Shichao Zhang, Chengqi Zhang. Applied Artificial Intelligence (16): 333-358 (2002). Web SearchBibTeXDownload
53Propagating Temporal Relations of Intervals by Matrix. Shichao Zhang, Chengqi Zhang. Applied Artificial Intelligence (16): 1-27 (2002). Web SearchBibTeXDownload
52An Agent-Based Framework for Petroleum Information Services from Distributed Heterogeneous Data Resources. Chengqi Zhang, Chunsheng Li, Zili Zhang. APSEC 2002, 593-602. Web SearchBibTeXDownload
51Mind the Trends When You Mine: Incremental Data Mining. Chengqi Zhang, Shichao Zhang, Xiaowei Yan, Zhenxing Qin. FSKD 2002, 476. Web SearchBibTeX
50An Application of Fuzzy Cluster analysis to Matchmaking in Middle Agents. Zili Zhang, Chengqi Zhang. FSKD 2002, 566-570. Web SearchBibTeX
49Identifying Exceptional Patterns in Multi-Databases. Shichao Zhang, Chengqi Zhang, Xiaowei Yan, Zhenxing Qin. FSKD 2002, 146-150. Web SearchBibTeX
48Mining Both Positive and Negative Association Rules. Xindong Wu, Chengqi Zhang, Shichao Zhang. ICML 2002, 658-665. Web SearchBibTeX
47Association Rule Mining by Agents. Xiaowei Yan, Chengqi Zhang, Shichao Zhang, John K. Debenham. ICMLA 2002, 77-83. Web SearchBibTeX
46Mining Very Large Databases Using Software Agents. Chengqi Zhang, Xiaowei Yan, Shichao Zhang, Paul Kennedy. ICMLA 2002, 84-90. Web SearchBibTeX
45Anytime mining for multiuser applications. Shichao Zhang, Chengqi Zhang. IEEE Transactions on Systems, Man, and Cybernetics, Part A (32): 515-521 (2002). Web SearchBibTeXDownload
44Encoding probability propagation in belief networks. Shichao Zhang, Chengqi Zhang. IEEE Transactions on Systems, Man, and Cybernetics, Part A (32): 526-531 (2002). Web SearchBibTeXDownload
43A Hybrid Model for Sharing Information Between Fuzzy, Uncertain and Default Reasoning Models in Multi-agent Systems. Xudong Luo, Chengqi Zhang, Nicholas R. Jennings. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems (10): 401 (2002). Web SearchBibTeXDownload
42An Agent-Based Hybrid Intelligent System for Financial Investment Planning. Zili Zhang, Chengqi Zhang. PRICAI 2002, 355-364. Web SearchBibTeXDownload
2001
41Pattern Discovery in Probabilistic Databases. Shichao Zhang, Chengqi Zhang. Australian Joint Conference on Artificial Intelligence 2001, 619-630. Web SearchBibTeXDownload
40Collecting Quality Data for Database Mining. Chengqi Zhang, Shichao Zhang. Australian Joint Conference on Artificial Intelligence 2001, 593-604. Web SearchBibTeXDownload
39Reasoning with Multimedia Information Using Symbolic Projection. Zili Zhang, Chengqi Zhang. Australian Joint Conference on Artificial Intelligence 2001, 643-654. Web SearchBibTeXDownload
38A Logical Framework for Knowledge Sharing in Multi-agent Systems. Kaile Su, Xudong Luo, Huaiqing Wang, Chengqi Zhang, Shichao Zhang, Qingfeng Chen. COCOON 2001, 561-570. Web SearchBibTeXDownload
37Post-processing of multimedia information - concents, problems, and techniques. Chengqi Zhang, Zili Zhang. Computers and Their Applications 2001, 318-321. Web SearchBibTeX
36Approaches to implementing decision aggregation in multi-agent systems. Chengqi Zhang, Zili Zhang. Computers and Their Applications 2001, 314-317. Web SearchBibTeX
35Mining Small Databases by Collecting Knowledge. Shichao Zhang, Chengqi Zhang. DASFAA 2001, 154-155. Web SearchBibTeX
34Estimating Itemsets of Interst by Sampling. Shichao Zhang, Chengqi Zhang. FUZZ-IEEE 2001, 131-134. Web SearchBibTeX
33A model for compressing probabilities in belief networks. Shichao Zhang, Chengqi Zhang. Informatica (Slovenia) (25) (2001). Web SearchBibTeX
32Information sharing between heterogeneous uncertain reasoning models in a multi-agent environment: a case study. Xudong Luo, Chengqi Zhang, Ho-fung Leung. Int. J. Approx. Reasoning (27): 27-59 (2001). Web SearchBibTeXDownload
2000
31Result Fusion in Multi-Agent Systems Based on OWA Operator. Zili Zhang, Chengqi Zhang. ACSC 2000, 234-240. Web SearchBibTeXDownload
30Agent-Based Risk Learning for Computing Systems. Xiaofeng Wang, Han Kiliççöte, Pradeep K. Khosla, Chengqi Zhang. ICMAS 2000, 459-460. Web SearchBibTeXDownload
29Building an Ontology for Financial Investment. Zili Zhang, Chengqi Zhang, Swee San Ong. IDEAL 2000, 308-313. Web SearchBibTeXDownload
28Mobile Agents for Admitting New Students to Institutions of China. Zili Zhang, Chengqi Zhang, Bin Li. ISCA Conference on Intelligent Systems 2000, 52-56. Web SearchBibTeX
27An information filtering model on the Web and its application in JobAgent. Yuefeng Li, Chengqi Zhang, Jason R. Swan. Knowl.-Based Syst. (13): 285-296 (2000). Web SearchBibTeXDownload
26Perceiving Environments for Intelligent Agents. Yuefeng Li, Chengqi Zhang. PRICAI 2000, 297-307. Web SearchBibTeXDownload
25An Agent-Based Soft Computing Society. Chengqi Zhang, Zili Zhang, Ong Swee San. Rough Sets and Current Trends in Computing 2000, 661-668. Web SearchBibTeXDownload
1999
24A Serving Agent for Integrating Soft Computing and Software Agents. Zili Zhang, Chengqi Zhang. Australian Joint Conference on Artificial Intelligence 1999, 476-477. Web SearchBibTeXDownload
23Information-Based Cooperation in Multiple Agent Systems. Yuefeng Li, Chengqi Zhang. Australian Joint Conference on Artificial Intelligence 1999, 496-498. Web SearchBibTeXDownload
22Potential Cases, Methodologies, and Strategies of Synthesis of Solutions in Distributed Expert Systems. Minjie Zhang, Chengqi Zhang. IEEE Trans. Knowl. Data Eng. (11): 498-503 (1999). Web SearchBibTeXDownload
21Proof of the Correctness of EMYCIN Sequential Propagation Under Conditional Independence Assumptions. Xudong Luo, Chengqi Zhang. IEEE Trans. Knowl. Data Eng. (11): 355-359 (1999). Web SearchBibTeXDownload
20Introduction to the Special Issue on Learning in Intelligent Algorithms and Systems Design. Chengqi Zhang, Ling Guan, Zheru Chi. JACIII (3): 439-440 (1999). Web SearchBibTeX
19Isomorphic transformations of uncertainties for incorporating EMYCIN-style and PROSPECTOR-style systems into a distributed expert system. Chengqi Zhang, Xudong Luo. J. Comput. Sci. Technol. (14): 386-392 (1999). Web SearchBibTeXDownload
18IMC: A Method for Interval Calculus in Matrix. Shichao Zhang, Chengqi Zhang. Knowl. Inf. Syst. (1): 257-268 (1999). Web SearchBibTeXDownload
17An Axiom Foundation for Uncertain Reasonings in Rule-Based Expert Systems: NT-Algebra. Xudong Luo, Chengqi Zhang. Knowl. Inf. Syst. (1): 415-433 (1999). Web SearchBibTeXDownload
16A Class of Isomorphic Transformations for Integrating EMYCIN-Style and PROSPECTOR-Style Systems into a Rule-Based Multi-Agent System. Xudong Luo, Chengqi Zhang, Ho-fung Leung. PRIMA 1999, 211-225. Web SearchBibTeXDownload
1998
15LSLNCF: A Hybrid Uncertain Reasoning Model Based on Probability. Xudong Luo, Chengqi Zhang. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems (6): 401-422 (1998). Web SearchBibTeXDownload
14A Neural Network Diagnosis Model without Disorder Independence Assumption. Yue Xu, Chengqi Zhang. PRICAI 1998, 341-352. Web SearchBibTeXDownload
1997
13Transformation between the EMYCIN Model and the Bayesian Network. Chengqi Zhang, Xudong Luo. Agents and Multi-Agent Systems Formalisms, Methodologies, and Applications 1997, 205-220. Web SearchBibTeXDownload
12An Algorithm for Plan Verification in Multiple Agent Systems. Chengqi Zhang, Yuefeng Li. Agents and Multi-Agent Systems Formalisms, Methodologies, and Applications 1997, 149-163. Web SearchBibTeXDownload
11The Weighting Issue in Fuzzy Logic. Xudong Luo, Chengqi Zhang, Jingqiu Cai. Informatica (Slovenia) (21) (1997). Web SearchBibTeX
1996
10Application of MAS in Implementing Rational IP Routers on the Priced Internet. Hongxia Yang, Chengqi Zhang. DAI 1996, 166-180. Web SearchBibTeXDownload
9Methodologies of Solution Synthesis in Distributed Expert Systems. Minjie Zhang, Chengqi Zhang. DAI 1996, 137-151. Web SearchBibTeXDownload
8An Improved Critical Diagnosis Reasoning Method. Yue Xu, Chengqi Zhang. ICTAI 1996, 170-173. Web SearchBibTeX
7A Unified Algebraic Structure for Uncertain Reasoning. Xudong Luo, Chengqi Zhang. PRICAI 1996, 459-470. Web SearchBibTeXDownload
1995
6Neural Network Strategies for Solving Synthesis Problems in Non-conflilct Cases in Distributed Expert Systems. Minjie Zhang, Chengqi Zhang. DAI 1995, 174-188. Web SearchBibTeXDownload
5Definition and Application of a Comprehensive Framework for Distributed Problem Solving. Hongxia Yang, Chengqi Zhang. DAI 1995, 1-15. Web SearchBibTeXDownload
4The Consensus of Uncertainties in Distributed Expert Systems. Minjie Zhang, Chengqi Zhang. ICMAS 1995, 468. Web SearchBibTeX
1994
3Heterogeneous Transformation of Uncertainties of Propositions Among Inexact Reasoning Models. Chengqi Zhang. IEEE Trans. Knowl. Data Eng. (6): 353-360 (1994). Web SearchBibTeXDownload
1992
2Cooperation Under Uncertainty in Distributed Expert Systems. Chengqi Zhang. Artif. Intell. (56): 21-69 (1992). Web SearchBibTeXDownload
1991
1HECODES: A Framework for Heterogeneous Cooperative Distributed Expert Systems. Chengqi Zhang, David A. Bell. Data Knowl. Eng. (6): 251-273 (1991). Web SearchBibTeXDownload
from DBLP and Google Scholar
References
1. ^ KDD 2008: Research Track Program Committee - Retrieved 2009-11-21 - details
2. ^ KDD 2007 Conference - Organizers Page - Retrieved 2009-11-21 - details
3. ^ http://www.cse.unsw.edu.au/~icml2002/refs.html - Retrieved 2011-03-19 - details
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