| 2012 |
|---|
| 131 | Mining bridging rules between conceptual clusters. Shichao Zhang, Feng Chen, Xindong Wu, Chengqi Zhang, Ruili Wang. Appl. Intell. (36): 108-118 (2012). Web SearchBibTeXDownload |
| 2011 |
|---|
| 130 | Shell-neighbor method and its application in missing data imputation. Shichao Zhang. Appl. Intell. (35): 123-133 (2011). Web SearchBibTeXDownload |
| 129 | Feature selection using hierarchical feature clustering. Huawen Liu, Xindong Wu, Shichao Zhang. CIKM 2011, 979-984. Web SearchBibTeXDownload |
| 128 | Missing Value Estimation for Mixed-Attribute Data Sets. Xiaofeng Zhu, Shichao Zhang, Zhi Jin, Zili Zhang, Zhuoming Xu. IEEE Trans. Knowl. Data Eng. (23): 110-121 (2011). Web SearchBibTeXDownload |
| 127 | Enhancing 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 |
| 126 | Missing data imputation by utilizing information within incomplete instances. Shichao Zhang, Zhi Jin, Xiaofeng Zhu. Journal of Systems and Software (84): 452-459 (2011). Web SearchBibTeXDownload |
| 125 | Dealing with inconsistent secure messages by weighting majority. Qingfeng Chen, Shichao Zhang, Zhi Zhong. Knowl.-Based Syst. (24): 731-739 (2011). Web SearchBibTeXDownload |
| 124 | Fundamentals of association rules in data mining and knowledge discovery. Shichao Zhang, Xindong Wu. Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery (1): 97-116 (2011). Web SearchBibTeXDownload |
| 123 | Information enhancement for data mining. Shichao Zhang. Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery (1): 284-295 (2011). Web SearchBibTeXDownload |
| 2010 |
|---|
| 122 | Cost Sensitive Classification in Data Mining. Zhenxing Qin, Chengqi Zhang, Tao Wang, Shichao Zhang. ADMA (1) 2010, 1-11. Web SearchBibTeXDownload |
| 121 | Web User Browse Behavior Characteristic Analysis Based on a BC Tree. Dingrong Yuan, Shichao Zhang. AMT 2010, 522-529. Web SearchBibTeXDownload |
| 120 | Acquiring knowledge from inconsistent data sources through weighting. Shichao Zhang, Qingfeng Chen, Qiang Yang. Data Knowl. Eng. (69): 779-799 (2010). Web SearchBibTeXDownload |
| 119 | A New Classification Algorithm Using Mutual Nearest Neighbors. Huawen Liu, Shichao Zhang, Jianming Zhao, Xiangfu Zhao, Yuchang Mo. GCC 2010, 52-57. Web SearchBibTeXDownload |
| 118 | Weighting imputation methods and their evaluation under shell-neighbor machine. Shichao Zhang, Manlong Zhu. IEEE ICCI 2010, 874-879. Web SearchBibTeXDownload |
| 117 | Efficient missing data imputation for supervised learning. Shichao Zhang, Xindong Wu, Manlong Zhu. IEEE ICCI 2010, 672-679. Web SearchBibTeXDownload |
| 116 | Combining kNN Imputation and Bootstrap Calibrated: Empirical Likelihood for Incomplete Data Analysis. Yongsong Qin, Shichao Zhang, Chengqi Zhang. IJDWM (6): 61-73 (2010). Web SearchBibTeXDownload |
| 115 | Estimating Semi-Parametric Missing Values with Iterative Imputation. Shichao Zhang. IJDWM (6): 1-10 (2010). Web SearchBibTeXDownload |
| 114 | Summary queries for frequent itemsets mining. Shichao Zhang, Zhi Jin, Jingli Lu. Journal of Systems and Software (83): 405-411 (2010). Web SearchBibTeXDownload |
| 113 | Handling over-fitting in test cost-sensitive decision tree learning by feature selection, smoothing and pruning. Tao Wang, Zhenxing Qin, Zhi Jin, Shichao Zhang. Journal of Systems and Software (83): 1137-1147 (2010). Web SearchBibTeXDownload |
| 112 | Cost-sensitive classification with respect to waiting cost. Shichao Zhang. Knowl.-Based Syst. (23): 369-378 (2010). Web SearchBibTeXDownload |
| 2009 |
|---|
| 111 | Confidence Metrics for Association Rule Mining. Xiaowei Yan, Chengqi Zhang, Shichao Zhang. Applied Artificial Intelligence (23): 713-737 (2009). Web SearchBibTeXDownload |
| 110 | Strategies for complex data cube queries. Shichao Zhang, Rifeng Wang, Zhi Jin. Appl. Intell. (31): 332-346 (2009). Web SearchBibTeXDownload |
| 109 | Estimating 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 |
| 108 | Genetic 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 |
| 107 | Mining globally interesting patterns from multiple databases using kernel estimation. Shichao Zhang, Xiaofang You, Zhi Jin, Xindong Wu. Expert Syst. Appl. (36): 10863-10869 (2009). Web SearchBibTeXDownload |
| 106 | Mining class-bridge rules based on rough sets. Shichao Zhang, Feng Chen, Zhi Jin, Ruili Wang. Expert Syst. Appl. (36): 6453-6460 (2009). Web SearchBibTeXDownload |
| 105 | POP 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 |
| 104 | A decremental algorithm of frequent itemset maintenance for mining updated databases. Shichao Zhang, Jilian Zhang, Zhi Jin. Expert Syst. Appl. (36): 10890-10895 (2009). Web SearchBibTeXDownload |
| 103 | Missing Data Analysis: A Kernel-Based Multi-Imputation Approach. Shichao Zhang, Zhi Jin, Xiaofeng Zhu, Jilian Zhang. Transactions on Computational Science (3): 122-142 (2009). Web SearchBibTeXDownload |
| 2008 |
|---|
| 102 | Parimputation: From Imputation and Null-Imputation to Partially Imputation. Shichao Zhang. IEEE Intelligent Informatics Bulletin (9): 32-38 (2008). Web SearchBibTeXDownload |
| 101 | Detecting Differences Between Contrast Groups. Shichao Zhang. IEEE Transactions on Information Technology in Biomedicine (12): 739-745 (2008). Web SearchBibTeXDownload |
| 100 | Computing the minimum-support for mining frequent patterns. Shichao Zhang, Xindong Wu, Chengqi Zhang, Jingli Lu. Knowl. Inf. Syst. (15): 233-257 (2008). Web SearchBibTeXDownload |
| 99 | Mining follow-up correlation patterns from time-related databases. Shichao Zhang, Zifang Huang, Jilian Zhang, Xiaofeng Zhu. Knowl. Inf. Syst. (14): 81-100 (2008). Web SearchBibTeXDownload |
| 98 | Empirical likelihood confidence intervals for differences between two datasets with missing data. Yongsong Qin, Shichao Zhang. Pattern Recognition Letters (29): 803-812 (2008). Web SearchBibTeXDownload |
| 97 | NIIA: Nonparametric Iterative Imputation Algorithm. Shichao Zhang, Zhi Jin, Xiaofeng Zhu. PRICAI 2008, 544-555. Web SearchBibTeXDownload |
| 96 | Missing 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 |
| 2007 |
|---|
| 95 | Measuring the Uncertainty of Differences for Contrasting Groups. Jilian Zhang, Shichao Zhang, Xiaofeng Zhu, Xindong Wu, Chengqi Zhang. AAAI 2007, 1920-1921. Web SearchBibTeX |
| 94 | Cost-Sensitive Imputing Missing Values with Ordering. Xiaofeng Zhu, Shichao Zhang, Jilian Zhang, Chengqi Zhang. AAAI 2007, 1922-1923. Web SearchBibTeX |
| 93 | On Data Structures for Association Rule Discovery. Xiaowei Yan, Shichao Zhang, Chengqi Zhang. Applied Artificial Intelligence (21): 57-79 (2007). Web SearchBibTeXDownload |
| 92 | Semi-parametric optimization for missing data imputation. Yongsong Qin, Shichao Zhang, Xiaofeng Zhu, Jilian Zhang, Chengqi Zhang. Appl. Intell. (27): 79-88 (2007). Web SearchBibTeXDownload |
| 91 | EDUA: An efficient algorithm for dynamic database mining. Shichao Zhang, Jilian Zhang, Chengqi Zhang. Inf. Sci. (177): 2756-2767 (2007). Web SearchBibTeXDownload |
| 90 | Editorial: Special issue on mining low-quality data. Xingquan Zhu, Taghi M. Khoshgoftaar, Ian Davidson, Shichao Zhang. Knowl. Inf. Syst. (11): 131-136 (2007). Web SearchBibTeXDownload |
| 89 | Cost-Time Sensitive Decision Tree with Missing Values. Shichao Zhang, Xiaofeng Zhu, Jilian Zhang, Chengqi Zhang. KSEM 2007, 447-459. Web SearchBibTeXDownload |
| 88 | Identifying Dependency Between Secure Messages for Protocol Analysis. Qingfeng Chen, Shichao Zhang, Yi-Ping Phoebe Chen. KSEM 2007, 30-38. Web SearchBibTeXDownload |
| 87 | GBKII: An Imputation Method for Missing Values. Chengqi Zhang, Xiaofeng Zhu, Jilian Zhang, Yongsong Qin, Shichao Zhang. PAKDD 2007, 1080-1087. Web SearchBibTeXDownload |
| 86 | Efficient Attribute Reduction Based on Discernibility Matrix. Zhangyan Xu, Chengqi Zhang, Shichao Zhang, Wei Song, Bingru Yang. RSKT 2007, 13-21. Web SearchBibTeXDownload |
| 2006 |
|---|
| 85 | Cost-Sensitive Test Strategies. Shengli Sheng, Charles X. Ling, Ailing Ni, Shichao Zhang. AAAI 2006. Web SearchBibTeX |
| 84 | Efficient Frequent Itemsets Mining by Sampling. Yanchang Zhao, Chengqi Zhang, Shichao Zhang. AMT 2006, 112-117. Web SearchBibTeX |
| 83 | Kernel-Based Multi-Imputation for Missing Data. Shichao Zhang, Yongsong Qin, Xiaofeng Zhu, Jilian Zhang, Chengqi Zhang. AMT 2006, 106-111. Web SearchBibTeX |
| 82 | Missing or absent? A Question in Cost-sensitive Decision Tree. Zhenxing Qin, Shichao Zhang, Chengqi Zhang. AMT 2006, 118-125. Web SearchBibTeX |
| 81 | Adapting K-Means Algorithm for Discovering Clusters in Subspaces. Yanchang Zhao, Chengqi Zhang, Shichao Zhang, Lianwei Zhao. APWeb 2006, 53-62. Web SearchBibTeXDownload |
| 80 | Detecting Collusion Attacks in Security Protocols. Qingfeng Chen, Yi-Ping Phoebe Chen, Shichao Zhang, Chengqi Zhang. APWeb 2006, 297-306. Web SearchBibTeXDownload |
| 79 | Clustering Web Documents Based on Knowledge Granularity. Faliang Huang, Shichao Zhang. APWeb 2006, 85-96. Web SearchBibTeXDownload |
| 78 | Enhancing 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 |
| 77 | GridSM: a Norm-driven State Machine Model of Grid Workflow. Shichao Zhang, Jiangming Yang, Ning Gu. CSCWD 2006, 856-860. Web SearchBibTeXDownload |
| 76 | Mining Multiple Data Sources: Local Pattern Analysis. Shichao Zhang, Mohammed Javeed Zaki. Data Min. Knowl. Discov. (12): 121-125 (2006). Cited by 4Web SearchBibTeXDownload |
| 75 | Difference Detection Between Two Contrast Sets. Huijing Huang, Yongsong Qin, Xiaofeng Zhu, Jilian Zhang, Shichao Zhang. DaWaK 2006, 481-490. Web SearchBibTeXDownload |
| 74 | A logical framework for identifying quality knowledge from different data sources. Kaile Su, Huijing Huang, Xindong Wu, Shichao Zhang. Decision Support Systems (42): 1673-1683 (2006). Web SearchBibTeXDownload |
| 73 | An norm-driven state machine model for CSCW systems. Shichao Zhang, Ning Gu, Jiangming Yang. Expert Syst. Appl. (31): 800-807 (2006). Web SearchBibTeXDownload |
| 72 | Identifying Follow-Correlation Itemset-Pairs. Shichao Zhang, Jilian Zhang, Xiaofeng Zhu, Zifang Huang. ICDM 2006, 765-774. Web SearchBibTeXDownload |
| 71 | Generalized Dimension-Reduction Framework for Recent-Biased Time Series Analysis. Yanchang Zhao, Shichao Zhang. IEEE Trans. Knowl. Data Eng. (18): 231-244 (2006). Web SearchBibTeXDownload |
| 70 | Identifying bridging rules between conceptual clusters. Shichao Zhang, Feng Chen, Xindong Wu, Chengqi Zhang. KDD 2006, 815-820. Web SearchBibTeXDownload |
| 69 | Efficient Computation of Multi-feature Data Cubes. Shichao Zhang, Rifeng Wang, Yanping Guo. KSEM 2006, 612-624. Web SearchBibTeXDownload |
| 68 | Is Frequency Enough for Decision Makers to Make Decisions?. Shichao Zhang, Jeffrey Xu Yu, Jingli Lu, Chengqi Zhang. PAKDD 2006, 499-503. Web SearchBibTeXDownload |
| 67 | Optimized Parameters for Missing Data Imputation. Shichao Zhang, Yongsong Qin, Xiaofeng Zhu, Jilian Zhang, Chengqi Zhang. PRICAI 2006, 1010-1016. Web SearchBibTeXDownload |
| 66 | Mapping between Relational Database Schema and OWL Ontology for Deep Annotation. Zhuoming Xu, Shichao Zhang, Yisheng Dong. Web Intelligence 2006, 548-552. Web SearchBibTeXDownload |
| 2005 |
|---|
| 65 | In-Depth Data Mining and Its Application in Stock Market. Chengqi Zhang, Shichao Zhang. ADMA 2005, 13. Web SearchBibTeXDownload |
| 64 | Armga: Identifying Interesting Association Rules with Genetic Algorithms. Xiaowei Yan, Chengqi Zhang, Shichao Zhang. Applied Artificial Intelligence (19): 677-689 (2005). Web SearchBibTeXDownload |
| 63 | Identifying Interesting Patterns in Multidatabases. Chengqi Zhang, Jeffrey Xu Yu, Shichao Zhang. Classification and Clustering for Knowledge Discovery 2005, 91-112. Web SearchBibTeXDownload |
| 62 | OSM: an organizational state machine model for CSCW systems. Shichao Zhang, Yinjun Xu, Ning Gu. CSCWD (2) 2005, 883-888. Web SearchBibTeXDownload |
| 61 | A 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 |
| 60 | A 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 |
| 59 | Dynamic Test-Sensitive Decision Trees with Multiple Cost Scales. Zhenxing Qin, Chengqi Zhang, Xuehui Xie, Shichao Zhang. FSKD (1) 2005, 402-405. Web SearchBibTeXDownload |
| 58 | A Partial-Repeatability Approach to Data Mining. Kai-Yuan Cai, Yunfei Yin, Shichao Zhang. IEEE Intelligent Informatics Bulletin (5): 26-34 (2005). Web SearchBibTeXDownload |
| 57 | Identifying 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 |
| 56 | "Missing Is Useful': Missing Values in Cost-Sensitive Decision Trees. Shichao Zhang, Zhenxing Qin, Charles X. Ling, Shengli Sheng. IEEE Trans. Knowl. Data Eng. (17): 1689-1693 (2005). Web SearchBibTeXDownload |
| 55 | Database classification for multi-database mining. Xindong Wu, Chengqi Zhang, Shichao Zhang. Inf. Syst. (30): 71-88 (2005). Cited by 26Web SearchBibTeXDownload |
| 54 | ENDL: A Logical Framework for Verifying Secure Transaction Protocols. Qingfeng Chen, Chengqi Zhang, Shichao Zhang. Knowl. Inf. Syst. (7): 84-109 (2005). Web SearchBibTeXDownload |
| 53 | A Recent-Biased Dimension Reduction Technique for Time Series Data. Yanchang Zhao, Chengqi Zhang, Shichao Zhang. PAKDD 2005, 751-757. Web SearchBibTeXDownload |
| 2004 |
|---|
| 52 | Efficient 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 |
| 51 | A Verification Model for Electronic Transaction Protocols. Qingfeng Chen, Chengqi Zhang, Shichao Zhang. APWeb 2004, 824-833. Web SearchBibTeXDownload |
| 50 | Discovering Interesting Association Rules by Clustering. Yanchang Zhao, Chengqi Zhang, Shichao Zhang. Australian Conference on Artificial Intelligence 2004, 1055-1061. Web SearchBibTeXDownload |
| 49 | Cost-Sensitive Decision Trees with Multiple Cost Scales. Zhenxing Qin, Shichao Zhang, Chengqi Zhang. Australian Conference on Artificial Intelligence 2004, 380-390. Web SearchBibTeXDownload |
| 48 | Mining Dependent Patterns In Probabilistic Databases. Shichao Zhang, Chengqi Zhang, Jeffrey Xu Yu. Cybernetics and Systems (35): 399-424 (2004). Web SearchBibTeXDownload |
| 47 | Decision trees with minimal costs. Charles X. Ling, Qiang Yang, Jianning Wang, Shichao Zhang. ICML 2004. Cited by 66Web SearchBibTeXDownload |
| 46 | Identifying 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 |
| 45 | Guest Editors' Introduction: Information Enhancement for Data Mining. Shichao Zhang, Chengqi Zhang, Qiang Yang. IEEE Intelligent Systems (19): 12-13 (2004). Cited by 17Web SearchBibTeXDownload |
| 44 | An 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 |
| 43 | A 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 |
| 42 | Identifying 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 |
| 41 | Mining Term Association Rules for Heuristic Query Construction. Zhenxing Qin, Li Liu, Shichao Zhang. PAKDD 2004, 145-154. Web SearchBibTeXDownload |
| 40 | Dealing with Inconsistent Secure Messages. Qingfeng Chen, Shichao Zhang. PRICAI 2004, 33-42. Web SearchBibTeXDownload |
| 39 | Is Minimum-Support Appropriate to Identifying Large Itemsets?. Shichao Zhang, Li Liu, Jingli Lu, Yuming Ou. PRICAI 2004, 474-484. Web SearchBibTeXDownload |
| 2003 |
|---|
| 38 | Mining Dynamic databases by Weighting. Shichao Zhang, Li Liu. Acta Cybern. (16): 179-205 (2003). Web SearchBibTeXDownload |
| 37 | Discovering Associations in Very Large Databases by Approximating. Shichao Zhang, Chengqi Zhang. Acta Cybern. (16): 155-177 (2003). Web SearchBibTeXDownload |
| 36 | Data Preparation for Data Mining. Dorian Pyle, Chengqi Zhang, Qiang Yang. Applied Artificial Intelligence (17): 375-381 (2003). Cited by 45Web SearchBibTeXDownload |
| 35 | An Agent-Based Hybrid Framework for Database Mining. Zili Zhang, Chengqi Zhang, Shichao Zhang. Applied Artificial Intelligence (17): 383-398 (2003). Web SearchBibTeXDownload |
| 34 | Temporal Constraint Satisfaction in Matrix Method. Chengqi Zhang, Shichao Zhang, Zili Zhang. Applied Artificial Intelligence (17): 135-154 (2003). Web SearchBibTeXDownload |
| 33 | Cooperative Strategy for Web Data Mining and Cleaning. Yuefeng Li, Chengqi Zhang, Shichao Zhang. Applied Artificial Intelligence (17): 443-460 (2003). Web SearchBibTeXDownload |
| 32 | Toward Databases Mining: Pre-Processing Collected Data. Xiaowei Yan, Chengqi Zhang, Shichao Zhang. Applied Artificial Intelligence (17): 545-561 (2003). Web SearchBibTeXDownload |
| 31 | Identifying Approximate Itemsets of Interest in Large Databases. Chengqi Zhang, Shichao Zhang, Geoffrey I. Webb. Appl. Intell. (18): 91-104 (2003). Web SearchBibTeXDownload |
| 30 | Verifying the Purchase Request in SET Protocol. Qingfeng Chen, Chengqi Zhang, Shichao Zhang, Chunsheng Li. APWeb 2003, 263-274. Web SearchBibTeXDownload |
| 29 | A Database-Independent Approach of Mining Association Rules with Genetic Algorithm. Xiaowei Yan, Chengqi Zhang, Shichao Zhang. IDEAL 2003, 882-886. Web SearchBibTeXDownload |
| 28 | Verifying the Payment Authorization in SET Protocol. Qingfeng Chen, Chengqi Zhang, Shichao Zhang. IDEAL 2003, 914-918. Web SearchBibTeXDownload |
| 27 | Multi-Database Mining. Shichao Zhang, Xindong Wu, Chengqi Zhang. IEEE Computational Intelligence Bulletin (2): 5-13 (2003). Cited by 43Web SearchBibTeXDownload |
| 26 | Synthesizing High-Frequency Rules from Different Data Sources. Xindong Wu, Shichao Zhang. IEEE Trans. Knowl. Data Eng. (15): 353-367 (2003). Cited by 55Web SearchBibTeXDownload |
| 25 | Post-mining: maintenance of association rules by weighting. Shichao Zhang, Chengqi Zhang, Xiaowei Yan. Inf. Syst. (28): 691-707 (2003). Web SearchBibTeXDownload |
| 24 | Identifying Frequent Terms in Text Databases by Association Semantics. Xiaowei Yan, Chengqi Zhang, Shichao Zhang. ITCC 2003, 672-675. Web SearchBibTeXDownload |
| 23 | A Probability Data Model and its Semantics. Shichao Zhang, Chengqi Zhang. Journal of Research and Practice in Information Technology (35): 237-256 (2003). Web SearchBibTeX |
| 22 | A Database-Independent Strategy for Confidence Determination. Xiaowei Yan, Chengqi Zhang, Shichao Zhang. SEKE 2003, 621-625. Web SearchBibTeX |
| 2002 |
|---|
| 21 | Discovering Causality in Large Databases. Shichao Zhang, Chengqi Zhang. Applied Artificial Intelligence (16): 333-358 (2002). Web SearchBibTeXDownload |
| 20 | Propagating Temporal Relations of Intervals by Matrix. Shichao Zhang, Chengqi Zhang. Applied Artificial Intelligence (16): 1-27 (2002). Web SearchBibTeXDownload |
| 19 | Mind the Trends When You Mine: Incremental Data Mining. Chengqi Zhang, Shichao Zhang, Xiaowei Yan, Zhenxing Qin. FSKD 2002, 476. Web SearchBibTeX |
| 18 | Identifying Exceptional Patterns in Multi-Databases. Shichao Zhang, Chengqi Zhang, Xiaowei Yan, Zhenxing Qin. FSKD 2002, 146-150. Web SearchBibTeX |
| 17 | Mining Both Positive and Negative Association Rules. Xindong Wu, Chengqi Zhang, Shichao Zhang. ICML 2002, 658-665. Web SearchBibTeX |
| 16 | Mining Very Large Databases Using Software Agents. Chengqi Zhang, Xiaowei Yan, Shichao Zhang, Paul Kennedy. ICMLA 2002, 84-90. Web SearchBibTeX |
| 15 | Association Rule Mining by Agents. Xiaowei Yan, Chengqi Zhang, Shichao Zhang, John K. Debenham. ICMLA 2002, 77-83. Web SearchBibTeX |
| 14 | Encoding probability propagation in belief networks. Shichao Zhang, Chengqi Zhang. IEEE Transactions on Systems, Man, and Cybernetics, Part A (32): 526-531 (2002). Web SearchBibTeXDownload |
| 13 | Anytime mining for multiuser applications. Shichao Zhang, Chengqi Zhang. IEEE Transactions on Systems, Man, and Cybernetics, Part A (32): 515-521 (2002). Web SearchBibTeXDownload |
| 2001 |
|---|
| 12 | Large Scale Data Mining Based on Data Partitioning. Shichao Zhang, Xindong Wu. Applied Artificial Intelligence (15): 129-139 (2001). Cited by 8Web SearchBibTeXDownload |
| 11 | Collecting Quality Data for Database Mining. Chengqi Zhang, Shichao Zhang. Australian Joint Conference on Artificial Intelligence 2001, 593-604. Web SearchBibTeXDownload |
| 10 | Pattern Discovery in Probabilistic Databases. Shichao Zhang, Chengqi Zhang. Australian Joint Conference on Artificial Intelligence 2001, 619-630. Web SearchBibTeXDownload |
| 9 | A 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 |
| 8 | Mining Small Databases by Collecting Knowledge. Shichao Zhang, Chengqi Zhang. DASFAA 2001, 154-155. Web SearchBibTeX |
| 7 | Estimating Itemsets of Interst by Sampling. Shichao Zhang, Chengqi Zhang. FUZZ-IEEE 2001, 131-134. Web SearchBibTeX |
| 6 | A model for compressing probabilities in belief networks. Shichao Zhang, Chengqi Zhang. Informatica (Slovenia) (25) (2001). Web SearchBibTeX |
| 2000 |
|---|
| 5 | Anytime algorithm for agent-mediated merchant information gathering. Xiao Feng Wang, Shichao Zhang, Pradeep K. Khosla, Han Kiliççöte. Agents 2000, 333-340. Web SearchBibTeXDownload |
| 4 | A nearest neighborhood algebra for probabilistic databases. Shichao Zhang. Intell. Data Anal. (4): 29-49 (2000). Web SearchBibTeXDownload |
| 3 | A Temporal Logic for Supporting Historical Databases. Shichao Zhang. Knowl. Inf. Syst. (2): 97-114 (2000). Web SearchBibTeXDownload |
| 1999 |
|---|
| 2 | Aggregation and maintenance for database mining. Shichao Zhang. Intell. Data Anal. (3): 475-490 (1999). Web SearchBibTeXDownload |
| 1 | IMC: A Method for Interval Calculus in Matrix. Shichao Zhang, Chengqi Zhang. Knowl. Inf. Syst. (1): 257-268 (1999). Web SearchBibTeXDownload |
