 | 2009 |
|---|
| 113 |       | Shichao Zhang,
Rifeng Wang,
Zhi Jin:
Strategies for complex data cube queries.
Appl. Intell. 31(3): 332-346 (2009) |
| 112 | | Xiaowei Yan,
Chengqi Zhang,
Shichao Zhang:
Confidence Metrics for Association Rule Mining.
Applied Artificial Intelligence 23(8): 713-737 (2009) |
| 111 | | Yongsong Qin,
Shichao Zhang,
Xiaofeng Zhu,
Jilian Zhang,
Chengqi Zhang:
POP algorithm: Kernel-based imputation to treat missing values in knowledge discovery from databases.
Expert Syst. Appl. 36(2): 2794-2804 (2009) |
| 110 | | Xiaowei Yan,
Chengqi Zhang,
Shichao Zhang:
Genetic algorithm-based strategy for identifying association rules without specifying actual minimum support.
Expert Syst. Appl. 36(2): 3066-3076 (2009) |
| 109 | | Yongsong Qin,
Shichao Zhang,
Xiaofeng Zhu,
Jilian Zhang,
Chengqi Zhang:
Estimating confidence intervals for structural differences between contrast groups with missing data.
Expert Syst. Appl. 36(3): 6431-6438 (2009) |
| 108 | | Shichao Zhang,
Feng Chen,
Zhi Jin,
Ruili Wang:
Mining class-bridge rules based on rough sets.
Expert Syst. Appl. 36(3): 6453-6460 (2009) |
| 107 | | Shichao Zhang,
Xiaofang You,
Zhi Jin,
Xindong Wu:
Mining globally interesting patterns from multiple databases using kernel estimation.
Expert Syst. Appl. 36(8): 10863-10869 (2009) |
| 106 | | Shichao Zhang,
Jilian Zhang,
Zhi Jin:
A decremental algorithm of frequent itemset maintenance for mining updated databases.
Expert Syst. Appl. 36(8): 10890-10895 (2009) |
| 105 | | Shichao Zhang,
Zhi Jin,
Xiaofeng Zhu,
Jilian Zhang:
Missing Data Analysis: A Kernel-Based Multi-Imputation Approach.
Transactions on Computational Science 3: 122-142 (2009) |
| 2008 |
|---|
| 104 |  | Qingfeng Chen,
Chengqi Zhang,
Shichao Zhang:
Secure Transaction Protocol Analysis: Models and Applications
Springer 2008 |
| 103 | | Shichao Zhang,
Zhi Jin,
Xiaofeng Zhu:
NIIA: Nonparametric Iterative Imputation Algorithm.
PRICAI 2008: 544-555 |
| 102 | | Shichao Zhang:
Detecting Differences Between Contrast Groups.
IEEE Transactions on Information Technology in Biomedicine 12(6): 739-745 (2008) |
| 101 | | Shichao Zhang,
Zifang Huang,
Jilian Zhang,
Xiaofeng Zhu:
Mining follow-up correlation patterns from time-related databases.
Knowl. Inf. Syst. 14(1): 81-100 (2008) |
| 100 | | Shichao Zhang,
Xindong Wu,
Chengqi Zhang,
Jingli Lu:
Computing the minimum-support for mining frequent patterns.
Knowl. Inf. Syst. 15(2): 233-257 (2008) |
| 99 | | Yongsong Qin,
Shichao Zhang:
Empirical likelihood confidence intervals for differences between two datasets with missing data.
Pattern Recognition Letters 29(6): 803-812 (2008) |
| 98 | | Shichao Zhang,
Jilian Zhang,
Xiaofeng Zhu,
Yongsong Qin,
Chengqi Zhang:
Missing Value Imputation Based on Data Clustering.
Transactions on Computational Science 1: 128-138 (2008) |
| 2007 |
|---|
| 97 | | Jilian Zhang,
Shichao Zhang,
Xiaofeng Zhu,
Xindong Wu,
Chengqi Zhang:
Measuring the Uncertainty of Differences for Contrasting Groups.
AAAI 2007: 1920-1921 |
| 96 | | Xiaofeng Zhu,
Shichao Zhang,
Jilian Zhang,
Chengqi Zhang:
Cost-Sensitive Imputing Missing Values with Ordering.
AAAI 2007: 1922-1923 |
| 95 | | Qingfeng Chen,
Shichao Zhang,
Yi-Ping Phoebe Chen:
Identifying Dependency Between Secure Messages for Protocol Analysis.
KSEM 2007: 30-38 |
| 94 | | Shichao Zhang,
Xiaofeng Zhu,
Jilian Zhang,
Chengqi Zhang:
Cost-Time Sensitive Decision Tree with Missing Values.
KSEM 2007: 447-459 |
| 93 | | Chengqi Zhang,
Xiaofeng Zhu,
Jilian Zhang,
Yongsong Qin,
Shichao Zhang:
GBKII: An Imputation Method for Missing Values.
PAKDD 2007: 1080-1087 |
| 92 | | Zhangyan Xu,
Chengqi Zhang,
Shichao Zhang,
Wei Song,
Bingru Yang:
Efficient Attribute Reduction Based on Discernibility Matrix.
RSKT 2007: 13-21 |
| 91 | | Yongsong Qin,
Shichao Zhang,
Xiaofeng Zhu,
Jilian Zhang,
Chengqi Zhang:
Semi-parametric optimization for missing data imputation.
Appl. Intell. 27(1): 79-88 (2007) |
| 90 | | Xiaowei Yan,
Shichao Zhang,
Chengqi Zhang:
On Data Structures for Association Rule Discovery.
Applied Artificial Intelligence 21(2): 57-79 (2007) |
| 89 | | Shichao Zhang,
Jilian Zhang,
Chengqi Zhang:
EDUA: An efficient algorithm for dynamic database mining.
Inf. Sci. 177(13): 2756-2767 (2007) |
| 88 | | Xingquan Zhu,
Taghi M. Khoshgoftaar,
Ian Davidson,
Shichao Zhang:
Editorial: Special issue on mining low-quality data.
Knowl. Inf. Syst. 11(2): 131-136 (2007) |
| 2006 |
|---|
| 87 | | Shengli Sheng,
Charles X. Ling,
Ailing Ni,
Shichao Zhang:
Cost-Sensitive Test Strategies.
AAAI 2006 |
| 86 | | Shichao Zhang,
Yongsong Qin,
Xiaofeng Zhu,
Jilian Zhang,
Chengqi Zhang:
Kernel-Based Multi-Imputation for Missing Data.
AMT 2006: 106-111 |
| 85 | | Yanchang Zhao,
Chengqi Zhang,
Shichao Zhang:
Efficient Frequent Itemsets Mining by Sampling.
AMT 2006: 112-117 |
| 84 | | Zhenxing Qin,
Shichao Zhang,
Chengqi Zhang:
Missing or absent? A Question in Cost-sensitive Decision Tree.
AMT 2006: 118-125 |
| 83 | | Qingfeng Chen,
Yi-Ping Phoebe Chen,
Shichao Zhang,
Chengqi Zhang:
Detecting Collusion Attacks in Security Protocols.
APWeb 2006: 297-306 |
| 82 | | Yanchang Zhao,
Chengqi Zhang,
Shichao Zhang,
Lianwei Zhao:
Adapting K-Means Algorithm for Discovering Clusters in Subspaces.
APWeb 2006: 53-62 |
| 81 | | Faliang Huang,
Shichao Zhang:
Clustering Web Documents Based on Knowledge Granularity.
APWeb 2006: 85-96 |
| 80 | | Yanchang Zhao,
Chengqi Zhang,
Shichao Zhang:
Enhancing DWT for Recent-Biased Dimension Reduction of Time Series Data.
Australian Conference on Artificial Intelligence 2006: 1048-1053 |
| 79 | | Shichao Zhang,
Jiangming Yang,
Ning Gu:
GridSM: a Norm-driven State Machine Model of Grid Workflow.
CSCWD 2006: 856-860 |
| 78 | | Huijing Huang,
Yongsong Qin,
Xiaofeng Zhu,
Jilian Zhang,
Shichao Zhang:
Difference Detection Between Two Contrast Sets.
DaWaK 2006: 481-490 |
| 77 | | Shichao Zhang,
Jilian Zhang,
Xiaofeng Zhu,
Zifang Huang:
Identifying Follow-Correlation Itemset-Pairs.
ICDM 2006: 765-774 |
| 76 | | Shichao Zhang,
Feng Chen,
Xindong Wu,
Chengqi Zhang:
Identifying bridging rules between conceptual clusters.
KDD 2006: 815-820 |
| 75 | | Shichao Zhang,
Rifeng Wang,
Yanping Guo:
Efficient Computation of Multi-feature Data Cubes.
KSEM 2006: 612-624 |
| 74 | | Shichao Zhang,
Jeffrey Xu Yu,
Jingli Lu,
Chengqi Zhang:
Is Frequency Enough for Decision Makers to Make Decisions?.
PAKDD 2006: 499-503 |
| 73 | | Shichao Zhang,
Yongsong Qin,
Xiaofeng Zhu,
Jilian Zhang,
Chengqi Zhang:
Optimized Parameters for Missing Data Imputation.
PRICAI 2006: 1010-1016 |
| 72 | | Zhuoming Xu,
Shichao Zhang,
Yisheng Dong:
Mapping between Relational Database Schema and OWL Ontology for Deep Annotation.
Web Intelligence 2006: 548-552 |
| 71 | | Shichao Zhang,
Mohammed Javeed Zaki:
Mining Multiple Data Sources: Local Pattern Analysis.
Data Min. Knowl. Discov. 12(2-3): 121-125 (2006) |
| 70 | | Kaile Su,
Huijing Huang,
Xindong Wu,
Shichao Zhang:
A logical framework for identifying quality knowledge from different data sources.
Decision Support Systems 42(3): 1673-1683 (2006) |
| 69 | | Shichao Zhang,
Ning Gu,
Jiangming Yang:
An norm-driven state machine model for CSCW systems.
Expert Syst. Appl. 31(4): 800-807 (2006) |
| 68 | | Yanchang Zhao,
Shichao Zhang:
Generalized Dimension-Reduction Framework for Recent-Biased Time Series Analysis.
IEEE Trans. Knowl. Data Eng. 18(2): 231-244 (2006) |
| 2005 |
|---|
| 67 | | Shichao Zhang,
Ray Jarvis:
AI 2005: Advances in Artificial Intelligence, 18th Australian Joint Conference on Artificial Intelligence, Sydney, Australia, December 5-9, 2005, Proceedings
Springer 2005 |
| 66 | | Chengqi Zhang,
Shichao Zhang:
In-Depth Data Mining and Its Application in Stock Market.
ADMA 2005: 13 |
| 65 | | Shichao Zhang,
Yinjun Xu,
Ning Gu:
OSM: an organizational state machine model for CSCW systems.
CSCWD (2) 2005: 883-888 |
| 64 | | Qingfeng Chen,
Yi-Ping Phoebe Chen,
Chengqi Zhang,
Shichao Zhang:
A Framework for Merging Inconsistent Beliefs in Security Protocol Analysis.
DEEC 2005: 119-124 |
| 63 | | Shichao Zhang,
Xindong Wu,
Jilian Zhang,
Chengqi Zhang:
A Decremental Algorithm for Maintaining Frequent Itemsets in Dynamic Databases.
DaWaK 2005: 305-314 |
| 62 | | Zhenxing Qin,
Chengqi Zhang,
Xuehui Xie,
Shichao Zhang:
Dynamic Test-Sensitive Decision Trees with Multiple Cost Scales.
FSKD (1) 2005: 402-405 |
| 61 | | Yanchang Zhao,
Chengqi Zhang,
Shichao Zhang:
A Recent-Biased Dimension Reduction Technique for Time Series Data.
PAKDD 2005: 751-757 |
| 60 | | Chengqi Zhang,
Jeffrey Xu Yu,
Shichao Zhang:
Identifying Interesting Patterns in Multidatabases.
Classification and Clustering for Knowledge Discovery 2005: 91-112 |
| 59 | | Xiaowei Yan,
Chengqi Zhang,
Shichao Zhang:
Armga: Identifying Interesting Association Rules with Genetic Algorithms.
Applied Artificial Intelligence 19(7): 677-689 (2005) |
| 58 | | Kai-Yuan Cai,
Yunfei Yin,
Shichao Zhang:
A Partial-Repeatability Approach to Data Mining.
IEEE Intelligent Informatics Bulletin 5(1): 26-34 (2005) |
| 57 | | Jeffrey Xu Yu,
Yuming Ou,
Chengqi Zhang,
Shichao Zhang:
Identifying Interesting Customers through Web Log Classification.
IEEE Intelligent Systems 20(3): 55-59 (2005) |
| 56 | | Shichao Zhang,
Zhenxing Qin,
Charles X. Ling,
Shengli Sheng:
"Missing Is Useful': Missing Values in Cost-Sensitive Decision Trees.
IEEE Trans. Knowl. Data Eng. 17(12): 1689-1693 (2005) |
| 55 | | Xindong Wu,
Chengqi Zhang,
Shichao Zhang:
Database classification for multi-database mining.
Inf. Syst. 30(1): 71-88 (2005) |
| 54 | | Qingfeng Chen,
Chengqi Zhang,
Shichao Zhang:
ENDL: A Logical Framework for Verifying Secure Transaction Protocols.
Knowl. Inf. Syst. 7(1): 84-109 (2005) |
| 2004 |
|---|
| 53 | | Qingfeng Chen,
Chengqi Zhang,
Shichao Zhang:
A Verification Model for Electronic Transaction Protocols.
APWeb 2004: 824-833 |
| 52 | | Yanchang Zhao,
Chengqi Zhang,
Shichao Zhang:
Discovering Interesting Association Rules by Clustering.
Australian Conference on Artificial Intelligence 2004: 1055-1061 |
| 51 | | Zhenxing Qin,
Shichao Zhang,
Chengqi Zhang:
Cost-Sensitive Decision Trees with Multiple Cost Scales.
Australian Conference on Artificial Intelligence 2004: 380-390 |
| 50 | | Charles X. Ling,
Qiang Yang,
Jianning Wang,
Shichao Zhang:
Decision trees with minimal costs.
ICML 2004 |
| 49 | | Zhenxing Qin,
Li Liu,
Shichao Zhang:
Mining Term Association Rules for Heuristic Query Construction.
PAKDD 2004: 145-154 |
| 48 | | Qingfeng Chen,
Shichao Zhang:
Dealing with Inconsistent Secure Messages.
PRICAI 2004: 33-42 |
| 47 | | Shichao Zhang,
Li Liu,
Jingli Lu,
Yuming Ou:
Is Minimum-Support Appropriate to Identifying Large Itemsets?
PRICAI 2004: 474-484 |
| 46 | | Xindong Wu,
Chengqi Zhang,
Shichao Zhang:
Efficient mining of both positive and negative association rules.
ACM Trans. Inf. Syst. 22(3): 381-405 (2004) |
| 45 | | Shichao Zhang,
Chengqi Zhang,
Jeffrey Xu Yu:
Mining Dependent Patterns In Probabilistic Databases.
Cybernetics and Systems 35(4): 399-424 (2004) |
| 44 | | Chengqi Zhang,
Meiling Liu,
Wenlong Nie,
Shichao Zhang:
Identifying Global Exceptional Patterns in Multi-database Mining.
IEEE Intelligent Informatics Bulletin 3(1): 19-24 (2004) |
| 43 | | Shichao Zhang,
Chengqi Zhang,
Qiang Yang:
Guest Editors' Introduction: Information Enhancement for Data Mining.
IEEE Intelligent Systems 19(2): 12-13 (2004) |
| 42 | | Shichao Zhang,
Jingli Lu,
Chengqi Zhang:
A fuzzy logic based method to acquire user threshold of minimum-support for mining association rules.
Inf. Sci. 164(1-4): 1-16 (2004) |
| 41 | | Shichao Zhang,
Chengqi Zhang,
Jeffrey Xu Yu:
An efficient strategy for mining exceptions in multi-databases .
Inf. Sci. 165(1-2): 1-20 (2004) |
| 40 | | Xiaowei Yan,
Chengqi Zhang,
Shichao Zhang:
Identifying Software Component Association With Genetic Algorithm.
International Journal of Software Engineering and Knowledge Engineering 14(4): 441-447 (2004) |
| 2003 |
|---|
| 39 | | Qingfeng Chen,
Chengqi Zhang,
Shichao Zhang,
Chunsheng Li:
Verifying the Purchase Request in SET Protocol.
APWeb 2003: 263-274 |
| 38 | | Xiaowei Yan,
Chengqi Zhang,
Shichao Zhang:
A Database-Independent Approach of Mining Association Rules with Genetic Algorithm.
IDEAL 2003: 882-886 |
| 37 | | Qingfeng Chen,
Chengqi Zhang,
Shichao Zhang:
Verifying the Payment Authorization in SET Protocol.
IDEAL 2003: 914-918 |
| 36 | | Xiaowei Yan,
Chengqi Zhang,
Shichao Zhang:
Identifying Frequent Terms in Text Databases by Association Semantics.
ITCC 2003: 672-675 |
| 35 | | Xiaowei Yan,
Chengqi Zhang,
Shichao Zhang:
A Database-Independent Strategy for Confidence Determination.
SEKE 2003: 621-625 |
| 34 | | Shichao Zhang,
Chengqi Zhang:
Discovering Associations in Very Large Databases by Approximating.
Acta Cybern. 16(1): 155-177 (2003) |
| 33 | | Shichao Zhang,
Li Liu:
Mining Dynamic databases by Weighting.
Acta Cybern. 16(1): 179-205 (2003) |
| 32 | | Chengqi Zhang,
Shichao Zhang,
Geoffrey I. Webb:
Identifying Approximate Itemsets of Interest in Large Databases.
Appl. Intell. 18(1): 91-104 (2003) |
| 31 | | Chengqi Zhang,
Shichao Zhang,
Zili Zhang:
Temporal Constraint Satisfaction in Matrix Method.
Applied Artificial Intelligence 17(2): 135-154 (2003) |
| 30 | | Shichao Zhang,
Chengqi Zhang,
Qiang Yang:
Data Preparation for Data Mining.
Applied Artificial Intelligence 17(5-6): 375-381 (2003) |
| 29 | | Zili Zhang,
Chengqi Zhang,
Shichao Zhang:
An Agent-Based Hybrid Framework for Database Mining.
Applied Artificial Intelligence 17(5-6): 383-398 (2003) |
| 28 | | Yuefeng Li,
Chengqi Zhang,
Shichao Zhang:
Cooperative Strategy for Web Data Mining and Cleaning.
Applied Artificial Intelligence 17(5-6): 443-460 (2003) |
| 27 | | Xiaowei Yan,
Chengqi Zhang,
Shichao Zhang:
Toward Databases Mining: Pre-Processing Collected Data.
Applied Artificial Intelligence 17(5-6): 545-561 (2003) |
| 26 | | Shichao Zhang,
Xindong Wu,
Chengqi Zhang:
Multi-Database Mining.
IEEE Computational Intelligence Bulletin 2(1): 5-13 (2003) |
| 25 | | Xindong Wu,
Shichao Zhang:
Synthesizing High-Frequency Rules from Different Data Sources.
IEEE Trans. Knowl. Data Eng. 15(2): 353-367 (2003) |
| 24 | | Shichao Zhang,
Chengqi Zhang,
Xiaowei Yan:
Post-mining: maintenance of association rules by weighting.
Inf. Syst. 28(7): 691-707 (2003) |
| 23 | | Shichao Zhang,
Chengqi Zhang:
A Probability Data Model and its Semantics.
Journal of Research and Practice in Information Technology 35(4): 237-256 (2003) |
| 2002 |
|---|
| 22 | | Chengqi Zhang,
Shichao Zhang:
Association Rule Mining, Models and Algorithms
Springer 2002 |
| 21 | | Shichao Zhang,
Chengqi Zhang,
Xiaowei Yan,
Zhenxing Qin:
Identifying Exceptional Patterns in Multi-Databases.
FSKD 2002: 146-150 |
| 20 | | Chengqi Zhang,
Shichao Zhang,
Xiaowei Yan,
Zhenxing Qin:
Mind the Trends When You Mine: Incremental Data Mining.
FSKD 2002: 476- |
| 19 | | Xindong Wu,
Chengqi Zhang,
Shichao Zhang:
Mining Both Positive and Negative Association Rules.
ICML 2002: 658-665 |
| 18 | | Xiaowei Yan,
Chengqi Zhang,
Shichao Zhang,
John K. Debenham:
Association Rule Mining by Agents.
ICMLA 2002: 77-83 |
| 17 | | Chengqi Zhang,
Xiaowei Yan,
Shichao Zhang,
Paul Kennedy:
Mining Very Large Databases Using Software Agents.
ICMLA 2002: 84-90 |
| 16 | | Shichao Zhang,
Chengqi Zhang:
Propagating Temporal Relations of Intervals by Matrix.
Applied Artificial Intelligence 16(1): 1-27 (2002) |
| 15 | | Shichao Zhang,
Chengqi Zhang:
Discovering Causality in Large Databases.
Applied Artificial Intelligence 16(5): 333-358 (2002) |
| 14 | | Shichao Zhang,
Chengqi Zhang:
Anytime mining for multiuser applications.
IEEE Transactions on Systems, Man, and Cybernetics, Part A 32(4): 515-521 (2002) |
| 13 | | Shichao Zhang,
Chengqi Zhang:
Encoding probability propagation in belief networks.
IEEE Transactions on Systems, Man, and Cybernetics, Part A 32(4): 526-531 (2002) |
| 2001 |
|---|
| 12 | | Chengqi Zhang,
Shichao Zhang:
Collecting Quality Data for Database Mining.
Australian Joint Conference on Artificial Intelligence 2001: 593-604 |
| 11 | | Shichao Zhang,
Chengqi Zhang:
Pattern Discovery in Probabilistic Databases.
Australian Joint Conference on Artificial Intelligence 2001: 619-630 |
| 10 | | Kaile Su,
Xudong Luo,
Huaiqing Wang,
Chengqi Zhang,
Shichao Zhang,
Qingfeng Chen:
A Logical Framework for Knowledge Sharing in Multi-agent Systems.
COCOON 2001: 561-570 |
| 9 | | Shichao Zhang,
Chengqi Zhang:
Mining Small Databases by Collecting Knowledge.
DASFAA 2001: 154-155 |
| 8 | | Shichao Zhang,
Chengqi Zhang:
Estimating Itemsets of Interst by Sampling.
FUZZ-IEEE 2001: 131-134 |
| 7 | | Shichao Zhang,
Xindong Wu:
Large Scale Data Mining Based on Data Partitioning.
Applied Artificial Intelligence 15(2): 129-139 (2001) |
| 6 | | Shichao Zhang,
Chengqi Zhang:
A model for compressing probabilities in belief networks.
Informatica (Slovenia) 25(3): (2001) |
| 2000 |
|---|
| 5 | | Xiao Feng Wang,
Shichao Zhang,
Pradeep K. Khosla,
Han Kiliççöte:
Anytime algorithm for agent-mediated merchant information gathering.
Agents 2000: 333-340 |
| 4 | | Shichao Zhang:
A nearest neighborhood algebra for probabilistic databases.
Intell. Data Anal. 4(1): 29-49 (2000) |
| 3 | | Shichao Zhang:
A Temporal Logic for Supporting Historical Databases.
Knowl. Inf. Syst. 2(1): 97-114 (2000) |
| 1999 |
|---|
| 2 | | Shichao Zhang:
Aggregation and maintenance for database mining.
Intell. Data Anal. 3(6): 475-490 (1999) |
| 1 | | Shichao Zhang,
Chengqi Zhang:
IMC: A Method for Interval Calculus in Matrix.
Knowl. Inf. Syst. 1(2): 257-268 (1999) |
