dblp.uni-trier.dewww.uni-trier.de

Shichao Zhang

List of publications from the DBLP Bibliography Server - FAQ
Coauthor Index - Ask others: ACM DL/Guide - CiteSeer - CSB - Google - MSN - Yahoo
Home Page

2009
103EEShichao 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
102 Qingfeng Chen, Chengqi Zhang, Shichao Zhang: Secure Transaction Protocol Analysis: Models and Applications Springer 2008
101EEShichao Zhang, Zhi Jin, Xiaofeng Zhu: NIIA: Nonparametric Iterative Imputation Algorithm. PRICAI 2008: 544-555
100EEShichao Zhang, Zifang Huang, Jilian Zhang, Xiaofeng Zhu: Mining follow-up correlation patterns from time-related databases. Knowl. Inf. Syst. 14(1): 81-100 (2008)
99EEShichao Zhang, Xindong Wu, Chengqi Zhang, Jingli Lu: Computing the minimum-support for mining frequent patterns. Knowl. Inf. Syst. 15(2): 233-257 (2008)
98EEYongsong Qin, Shichao Zhang: Empirical likelihood confidence intervals for differences between two datasets with missing data. Pattern Recognition Letters 29(6): 803-812 (2008)
97EEShichao 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
96 Jilian Zhang, Shichao Zhang, Xiaofeng Zhu, Xindong Wu, Chengqi Zhang: Measuring the Uncertainty of Differences for Contrasting Groups. AAAI 2007: 1920-1921
95 Xiaofeng Zhu, Shichao Zhang, Jilian Zhang, Chengqi Zhang: Cost-Sensitive Imputing Missing Values with Ordering. AAAI 2007: 1922-1923
94EEQingfeng Chen, Shichao Zhang, Yi-Ping Phoebe Chen: Identifying Dependency Between Secure Messages for Protocol Analysis. KSEM 2007: 30-38
93EEShichao Zhang, Xiaofeng Zhu, Jilian Zhang, Chengqi Zhang: Cost-Time Sensitive Decision Tree with Missing Values. KSEM 2007: 447-459
92EEChengqi Zhang, Xiaofeng Zhu, Jilian Zhang, Yongsong Qin, Shichao Zhang: GBKII: An Imputation Method for Missing Values. PAKDD 2007: 1080-1087
91EEZhangyan Xu, Chengqi Zhang, Shichao Zhang, Wei Song, Bingru Yang: Efficient Attribute Reduction Based on Discernibility Matrix. RSKT 2007: 13-21
90EEYongsong Qin, Shichao Zhang, Xiaofeng Zhu, Jilian Zhang, Chengqi Zhang: Semi-parametric optimization for missing data imputation. Appl. Intell. 27(1): 79-88 (2007)
89EEXiaowei Yan, Shichao Zhang, Chengqi Zhang: On Data Structures for Association Rule Discovery. Applied Artificial Intelligence 21(2): 57-79 (2007)
88EEShichao Zhang, Jilian Zhang, Chengqi Zhang: EDUA: An efficient algorithm for dynamic database mining. Inf. Sci. 177(13): 2756-2767 (2007)
87EEXingquan 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
86 Shengli Sheng, Charles X. Ling, Ailing Ni, Shichao Zhang: Cost-Sensitive Test Strategies. AAAI 2006
85 Shichao Zhang, Yongsong Qin, Xiaofeng Zhu, Jilian Zhang, Chengqi Zhang: Kernel-Based Multi-Imputation for Missing Data. AMT 2006: 106-111
84 Yanchang Zhao, Chengqi Zhang, Shichao Zhang: Efficient Frequent Itemsets Mining by Sampling. AMT 2006: 112-117
83 Zhenxing Qin, Shichao Zhang, Chengqi Zhang: Missing or absent? A Question in Cost-sensitive Decision Tree. AMT 2006: 118-125
82EEQingfeng Chen, Yi-Ping Phoebe Chen, Shichao Zhang, Chengqi Zhang: Detecting Collusion Attacks in Security Protocols. APWeb 2006: 297-306
81EEYanchang Zhao, Chengqi Zhang, Shichao Zhang, Lianwei Zhao: Adapting K-Means Algorithm for Discovering Clusters in Subspaces. APWeb 2006: 53-62
80EEFaliang Huang, Shichao Zhang: Clustering Web Documents Based on Knowledge Granularity. APWeb 2006: 85-96
79EEYanchang Zhao, Chengqi Zhang, Shichao Zhang: Enhancing DWT for Recent-Biased Dimension Reduction of Time Series Data. Australian Conference on Artificial Intelligence 2006: 1048-1053
78EEShichao Zhang, Jiangming Yang, Ning Gu: GridSM: a Norm-driven State Machine Model of Grid Workflow. CSCWD 2006: 856-860
77EEHuijing Huang, Yongsong Qin, Xiaofeng Zhu, Jilian Zhang, Shichao Zhang: Difference Detection Between Two Contrast Sets. DaWaK 2006: 481-490
76EEShichao Zhang, Jilian Zhang, Xiaofeng Zhu, Zifang Huang: Identifying Follow-Correlation Itemset-Pairs. ICDM 2006: 765-774
75EEShichao Zhang, Feng Chen, Xindong Wu, Chengqi Zhang: Identifying bridging rules between conceptual clusters. KDD 2006: 815-820
74EEShichao Zhang, Rifeng Wang, Yanping Guo: Efficient Computation of Multi-feature Data Cubes. KSEM 2006: 612-624
73EEShichao Zhang, Jeffrey Xu Yu, Jingli Lu, Chengqi Zhang: Is Frequency Enough for Decision Makers to Make Decisions?. PAKDD 2006: 499-503
72EEShichao Zhang, Yongsong Qin, Xiaofeng Zhu, Jilian Zhang, Chengqi Zhang: Optimized Parameters for Missing Data Imputation. PRICAI 2006: 1010-1016
71EEZhuoming Xu, Shichao Zhang, Yisheng Dong: Mapping between Relational Database Schema and OWL Ontology for Deep Annotation. Web Intelligence 2006: 548-552
70EEShichao Zhang, Mohammed Javeed Zaki: Mining Multiple Data Sources: Local Pattern Analysis. Data Min. Knowl. Discov. 12(2-3): 121-125 (2006)
69EEKaile 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)
68EEShichao Zhang, Ning Gu, Jiangming Yang: An norm-driven state machine model for CSCW systems. Expert Syst. Appl. 31(4): 800-807 (2006)
67EEYanchang Zhao, Shichao Zhang: Generalized Dimension-Reduction Framework for Recent-Biased Time Series Analysis. IEEE Trans. Knowl. Data Eng. 18(2): 231-244 (2006)
2005
66 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
65EEChengqi Zhang, Shichao Zhang: In-Depth Data Mining and Its Application in Stock Market. ADMA 2005: 13
64EEQingfeng Chen, Yi-Ping Phoebe Chen, Chengqi Zhang, Shichao Zhang: A Framework for Merging Inconsistent Beliefs in Security Protocol Analysis. DEEC 2005: 119-124
63EEShichao Zhang, Xindong Wu, Jilian Zhang, Chengqi Zhang: A Decremental Algorithm for Maintaining Frequent Itemsets in Dynamic Databases. DaWaK 2005: 305-314
62EEZhenxing Qin, Chengqi Zhang, Xuehui Xie, Shichao Zhang: Dynamic Test-Sensitive Decision Trees with Multiple Cost Scales. FSKD (1) 2005: 402-405
61EEYanchang Zhao, Chengqi Zhang, Shichao Zhang: A Recent-Biased Dimension Reduction Technique for Time Series Data. PAKDD 2005: 751-757
60EEChengqi Zhang, Jeffrey Xu Yu, Shichao Zhang: Identifying Interesting Patterns in Multidatabases. Classification and Clustering for Knowledge Discovery 2005: 91-112
59EEXiaowei Yan, Chengqi Zhang, Shichao Zhang: Armga: Identifying Interesting Association Rules with Genetic Algorithms. Applied Artificial Intelligence 19(7): 677-689 (2005)
58EEKai-Yuan Cai, Yunfei Yin, Shichao Zhang: A Partial-Repeatability Approach to Data Mining. IEEE Intelligent Informatics Bulletin 5(1): 26-34 (2005)
57EEJeffrey Xu Yu, Yuming Ou, Chengqi Zhang, Shichao Zhang: Identifying Interesting Customers through Web Log Classification. IEEE Intelligent Systems 20(3): 55-59 (2005)
56EEShichao 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)
55EEXindong Wu, Chengqi Zhang, Shichao Zhang: Database classification for multi-database mining. Inf. Syst. 30(1): 71-88 (2005)
54EEQingfeng Chen, Chengqi Zhang, Shichao Zhang: ENDL: A Logical Framework for Verifying Secure Transaction Protocols. Knowl. Inf. Syst. 7(1): 84-109 (2005)
2004
53EEQingfeng Chen, Chengqi Zhang, Shichao Zhang: A Verification Model for Electronic Transaction Protocols. APWeb 2004: 824-833
52EEYanchang Zhao, Chengqi Zhang, Shichao Zhang: Discovering Interesting Association Rules by Clustering. Australian Conference on Artificial Intelligence 2004: 1055-1061
51EEZhenxing Qin, Shichao Zhang, Chengqi Zhang: Cost-Sensitive Decision Trees with Multiple Cost Scales. Australian Conference on Artificial Intelligence 2004: 380-390
50EECharles X. Ling, Qiang Yang, Jianning Wang, Shichao Zhang: Decision trees with minimal costs. ICML 2004
49EEZhenxing Qin, Li Liu, Shichao Zhang: Mining Term Association Rules for Heuristic Query Construction. PAKDD 2004: 145-154
48EEQingfeng Chen, Shichao Zhang: Dealing with Inconsistent Secure Messages. PRICAI 2004: 33-42
47EEShichao Zhang, Li Liu, Jingli Lu, Yuming Ou: Is Minimum-Support Appropriate to Identifying Large Itemsets? PRICAI 2004: 474-484
46EEXindong Wu, Chengqi Zhang, Shichao Zhang: Efficient mining of both positive and negative association rules. ACM Trans. Inf. Syst. 22(3): 381-405 (2004)
45EEShichao Zhang, Chengqi Zhang, Jeffrey Xu Yu: Mining Dependent Patterns In Probabilistic Databases. Cybernetics and Systems 35(4): 399-424 (2004)
44EEChengqi Zhang, Meiling Liu, Wenlong Nie, Shichao Zhang: Identifying Global Exceptional Patterns in Multi-database Mining. IEEE Intelligent Informatics Bulletin 3(1): 19-24 (2004)
43EEShichao Zhang, Chengqi Zhang, Qiang Yang: Guest Editors' Introduction: Information Enhancement for Data Mining. IEEE Intelligent Systems 19(2): 12-13 (2004)
42EEShichao 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)
41EEShichao Zhang, Chengqi Zhang, Jeffrey Xu Yu: An efficient strategy for mining exceptions in multi-databases . Inf. Sci. 165(1-2): 1-20 (2004)
40EEXiaowei 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
39EEQingfeng Chen, Chengqi Zhang, Shichao Zhang, Chunsheng Li: Verifying the Purchase Request in SET Protocol. APWeb 2003: 263-274
38EEXiaowei Yan, Chengqi Zhang, Shichao Zhang: A Database-Independent Approach of Mining Association Rules with Genetic Algorithm. IDEAL 2003: 882-886
37EEQingfeng Chen, Chengqi Zhang, Shichao Zhang: Verifying the Payment Authorization in SET Protocol. IDEAL 2003: 914-918
36EEXiaowei 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
34EEShichao Zhang, Chengqi Zhang: Discovering Associations in Very Large Databases by Approximating. Acta Cybern. 16(1): 155-177 (2003)
33EEShichao 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)
31EEChengqi Zhang, Shichao Zhang, Zili Zhang: Temporal Constraint Satisfaction in Matrix Method. Applied Artificial Intelligence 17(2): 135-154 (2003)
30EEShichao Zhang, Chengqi Zhang, Qiang Yang: Data Preparation for Data Mining. Applied Artificial Intelligence 17(5-6): 375-381 (2003)
29EEZili Zhang, Chengqi Zhang, Shichao Zhang: An Agent-Based Hybrid Framework for Database Mining. Applied Artificial Intelligence 17(5-6): 383-398 (2003)
28EEYuefeng Li, Chengqi Zhang, Shichao Zhang: Cooperative Strategy for Web Data Mining and Cleaning. Applied Artificial Intelligence 17(5-6): 443-460 (2003)
27EEXiaowei Yan, Chengqi Zhang, Shichao Zhang: Toward Databases Mining: Pre-Processing Collected Data. Applied Artificial Intelligence 17(5-6): 545-561 (2003)
26EEShichao Zhang, Xindong Wu, Chengqi Zhang: Multi-Database Mining. IEEE Computational Intelligence Bulletin 2(1): 5-13 (2003)
25EEXindong Wu, Shichao Zhang: Synthesizing High-Frequency Rules from Different Data Sources. IEEE Trans. Knowl. Data Eng. 15(2): 353-367 (2003)
24EEShichao 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
16EEShichao Zhang, Chengqi Zhang: Propagating Temporal Relations of Intervals by Matrix. Applied Artificial Intelligence 16(1): 1-27 (2002)
15EEShichao 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
12EEChengqi Zhang, Shichao Zhang: Collecting Quality Data for Database Mining. Australian Joint Conference on Artificial Intelligence 2001: 593-604
11EEShichao Zhang, Chengqi Zhang: Pattern Discovery in Probabilistic Databases. Australian Joint Conference on Artificial Intelligence 2001: 619-630
10EEKaile 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
5EEXiao Feng Wang, Shichao Zhang, Pradeep K. Khosla, Han Kiliççöte: Anytime algorithm for agent-mediated merchant information gathering. Agents 2000: 333-340
4EEShichao Zhang: A nearest neighborhood algebra for probabilistic databases. Intell. Data Anal. 4(1): 29-49 (2000)
3EEShichao Zhang: A Temporal Logic for Supporting Historical Databases. Knowl. Inf. Syst. 2(1): 97-114 (2000)
1999
2EEShichao Zhang: Aggregation and maintenance for database mining. Intell. Data Anal. 3(6): 475-490 (1999)
1EEShichao Zhang, Chengqi Zhang: IMC: A Method for Interval Calculus in Matrix. Knowl. Inf. Syst. 1(2): 257-268 (1999)

Coauthor Index

1Kai-Yuan Cai [58]
2Feng Chen [75]
3Qingfeng Chen [10] [37] [39] [48] [53] [54] [64] [82] [94] [102]
4Yi-Ping Phoebe Chen [64] [82] [94]
5Ian Davidson [87]
6John K. Debenham [18]
7Yisheng Dong [71]
8Ning Gu [68] [78]
9Yanping Guo [74]
10Faliang Huang [80]
11Huijing Huang [69] [77]
12Zifang Huang [76] [100]
13Ray Jarvis [66]
14Zhi Jin [101] [103]
15Paul Kennedy [17]
16Taghi M. Khoshgoftaar [87]
17Pradeep K. Khosla [5]
18Han Kiliççöte [5]
19Chunsheng Li [39]
20Yuefeng Li [28]
21Charles X. Ling [50] [56] [86]
22Li Liu [33] [47] [49]
23Meiling Liu [44]
24Jingli Lu [42] [47] [73] [99]
25Xudong Luo [10]
26Ailing Ni [86]
27Wenlong Nie [44]
28Yuming Ou [47] [57]
29Yongsong Qin [72] [77] [85] [90] [92] [97] [98]
30Zhenxing Qin [20] [21] [49] [51] [56] [62] [83]
31Shengli Sheng [56] [86]
32Wei Song [91]
33Kaile Su [10] [69]
34Huaiqing Wang [10]
35Jianning Wang [50]
36Rifeng Wang [74]
37Xiao Feng Wang [5]
38Geoffrey I. Webb [32]
39Xindong Wu [7] [19] [25] [26] [46] [55] [63] [69] [75] [96] [99]
40Xuehui Xie [62]
41Zhangyan Xu [91]
42Zhuoming Xu [71]
43Xiaowei Yan [17] [18] [20] [21] [24] [27] [35] [36] [38] [40] [59] [89]
44Bingru Yang [91]
45Jiang-Ming Yang (Jiangming Yang) [68] [78]
46Qiang Yang [30] [43] [50]
47Yunfei Yin [58]
48Jeffrey Xu Yu [41] [45] [57] [60] [73]
49Mohammed Javeed Zaki (Mohammed J. Zaki) [70]
50Chengqi Zhang [1] [6] [8] [9] [10] [11] [12] [13] [14] [15] [16] [17] [18] [19] [20] [21] [22] [23] [24] [26] [27] [28] [29] [30] [31] [32] [34] [35] [36] [37] [38] [39] [40] [41] [42] [43] [44] [45] [46] [51] [52] [53] [54] [55] [57] [59] [60] [61] [62] [63] [64] [65] [72] [73] [75] [79] [81] [82] [83] [84] [85] [88] [89] [90] [91] [92] [93] [95] [96] [97] [99] [102]
51Jilian Zhang [63] [72] [76] [77] [85] [88] [90] [92] [93] [95] [96] [97] [100] [103]
52Zili Zhang [29] [31]
53Lianwei Zhao [81]
54Yanchang Zhao [52] [61] [67] [79] [81] [84]
55Xiaofeng Zhu [72] [76] [77] [85] [90] [92] [93] [95] [96] [97] [100] [101] [103]
56Xingquan Zhu [87]

Colors in the list of coauthors

Copyright © Sun May 17 03:24:02 2009 by Michael Ley (ley@uni-trier.de)