| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Shichao Zhang, Feng Chen, Xindong Wu, Chengqi Zhang, Ruili Wang |
Mining bridging rules between conceptual clusters.  |
Appl. Intell.  |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Huawen Liu, Shichao Zhang |
Noisy data elimination using mutual k-nearest neighbor for classification mining. |
Journal of Systems and Software |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Shichao Zhang |
Decision tree classifiers sensitive to heterogeneous costs. |
Journal of Systems and Software |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Tao Wang, Zhenxing Qin, Shichao Zhang, Chengqi Zhang |
Cost-sensitive classification with inadequate labeled data. |
Inf. Syst. |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Faliang Huang, Shichao Zhang, Changan Yuan, Zhi Zhong |
Memory Performance Prediction of Web Server Applications Based on Grey System Theory. |
APWeb |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Xiaofeng Zhu, Shichao Zhang, Zhi Jin, Zili Zhang, Zhuoming Xu |
Missing Value Estimation for Mixed-Attribute Data Sets. |
IEEE Trans. Knowl. Data Eng. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Shichao Zhang, Xindong Wu |
Fundamentals of association rules in data mining and knowledge discovery. |
Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Shichao Zhang |
Information enhancement for data mining. |
Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Shichao Zhang |
Shell-neighbor method and its application in missing data imputation. |
Appl. Intell. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Yanchang Zhao, Jie Cao, Chengqi Zhang, Shichao Zhang |
Enhancing grid-density based clustering for high dimensional data. |
Journal of Systems and Software |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Shichao Zhang, Zhi Jin, Xiaofeng Zhu |
Missing data imputation by utilizing information within incomplete instances. |
Journal of Systems and Software |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Qingfeng Chen, Shichao Zhang, Zhi Zhong |
Dealing with inconsistent secure messages by weighting majority. |
Knowl.-Based Syst. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Huawen Liu, Xindong Wu, Shichao Zhang |
Feature selection using hierarchical feature clustering. |
CIKM |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Shichao Zhang, Qingfeng Chen, Qiang Yang |
Acquiring knowledge from inconsistent data sources through weighting. |
Data Knowl. Eng. |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Shichao Zhang, Zhi Jin, Jingli Lu |
Summary queries for frequent itemsets mining. |
Journal of Systems and Software |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Tao Wang, Zhenxing Qin, Zhi Jin, Shichao Zhang |
Handling over-fitting in test cost-sensitive decision tree learning by feature selection, smoothing and pruning. |
Journal of Systems and Software |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Shichao Zhang |
Cost-sensitive classification with respect to waiting cost. |
Knowl.-Based Syst. |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Shichao Zhang |
Estimating Semi-Parametric Missing Values with Iterative Imputation. |
IJDWM |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Yongsong Qin, Shichao Zhang, Chengqi Zhang |
Combining kNN Imputation and Bootstrap Calibrated: Empirical Likelihood for Incomplete Data Analysis. |
IJDWM |
2010 |
DBLP BibTeX RDF |
|
| 1 | Dingrong Yuan, Shichao Zhang |
Web User Browse Behavior Characteristic Analysis Based on a BC Tree. |
AMT |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Shichao Zhang, Manlong Zhu |
Weighting imputation methods and their evaluation under shell-neighbor machine. |
IEEE ICCI |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Shichao Zhang, Xindong Wu, Manlong Zhu |
Efficient missing data imputation for supervised learning. |
IEEE ICCI |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhenxing Qin, Chengqi Zhang, Tao Wang, Shichao Zhang |
Cost Sensitive Classification in Data Mining. |
ADMA |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Huawen Liu, Shichao Zhang, Jianming Zhao, Xiangfu Zhao, Yuchang Mo |
A New Classification Algorithm Using Mutual Nearest Neighbors. |
GCC |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Shichao Zhang, Zhi Jin, Xiaofeng Zhu, Jilian Zhang |
Missing Data Analysis: A Kernel-Based Multi-Imputation Approach. |
Transactions on Computational Science |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Shichao Zhang, Rifeng Wang, Zhi Jin |
Strategies for complex data cube queries. |
Appl. Intell. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Shichao Zhang, Jilian Zhang, Zhi Jin |
A decremental algorithm of frequent itemset maintenance for mining updated databases. |
Expert Syst. Appl. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Xiaowei Yan, Chengqi Zhang, Shichao Zhang |
Genetic algorithm-based strategy for identifying association rules without specifying actual minimum support. |
Expert Syst. Appl. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Shichao Zhang, Feng Chen, Zhi Jin, Ruili Wang |
Mining class-bridge rules based on rough sets. |
Expert Syst. Appl. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Shichao Zhang, Xiaofang You, Zhi Jin, Xindong Wu |
Mining globally interesting patterns from multiple databases using kernel estimation. |
Expert Syst. Appl. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Xiaowei Yan, Chengqi Zhang, Shichao Zhang |
Confidence Metrics for Association Rule Mining. |
Applied Artificial Intelligence |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Shichao Zhang, Jilian Zhang, Xiaofeng Zhu, Yongsong Qin, Chengqi Zhang |
Missing Value Imputation Based on Data Clustering. |
Transactions on Computational Science |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Shichao Zhang |
Parimputation: From Imputation and Null-Imputation to Partially Imputation. |
IEEE Intelligent Informatics Bulletin |
2008 |
DBLP BibTeX RDF |
|
| 1 | Shichao Zhang, Zifang Huang, Jilian Zhang, Xiaofeng Zhu |
Mining follow-up correlation patterns from time-related databases. |
Knowl. Inf. Syst. |
2008 |
DBLP DOI BibTeX RDF |
Time-related database, Follow-up correlation pattern, Data mining, Correlation mining |
| 1 | Shichao Zhang, Xindong Wu, Chengqi Zhang, Jingli Lu |
Computing the minimum-support for mining frequent patterns. |
Knowl. Inf. Syst. |
2008 |
DBLP DOI BibTeX RDF |
Minimum support, Data mining, Association rules, Frequent patterns |
| 1 | Shichao Zhang |
Detecting Differences Between Contrast Groups. |
IEEE Transactions on Information Technology in Biomedicine |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Yongsong Qin, Shichao Zhang |
Empirical likelihood confidence intervals for differences between two datasets with missing data. |
Pattern Recognition Letters |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Qingfeng Chen, Chengqi Zhang, Shichao Zhang |
Secure Transaction Protocol Analysis: Models and Applications |
|
2008 |
DOI RDF |
|
| 1 | Zhenxing Qin, Shichao Zhang, Li Liu, Tao Wang |
Cost-sensitive semi-supervised classification using CS-EM. |
CIT |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Shichao Zhang, Zhi Jin, Xiaofeng Zhu |
NIIA: Nonparametric Iterative Imputation Algorithm. |
PRICAI |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Yongsong Qin, Shichao Zhang, Xiaofeng Zhu, Jilian Zhang, Chengqi Zhang |
Semi-parametric optimization for missing data imputation. |
Appl. Intell. |
2007 |
DBLP DOI BibTeX RDF |
Missing data imputation, Semi-parametric data, Missing data |
| 1 | Xingquan Zhu, Taghi M. Khoshgoftaar, Ian Davidson, Shichao Zhang |
Editorial: Special issue on mining low-quality data. |
Knowl. Inf. Syst. |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Shichao Zhang, Jilian Zhang, Chengqi Zhang |
EDUA: An efficient algorithm for dynamic database mining. |
Inf. Sci. |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Xiaowei Yan, Shichao Zhang, Chengqi Zhang |
On Data Structures for Association Rule Discovery. |
Applied Artificial Intelligence |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Qingfeng Chen, Shichao Zhang, Yi-Ping Phoebe Chen |
Identifying Dependency Between Secure Messages for Protocol Analysis. |
KSEM |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Shichao Zhang, Xiaofeng Zhu, Jilian Zhang, Chengqi Zhang |
Cost-Time Sensitive Decision Tree with Missing Values. |
KSEM |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Xiaofeng Zhu, Shichao Zhang, Jilian Zhang, Chengqi Zhang |
Cost-Sensitive Imputing Missing Values with Ordering. |
AAAI |
2007 |
DBLP BibTeX RDF |
|
| 1 | Jilian Zhang, Shichao Zhang, Xiaofeng Zhu, Xindong Wu, Chengqi Zhang |
Measuring the Uncertainty of Differences for Contrasting Groups. |
AAAI |
2007 |
DBLP BibTeX RDF |
|
| 1 | Yanchang Zhao, Shichao Zhang |
Generalized Dimension-Reduction Framework for Recent-Biased Time Series Analysis. |
IEEE Trans. Knowl. Data Eng. |
2006 |
DBLP DOI BibTeX RDF |
data mining, Time series analysis, feature extraction or construction |
| 1 | Kaile Su, Huijing Huang, Xindong Wu, Shichao Zhang |
A logical framework for identifying quality knowledge from different data sources. |
Decision Support Systems |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Shichao Zhang, Ning Gu, Jiangming Yang |
An norm-driven state machine model for CSCW systems. |
Expert Syst. Appl. |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Shichao Zhang, Mohammed Javeed Zaki |
Mining Multiple Data Sources: Local Pattern Analysis. |
Data Min. Knowl. Discov. |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Shichao Zhang, Jilian Zhang, Xiaofeng Zhu, Zifang Huang |
Identifying Follow-Correlation Itemset-Pairs. |
ICDM |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Huijing Huang, Yongsong Qin, Xiaofeng Zhu, Jilian Zhang, Shichao Zhang |
Difference Detection Between Two Contrast Sets. |
DaWaK |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Shichao Zhang, Jeffrey Xu Yu, Jingli Lu, Chengqi Zhang |
Is Frequency Enough for Decision Makers to Make Decisions?. |
PAKDD |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Shichao Zhang, Jiangming Yang, Ning Gu |
GridSM: a Norm-driven State Machine Model of Grid Workflow. |
CSCWD |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Yanchang Zhao, Chengqi Zhang, Shichao Zhang |
Enhancing DWT for Recent-Biased Dimension Reduction of Time Series Data. |
Australian Conference on Artificial Intelligence |
2006 |
DBLP DOI BibTeX RDF |
Time series, dimension reduction |
| 1 | Shichao Zhang, Rifeng Wang, Yanping Guo |
Efficient Computation of Multi-feature Data Cubes. |
KSEM |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Yanchang Zhao, Chengqi Zhang, Shichao Zhang |
Efficient Frequent Itemsets Mining by Sampling. |
AMT |
2006 |
DBLP BibTeX RDF |
|
| 1 | Shichao Zhang, Yongsong Qin, Xiaofeng Zhu, Jilian Zhang, Chengqi Zhang |
Kernel-Based Multi-Imputation for Missing Data. |
AMT |
2006 |
DBLP BibTeX RDF |
|
| 1 | Zhenxing Qin, Shichao Zhang, Chengqi Zhang |
Missing or absent? A Question in Cost-sensitive Decision Tree. |
AMT |
2006 |
DBLP BibTeX RDF |
|
| 1 | Zhuoming Xu, Shichao Zhang, Yisheng Dong |
Mapping between Relational Database Schema and OWL Ontology for Deep Annotation. |
Web Intelligence |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Faliang Huang, Shichao Zhang |
Clustering Web Documents Based on Knowledge Granularity. |
APWeb |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Yanchang Zhao, Chengqi Zhang, Shichao Zhang, Lianwei Zhao |
Adapting K-Means Algorithm for Discovering Clusters in Subspaces. |
APWeb |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Qingfeng Chen, Yi-Ping Phoebe Chen, Shichao Zhang, Chengqi Zhang |
Detecting Collusion Attacks in Security Protocols. |
APWeb |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Shichao Zhang, Yongsong Qin, Xiaofeng Zhu, Jilian Zhang, Chengqi Zhang |
Optimized Parameters for Missing Data Imputation. |
PRICAI |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Shengli Sheng, Charles X. Ling, Ailing Ni, Shichao Zhang |
Cost-Sensitive Test Strategies. |
AAAI |
2006 |
DBLP BibTeX RDF |
|
| 1 | Shichao Zhang, Feng Chen, Xindong Wu, Chengqi Zhang |
Identifying bridging rules between conceptual clusters. |
KDD |
2006 |
DBLP DOI BibTeX RDF |
bridging rule, clustering, association rule, entropy, outlier |
| 1 | Shichao Zhang, Zhenxing Qin, Charles X. Ling, Shengli Sheng |
"Missing Is Useful': Missing Values in Cost-Sensitive Decision Trees. |
IEEE Trans. Knowl. Data Eng. |
2005 |
DBLP DOI BibTeX RDF |
machine learning, knowledge acquisition, Induction |
| 1 | Kai-Yuan Cai, Yunfei Yin, Shichao Zhang |
A Partial-Repeatability Approach to Data Mining. |
IEEE Intelligent Informatics Bulletin |
2005 |
DBLP BibTeX RDF |
|
| 1 | Qingfeng Chen, Chengqi Zhang, Shichao Zhang |
ENDL: A Logical Framework for Verifying Secure Transaction Protocols. |
Knowl. Inf. Syst. |
2005 |
DBLP DOI BibTeX RDF |
Secure transaction protocol, Security, Verification, Integrity, Electronic commerce, Confidentiality |
| 1 | Xiaowei Yan, Chengqi Zhang, Shichao Zhang |
Armga: Identifying Interesting Association Rules with Genetic Algorithms. |
Applied Artificial Intelligence |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Xindong Wu, Chengqi Zhang, Shichao Zhang |
Database classification for multi-database mining. |
Inf. Syst. |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Jeffrey Xu Yu, Yuming Ou, Chengqi Zhang, Shichao Zhang |
Identifying Interesting Customers through Web Log Classification. |
IEEE Intelligent Systems |
2005 |
DBLP DOI BibTeX RDF |
customer retention, recommendation system, Web mining, data preparation, web log analysis |
| 1 | Chengqi Zhang, Jeffrey Xu Yu, Shichao Zhang |
Identifying Interesting Patterns in Multidatabases. |
Classification and Clustering for Knowledge Discovery |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Shichao Zhang, Xindong Wu, Jilian Zhang, Chengqi Zhang |
A Decremental Algorithm for Maintaining Frequent Itemsets in Dynamic Databases. |
DaWaK |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Yanchang Zhao, Chengqi Zhang, Shichao Zhang |
A Recent-Biased Dimension Reduction Technique for Time Series Data. |
PAKDD |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Shichao Zhang, Yinjun Xu, Ning Gu |
OSM: an organizational state machine model for CSCW systems. |
CSCWD |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Shichao Zhang, Ray Jarvis (eds.) |
AI 2005: Advances in Artificial Intelligence, 18th Australian Joint Conference on Artificial Intelligence, Sydney, Australia, December 5-9, 2005, Proceedings |
Australian Conference on Artificial Intelligence |
2005 |
DBLP BibTeX RDF |
|
| 1 | Zhenxing Qin, Chengqi Zhang, Xuehui Xie, Shichao Zhang |
Dynamic Test-Sensitive Decision Trees with Multiple Cost Scales. |
FSKD |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Qingfeng Chen, Yi-Ping Phoebe Chen, Chengqi Zhang, Shichao Zhang |
A Framework for Merging Inconsistent Beliefs in Security Protocol Analysis. |
DEEC |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Chengqi Zhang, Shichao Zhang |
In-Depth Data Mining and Its Application in Stock Market. |
ADMA |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Chengqi Zhang, Meiling Liu, Wenlong Nie, Shichao Zhang |
Identifying Global Exceptional Patterns in Multi-database Mining. |
IEEE Intelligent Informatics Bulletin |
2004 |
DBLP BibTeX RDF |
|
| 1 | Shichao Zhang, Chengqi Zhang, Jeffrey Xu Yu |
Mining Dependent Patterns In Probabilistic Databases. |
Cybernetics and Systems |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Shichao Zhang, Chengqi Zhang, Jeffrey Xu Yu |
An efficient strategy for mining exceptions in multi-databases . |
Inf. Sci. |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Shichao Zhang, Jingli Lu, Chengqi Zhang |
A fuzzy logic based method to acquire user threshold of minimum-support for mining association rules. |
Inf. Sci. |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Xiaowei Yan, Chengqi Zhang, Shichao Zhang |
Identifying Software Component Association With Genetic Algorithm. |
International Journal of Software Engineering and Knowledge Engineering |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Xindong Wu, Chengqi Zhang, Shichao Zhang |
Efficient mining of both positive and negative association rules. |
ACM Trans. Inf. Syst. |
2004 |
DBLP DOI BibTeX RDF |
negative associations, Association rules |
| 1 | Shichao Zhang, Chengqi Zhang, Qiang Yang |
Guest Editors' Introduction: Information Enhancement for Data Mining. (PDF / PS) |
IEEE Intelligent Systems |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhenxing Qin, Li Liu, Shichao Zhang |
Mining Term Association Rules for Heuristic Query Construction. |
PAKDD |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhenxing Qin, Shichao Zhang, Chengqi Zhang |
Cost-Sensitive Decision Trees with Multiple Cost Scales. |
Australian Conference on Artificial Intelligence |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Yanchang Zhao, Chengqi Zhang, Shichao Zhang |
Discovering Interesting Association Rules by Clustering. |
Australian Conference on Artificial Intelligence |
2004 |
DBLP DOI BibTeX RDF |
Clustering, Association Rules, Interestingness |
| 1 | Qingfeng Chen, Chengqi Zhang, Shichao Zhang |
A Verification Model for Electronic Transaction Protocols. |
APWeb |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Charles X. Ling, Qiang Yang, Jianning Wang, Shichao Zhang |
Decision trees with minimal costs. |
ICML |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Qingfeng Chen, Shichao Zhang |
Dealing with Inconsistent Secure Messages. |
PRICAI |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Shichao Zhang, Li Liu, Jingli Lu, Yuming Ou |
Is Minimum-Support Appropriate to Identifying Large Itemsets? |
PRICAI |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Xindong Wu, Shichao Zhang |
Synthesizing High-Frequency Rules from Different Data Sources. |
IEEE Trans. Knowl. Data Eng. |
2003 |
DBLP DOI BibTeX RDF |
multiple data sources, association rules, weighting, Large databases, rule selection, synthesizing |
| 1 | Shichao Zhang, Li Liu |
Mining Dynamic databases by Weighting. |
Acta Cybern. |
2003 |
DBLP BibTeX RDF |
|
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