Chengqi Zhang

PROFILE

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Aliases
Chengqi Zhang, Cheng-qi Zhang
Publication record
244 papers · 5,522 citations · H-index 38

PAPERS

An Efficient Method for Modeling Nonoccurring Behaviors by Negative Sequential Patterns With Loose Constraints
202119 citationsauthor #5
Community detection in complex network based on APT method
202011 citationsauthor #7
Using propensity scores to predict the kinases of unannotated phosphopeptides
20177 citationsauthor #4
Exploring Consensus RNA Substructural Patterns Using Subgraph Mining
20179 citationsauthor #6
Interval-Based Similarity for Classifying Conserved RNA Secondary Structures
20166 citationsauthor #3
Depth-First Search Encoding of RNA Substructures
20160 citationsauthor #6
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
201563 citationsauthor #2
Data Science
20151 citationsauthor #1
Bioinformatics in protein kinases regulatory network and drug discovery.
201511 citationsauthor #3
KDD'15: Proceedings of the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining
20151 citationsauthor #2
Domain Driven Data Mining
201576 citationsauthor #3
An Enhanced Approach to Handle Missing Values in Heterogeneous Dataset
20140 citationsauthor #3
Mining Inhibition Pathways for Protein Kinases on Skeletal Muscle
20143 citationsauthor #4
Data Resources and Applications
20140 citationsauthor #3
Exploration of Positive Frequent Patterns for AMP-Activated Protein Kinase Regulation
20140 citationsauthor #3
Interval Based Similarity for Function Classification of RNA Pseudoknots
20141 citationsauthor #3
Bioinformatics-Based Drug Discovery for Protein Kinases
20140 citationsauthor #3
Intelligent Strategies for Pathway Mining
20140 citationsauthor #3
Intelligent Strategies for Pathway Mining: Model and Pattern Identification
20141 citationsauthor #3
Discovering Conserved and Diverged Patterns of MiRNA Families
20140 citationsauthor #3
Conclusion and FutureWorks
20140 citationsauthor #3
Cost-Sensitive Classification with k-Nearest Neighbors
201343 citationsauthor #3
System Modeling of a Smart-Home Healthy Lifestyle Assistant
20125 citationsauthor #5
Cost-sensitive classification with inadequate labeled data
201243 citationsauthor #4
Enhancing grid-density based clustering for high dimensional data
201123 citationsauthor #3
Margin-based ensemble classifier for protein fold recognition
201147 citationsauthor #4
e-NSP: efficient negative sequential pattern mining based on identified positive patterns without database rescanning
201128 citationsauthor #5
Agent-Based Subspace Clustering
20111 citationsauthor #4
Combined Mining: Discovering Informative Knowledge in Complex Data
201198 citationsauthor #5
Agents and Data Mining: Interaction and Integration
20114 citationsauthor #2
Flexible Frameworks for Actionable Knowledge Discovery
201098 citationsauthor #5
Combining kNN Imputation and Bootstrap Calibrated: Empirical Likelihood for Incomplete Data Analysis
201014 citationsauthor #3
A Novel Prototype Reduction Method for the K-Nearest Neighbor Algorithm with K >= 1
201025 citationsauthor #3
Combining Support Vector Machines and the t-statistic for Gene Selection in DNA Microarray Data Analysis
20105 citationsauthor #4
Cost Sensitive Classification in Data Mining
201024 citationsauthor #2
Testing Adaptive Local Hyperplane for multi-class classification by double cross-validation
20107 citationsauthor #4
Mining Actionable Knowledge on Social Security Data
20100 citationsauthor #2
D 3 M Methodology
20103 citationsauthor #2
Mining Actionable Knowledge on Capital Market Data
20100 citationsauthor #2
Challenges and Trends
201027 citationsauthor #2
A Multiple System Performance Monitoring Model for Web Services
20101 citationsauthor #3
Agent-Driven Data Mining
20102 citationsauthor #2
D 3 M AKD Frameworks
20100 citationsauthor #2
Introduction to the Domain-Driven Data Mining Special Section
201010 citationsauthor #1
Domain Driven Data Mining
201029 citationsauthor #3
Against-Expectation Pattern Discovery: Identifying Interactions within Items with Large Relative-Contrasts in Databases
20100 citationsauthor #3
Open Issues and Prospects
20100 citationsauthor #2
Debt Detection in Social Security by Sequence Classification Using Both Positive and Negative Patterns
200933 citationsauthor #6
CONFIDENCE METRICS FOR ASSOCIATION RULE MINING
200917 citationsauthor #2
Mining Both Positive and Negative Impact-Oriented Sequential Rules from Transactional Data
200935 citationsauthor #4
Adaptive Anomaly Detection of Coupled Activity Sequences
20093 citationsauthor #3
Data Mining Applications in Social Security
20098 citationsauthor #6
Customer Activity Sequence Classification for Debt Prevention in Social Security
200916 citationsauthor #4
POP algorithm: Kernel-based imputation to treat missing values in knowledge discovery from databases
200970 citationsauthor #5
Genetic algorithm-based strategy for identifying association rules without specifying actual minimum support
2009232 citationsauthor #2
Estimating confidence intervals for structural differences between contrast groups with missing data
20093 citationsauthor #5
Debt Detection in Social Security by Adaptive Sequence Classification
20099 citationsauthor #4
Ubiquitous Intelligence in Agent Mining
200913 citationsauthor #3
Post-mining of Association Rules: Techniques for Effective Knowledge Extraction
200994 citationsauthor #2
Evolutionary Optimization of Trading Strategies
20082 citationsauthor #3
Uncertainty Issues in Secure Messages
20080 citationsauthor #2
IEEE TRANSACTIONS ON SYSTEMS , MAN , AND CYBERNETICS — PART A : SYSTEMS AND HUMANS
200840 citationsauthor #2
Combined Pattern Mining: From Learned Rules to Actionable Knowledge
200849 citationsauthor #4
Towards Business Interestingness in Actionable Knowledge Discovery
200811 citationsauthor #4
Engineering Open Complex Agent Systems: A Case Study
200827 citationsauthor #2
Mining Impact-Targeted Activity Patterns in Imbalanced Data
200877 citationsauthor #3
Combined Association Rule Mining
200850 citationsauthor #4
Activity Mining: from Activities to Actions
200826 citationsauthor #3
WI 2008 Title Page iii
20080 citationsauthor #5
Formal Analysis of Secure Transaction Protocols
20080 citationsauthor #2
IAT 2008 Title Page iii
20080 citationsauthor #5
Secure Transaction Protocol Analysis: Models and Applications
20086 citationsauthor #2
Data Mining for Business Applications
200869 citationsauthor #3
Model Checking in Security Protocol Analysis
20080 citationsauthor #2
Domain-Driven Local Exceptional Pattern Mining for Detecting Stock Price Manipulation
200810 citationsauthor #4
Exception Mining on Multiple Time Series in Stock Market
20086 citationsauthor #5
Computing the minimum-support for mining frequent patterns
200845 citationsauthor #3
Overview of Security Protocol Analysis
20089 citationsauthor #2
Detection Models of Collusion Attacks
20082 citationsauthor #2
Applications of Data Mining in Protocol Analysis
20080 citationsauthor #2
Efficient Mining of Event-Oriented Negative Sequential Rules
200828 citationsauthor #4
F-TRADE 3.0: An Agent-Based Integrated Framework for Data Mining Experiments
20085 citationsauthor #3
WI-IAT Workshops 2008 Title Page iii
20080 citationsauthor #3
Missing Value Imputation Based on Data Clustering
2008127 citationsauthor #5
Chapter 6 Data Mining Applications in Social Security
20080 citationsauthor #6
Domain-Driven, Actionable Knowledge Discovery
200793 citationsauthor #2
84 ICMIA ' 02 International Conference Mining Very Large Databases Using Software Agents
20070 citationsauthor #1
Detecting inconsistency in biological molecular databases using ontologies
200716 citationsauthor #3
EDUA: An efficient algorithm for dynamic database mining
200733 citationsauthor #3
Mining for combined association rules on multiple datasets
200737 citationsauthor #5
2007 International Workshop on Domain Driven Data Mining
20074 citationsauthor #2
The Evolution of KDD: towards Domain-Driven Data Mining
200777 citationsauthor #2
Domain-Driven, Actionable Knowledge Discovery
200712 citationsauthor #2
Cost-Time Sensitive Decision Tree with Missing Values
20079 citationsauthor #4
Detecting Turning Points of Trading Price and Return Volatility for Market Surveillance Agents
20075 citationsauthor #4
Probabilistic Reasoning of Inconsistent Belief in Protocol Analysis
20070 citationsauthor #2
Efficient Attribute Reduction Based on Discernibility Matrix
200719 citationsauthor #2
DDDM2007: Domain Driven Data Mining
200712 citationsauthor #2
Cost-Sensitive Imputing Missing Values with Ordering
200726 citationsauthor #4
SEGMENTATION ALGORITHMS IN HIGH FREQUENCY TIME-SERIES DATA
20072 citationsauthor #4

TIMELINE

1981 0 citations

1997 7 citations

1999 3 citations

2001 18 citations

2002 774 citations

2003 529 citations

2004 887 citations

2005 344 citations

2006 372 citations

2007 724 citations

2008 589 citations

2009 533 citations

2010 245 citations

2011 201 citations

2012 48 citations

2013 43 citations

2014 5 citations

2015 152 citations

2016 6 citations

2017 16 citations

2020 11 citations

2021 19 citations

Chengqi Zhang

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PAPERS

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