Chengqi Zhang

发表

The design and implementation of a knowledge-based communication system in a framework for distributed expert systems

Chengqi Zhang, Chengqi Zhang, 1995, IEEE Trans. Commun..

EDUA: An efficient algorithm for dynamic database mining

Chengqi Zhang, Shichao Zhang, Jilian Zhang, 2007, Inf. Sci..

Association Rule Mining: Models and Algorithms

Shichao Zhang, Chengqi Zhang, Chengqi Zhang, 2002 .

Temporal constraint satisfaction in matrix method

Zili Zhang, Chengqi Zhang, Shichao Zhang, 2003, Appl. Artif. Intell..

Cost Sensitive Classification in Data Mining

Chengqi Zhang, Tao Wang, Shichao Zhang, 2010, ADMA.

Semantic Analysis of Component-aspect Dynamism for Connector-based Architecture Styles

Chengqi Zhang, Mingsheng Ying, Guoxin Su, 2012, 2012 Joint Working IEEE/IFIP Conference on Software Architecture and European Conference on Software Architecture.

POP algorithm: Kernel-based imputation to treat missing values in knowledge discovery from databases

Chengqi Zhang, Xiaofeng Zhu, Shichao Zhang, 2009, Expert Syst. Appl..

Support vector machines based on K-means clustering for real-time business intelligence systems

Xindong Wu, Chengqi Zhang, Jiaqi Wang, 2005, Int. J. Bus. Intell. Data Min..

Agent-Driven Data Mining

Philip S. Yu, Chengqi Zhang, Yanchang Zhao, 2010 .

Consistent Weighted Sampling Made More Practical

Chengqi Zhang, Bin Li, Ling Chen, 2017, WWW.

Proceedings of the Second International Conference on Data Science - Volume 9208

Philip S. Yu, Wei Huang, Chengqi Zhang, 2015 .

Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention for Sequence Modeling pdf

Chengqi Zhang, Sen Wang, Tao Shen, 2018, IJCAI.

Collective Classification via Discriminative Matrix Factorization on Sparsely Labeled Networks

Chengqi Zhang, Jie Yin, Xingquan Zhu, 2016, CIKM.

Propagating temporal relations of intervals by matrix

Chengqi Zhang, Shichao Zhang, Chengqi Zhang, 2002, Appl. Artif. Intell..

Discovery of video websites based on machine learning

Chengqi Zhang, Wenqian Shang, Wenqian Shang, 2012, 2012 International Conference on Computer Science and Information Processing (CSIP).

Proceedings of the 2005 international conference on Autonomous Intelligent Systems: agents and Data Mining

Chengqi Zhang, Vladimir Gorodetsky, Victor A. Skormin, 2005 .

Cost-sensitive classification with inadequate labeled data

Chengqi Zhang, Tao Wang, Shichao Zhang, 2012, Inf. Syst..

Collecting Quality Data for Database Mining

Chengqi Zhang, Shichao Zhang, Chengqi Zhang, 2001, Australian Joint Conference on Artificial Intelligence.

An Application of Fuzzy Cluster analysis to Matchmaking in Middle Agents

Zili Zhang, Chengqi Zhang, 2002, FSKD.

Unsupervised Feature Learning from Time Series

Chengqi Zhang, Hong Yang, Jia Wu, 2016, IJCAI.

Agent-based risk learning for computing systems

Xiaofeng Wang, Chengqi Zhang, Pradeep K. Khosla, 2000, Proceedings Fourth International Conference on MultiAgent Systems.

Identifying Interesting Patterns in Multidatabases

Chengqi Zhang, Jeffrey Xu Yu, Shichao Zhang, 2005, Classification and Clustering for Knowledge Discovery.

An improvement to matchmaking algorithms for middle agents

Zili Zhang, Chengqi Zhang, Zili Zhang, 2002, AAMAS '02.

Theoretical Evaluation of Ring-Based Architectural Model for Middle Agents in Agent-Based System

Chengqi Zhang, Longbing Cao, Chunsheng Li, 2003, ISMIS.

Mobile Agents for Admitting New Students to Institutions of China

Zili Zhang, Chengqi Zhang, Bin Li, 2000, ISCA Conference on Intelligent Systems.

Agent Services-Oriented Architectural Design of a Framework for Artificial Stock Markets

Chengqi Zhang, Longbing Cao, Jiarui Ni, 2006, AMT.

Evolutionary Optimization of Trading Strategies

Chengqi Zhang, Longbing Cao, Jiarui Ni, 2008, DMBiz@PAKDD.

Dynamic Value-Based Diagnosis System for Assembler Program

Li Lin, Chengqi Zhang, Yunfei Jiang, 2004 .

ENDL: A Logical Framework for Verifying Secure Transaction Protocols

Chengqi Zhang, Shichao Zhang, Qingfeng Chen, 2003, Knowledge and Information Systems.

A Verification Model for Electronic Transaction Protocols

Chengqi Zhang, Shichao Zhang, Qingfeng Chen, 2004, APWeb.

SocialAnalysis: A Real-Time Query and Mining System from Social Media Data Streams

Chengqi Zhang, Peng Zhang, Ling Chen, 2015, ADC.

Bi-Directional Block Self-Attention for Fast and Memory-Efficient Sequence Modeling pdf

Chengqi Zhang, Tao Shen, Tianyi Zhou, 2018, ICLR.

The Evolution of KDD: towards Domain-Driven Data Mining

Chengqi Zhang, Longbing Cao, Chengqi Zhang, 2007, Int. J. Pattern Recognit. Artif. Intell..

CLAP: Collaborative pattern mining for distributed information systems

Xindong Wu, Chengqi Zhang, Bin Li, 2011, Decis. Support Syst..

Data Mining Applications in Social Security

Chengqi Zhang, Yanchang Zhao, Longbing Cao, 2009 .

An Empirical Study of Bagging Predictors for Imbalanced Data with Different Levels of Class Distribution

Chengqi Zhang, Xingquan Zhu, Guohua Liang, 2011, Australasian Conference on Artificial Intelligence.

ON DATA STRUCTURES FOR ASSOCIATION RULE DISCOVERY

Chengqi Zhang, Shichao Zhang, Xiaowei Yan, 2007, Appl. Artif. Intell..

An efficient strategy for mining exceptions in multi-databases

Chengqi Zhang, Jeffrey Xu Yu, Shichao Zhang, 2004, Inf. Sci..

An Improvement Method of Duplicate Webpage Detection

Chengqi Zhang, Wenqian Shang, Yafeng Li, 2012, EMEIT 2012.

SNOC: Streaming Network Node Classification

Jian Pei, Chengqi Zhang, Ting Guo, 2014, 2014 IEEE International Conference on Data Mining.

Agent-Based Hybrid Intelligent Systems

Zili Zhang, Chengqi Zhang, Zili Zhang, 2004, Lecture Notes in Computer Science.

Approaches to implementing decision aggregation in multi-agent systems

Zili Zhang, Chengqi Zhang, Zili Zhang, 2001, International Conference on Computers and Their Applications.

Dynamic Affinity Graph Construction for Spectral Clustering Using Multiple Features

Nicu Sebe, Chengqi Zhang, Feiping Nie, 2018, IEEE Transactions on Neural Networks and Learning Systems.

Information Fusion and Decision Making for Utility-based Agents

Yuefeng Li, Chengqi Zhang, Chengqi Zhang, 2007 .

Cost-Sensitive Decision Trees with Multiple Cost Scales

Chengqi Zhang, Shichao Zhang, Zhenxing Qin, 2004, Australian Conference on Artificial Intelligence.

A Review for Weighted MinHash Algorithms pdf

Bin Li, Chengqi Zhang, Junbin Gao, 2018, IEEE Transactions on Knowledge and Data Engineering.

Mining for combined association rules on multiple datasets

Chengqi Zhang, Yanchang Zhao, Longbing Cao, 2007, DDDM '07.

MahiNet: A Neural Network for Many-Class Few-Shot Learning with Class Hierarchy

Chengqi Zhang, Lu Liu, Jing Jiang, 2018 .

An agent-based middleware for uniform operation in a heterogeneous database environment

Zili Zhang, Chengqi Zhang, Chunsheng Li, 2002 .

Revised Papers from the Second Australian Workshop on Distributed Artificial Intelligence: Multi-Agent Systems: Methodologies and Applications

Chengqi Zhang, Dickson Lukose, 1996 .

Learning colours from textures by sparse manifold embedding

Chengqi Zhang, Dacheng Tao, Wei Bian, 2011, Signal Process..

Optimized Parameters for Missing Data Imputation

Chengqi Zhang, Xiaofeng Zhu, Shichao Zhang, 2006, PRICAI.

TCSST: transfer classification of short & sparse text using external data

Chengqi Zhang, Ling Chen, Xingquan Zhu, 2012, CIKM.

Multi-Instance Learning with Discriminative Bag Mapping

Xindong Wu, Chengqi Zhang, Jia Wu, 2018, IEEE Transactions on Knowledge and Data Engineering.

ARMGA: IDENTIFYING INTERESTING ASSOCIATION RULES WITH GENETIC ALGORITHMS

Chengqi Zhang, Shichao Zhang, Xiaowei Yan, 2005, Appl. Artif. Intell..

The OSOAD Methodology for Open Complex Agent Systems

Chengqi Zhang, Longbing Cao, Ruwei Dai, 2005 .

Canonical Consistent Weighted Sampling for Real-Value Weighted Min-Hash

Chengqi Zhang, Bin Li, Ling Chen, 2016, 2016 IEEE 16th International Conference on Data Mining (ICDM).

Combined Association Rule Mining

Chengqi Zhang, Yanchang Zhao, Longbing Cao, 2008, PAKDD.

Empirical Study of Bagging Predictors on Medical Data

Chengqi Zhang, Guohua Liang, Guohua Liang, 2011, AusDM.

Search Efficient Binary Network Embedding pdf

Chengqi Zhang, Jie Yin, Xingquan Zhu, 2019, ACM Trans. Knowl. Discov. Data.

Adaptive Anomaly Detection of Coupled Activity Sequences

Chengqi Zhang, Longbing Cao, Yuming Ou, 2009, IEEE Intell. Informatics Bull..

A Novel Prototype Reduction Method for the K-Nearest Neighbor Algorithm with K >= 1

Chengqi Zhang, Longbing Cao, Tao Yang, 2010, PAKDD.

Post-mining: maintenance of association rules by weighting

Chengqi Zhang, Shichao Zhang, Xiaowei Yan, 2003, Inf. Syst..

MINING DEPENDENT PATTERNS IN PROBABILISTIC DATABASES

Chengqi Zhang, Jeffrey Xu Yu, Shichao Zhang, 2004, Cybern. Syst..

A platform for dynamic organization of agents in agent-based systems

Zili Zhang, Chengqi Zhang, Chunsheng Li, 2004, Proceedings. IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2004. (IAT 2004)..

Combining Structured Node Content and Topology Information for Networked Graph Clustering

Chengqi Zhang, Jia Wu, Ting Guo, 2017, ACM Trans. Knowl. Discov. Data.

Information-Based Cooperation in Multiple Agent Systems

Yuefeng Li, Chengqi Zhang, 1999, Australian Joint Conference on Artificial Intelligence.

Combining kNN Imputation and Bootstrap Calibrated: Empirical Likelihood for Incomplete Data Analysis

Chengqi Zhang, Shichao Zhang, Yongsong Qin, 2010, Int. J. Data Warehous. Min..

Detecting inconsistency in biological molecular databases using ontologies

Chengqi Zhang, Qingfeng Chen, Yi-Ping Phoebe Chen, 2007, Data Mining and Knowledge Discovery.

Identifying bridging rules between conceptual clusters

Xindong Wu, Chengqi Zhang, Shichao Zhang, 2006, KDD '06.

A scalable and robust framework for agent-based heterogeneous database operation

Zili Zhang, Chengqi Zhang, Chunsheng Li, 2003 .

Cooperative strategy for web data mining and cleaning

Yuefeng Li, Chengqi Zhang, Shichao Zhang, 2003, Appl. Artif. Intell..

Kernel-Based Multi-Imputation for Missing Data

Chengqi Zhang, Xiaofeng Zhu, Shichao Zhang, 2006, AMT.

Verifying the Purchase Request in SET Protocol

Chengqi Zhang, Shichao Zhang, Qingfeng Chen, 2003, APWeb.

A Unified Algebraic Structure for Uncertain Reasoning

Chengqi Zhang, Xudong Luo, 1996, PRICAI.

A model for compressing probabilities in belief networks

Chengqi Zhang, Shichao Zhang, 2001, Informatica.

Efficient Mining of Event-Oriented Negative Sequential Rules

Chengqi Zhang, Yanchang Zhao, Longbing Cao, 2008, 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology.

Class Association Rule Mining with Multiple Imbalanced Attributes

Chengqi Zhang, Yanchang Zhao, Longbing Cao, 2007, Australian Conference on Artificial Intelligence.

A framework for merging inconsistent beliefs in security protocol analysis

Chengqi Zhang, Shichao Zhang, Qingfeng Chen, 2005, International Workshop on Data Engineering Issues in E-Commerce.

Intelligence Metasynthesis in Building Business Intelligence Systems

Chengqi Zhang, Longbing Cao, Ruwei Dai, 2006, WImBI.

Multi-Graph Learning with Positive and Unlabeled Bags

Chengqi Zhang, Zhibin Hong, Jia Wu, 2014, SDM.

Rating Knowledge Sharing in Cross-Domain Collaborative Filtering

Chengqi Zhang, Bin Li, Ruijiang Li, 2015, IEEE Transactions on Cybernetics.

Data Mining for Business Applications

Philip S. Yu, Chengqi Zhang, Longbing Cao, 2010, Frontiers in Artificial Intelligence and Applications.

Information sharing between heterogeneous uncertain reasoning models in a multi-agent environment: a case study

Chengqi Zhang, Xudong Luo, Ho-fung Leung, 2001, Int. J. Approx. Reason..

Probabilistic Reasoning of Inconsistent Belief in Protocol Analysis

Chengqi Zhang, Qingfeng Chen, Yi-Ping Phoebe Chen, 2007 .

GBKII: An Imputation Method for Missing Values

Chengqi Zhang, Xiaofeng Zhu, Shichao Zhang, 2007, PAKDD.

Identifying Approximate Itemsets of Interest in Large Databases

Geoffrey I. Webb, Chengqi Zhang, Shichao Zhang, 2004, Applied Intelligence.

An Efficient Implementation of the Backtesting of Trading Strategies

Chengqi Zhang, Jiarui Ni, 2005, ISPA.

Adversarially Regularized Graph Autoencoder pdf

Lina Yao, Chengqi Zhang, Ruiqi Hu, 2018, ArXiv.

Methodologies of Solution Synthesis in Distributed Expert Systems

Chengqi Zhang, Minjie Zhang, 1996, DAI.

An agent-based hybrid framework for database mining

Zili Zhang, Chengqi Zhang, Shichao Zhang, 2003, Appl. Artif. Intell..

Cross-View Feature Hashing for Image Retrieval

Chengqi Zhang, Bin Li, Ling Chen, 2016, PAKDD.

Selected Papers from the 4th Australian Workshop on Distributed Artificial Intelligence, Multi-Agent Systems: Theories, Languages, and Applications

Chengqi Zhang, Dickson Lukose, 1998 .

A Comprehensive Survey on Graph Neural Networks

Philip S. Yu, Chengqi Zhang, Shirui Pan, 2019, IEEE Transactions on Neural Networks and Learning Systems.

A Multiple System Performance Monitoring Model for Web Services

Chengqi Zhang, Yong Yang, Dan Luo, 2010, ADMI.

User Profile Preserving Social Network Embedding

Chengqi Zhang, Jie Yin, Xingquan Zhu, 2017, IJCAI.

Definition and Application of a Comprehensive Framework for Distributed Problem Solving

Chengqi Zhang, Hongxia Yang, 1995, DAI.

Considering agents track records in matchmaking of middle agents

Chengqi Zhang, Zili Zhang, Zili Zhang, 2001 .

Debt Detection in Social Security by Sequence Classification Using Both Positive and Negative Patterns

Jian Pei, Chengqi Zhang, Yanchang Zhao, 2009, ECML/PKDD.

Multi-graph-view subgraph mining for graph classification

Chengqi Zhang, Zhibin Hong, Jia Wu, 2016, Knowledge and Information Systems.

A Database-Independent Strategy for Confidence Determination

Chengqi Zhang, Shichao Zhang, Xiaowei Yan, 2003, SEKE.

KBSVM: KMeans-based SVM for Business Intelligence

Chengqi Zhang, Jiaqi Wang, 2004, AMCIS.

F-trade: an agent-mining symbiont for financial services

Chengqi Zhang, Longbing Cao, Chengqi Zhang, 2007, AAMAS '07.

A Database-Independent Approach of Mining Association Rules with Genetic Algorithm

Chengqi Zhang, Shichao Zhang, Xiaowei Yan, 2003, IDEAL.

An ADL-Approach to Specifying and Analyzing Centralized-Mode Architectural Connection

Chengqi Zhang, Mingsheng Ying, Guoxin Su, 2010, ECSA.

The Weighting Issue in Fuzzy Logic

Chengqi Zhang, Xudong Luo, Jingqiu Cai, 1997, Informatica.

A Method for Combining Interval Structures

Yuefeng Li, Chengqi Zhang, 1998 .

Agent services-based infrastructure for online assessment of trading strategies

Li Lin, Chengqi Zhang, Longbing Cao, 2004, Proceedings. IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2004. (IAT 2004)..

Nested Subtree Hash Kernels for Large-Scale Graph Classification over Streams

Chengqi Zhang, Bin Li, Xingquan Zhu, 2012, 2012 IEEE 12th International Conference on Data Mining.

Flexible Frameworks for Actionable Knowledge Discovery

Chengqi Zhang, Yanchang Zhao, Longbing Cao, 2010, IEEE Transactions on Knowledge and Data Engineering.

Ubiquitous Intelligence in Agent Mining

Chengqi Zhang, Longbing Cao, Dan Luo, 2009, ADMI.

Attributed network embedding via subspace discovery

Chengqi Zhang, Jie Yin, Xingquan Zhu, 2019, Data Mining and Knowledge Discovery.

Any-Cost Discovery: Learning Optimal Classification Rules

Chengqi Zhang, Xiaofeng Zhu, Ailing Ni, 2005, Australian Conference on Artificial Intelligence.

A Hybrid Model for Sharing Information Between Fuzzy, Uncertain and Default Reasoning Models in Multi-agent Systems

Chengqi Zhang, Nicholas R. Jennings, Xudong Luo, 2002, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

Distributed Artificial Intelligence Architecture and Modelling

Chengqi Zhang, Dickson Lukose, 1995, Lecture Notes in Computer Science.

Efficient Attributed Network Embedding via Recursive Randomized Hashing

Chengqi Zhang, Bin Li, Ling Chen, 2018, IJCAI.

A Platform to Integrate well-log Information Application on heterogeneous Environments

Chengqi Zhang, C Li, D Cheng, 2004 .

Against-Expectation Pattern Discovery: Identifying Interactions within Items with Large Relative-Contrasts in Databases

Chengqi Zhang, Dingrong Yuan, Xiaofang You, 2010, IEEE Intell. Informatics Bull..

Approaches to Intelligent Agents, Second Pacific Rim International Workshop on Multi-Agents, PRIMA '99, Kyoto, Japan, December 2-3, 1999, Proceedings

Chengqi Zhang, 中島秀之, 1999, PRIMA.

Modeling Temporal Semantics of Data

Chengqi Zhang, S Zhang, Z Qin, 2003 .

Using propensity scores to predict the kinases of unannotated phosphopeptides

Chengqi Zhang, Lusheng Wang, Jinyan Li, 2017, Knowl. Based Syst..

Introduction to the Special Issue on Learning in Intelligent Algorithms and Systems Design

Ling Guan, Chengqi Zhang, Zheru Chi, 1999, Journal of Advanced Computational Intelligence and Intelligent Informatics.

Open Giant Intelligent Information Systems and Its Multiagent-Oriented System Design

Chengqi Zhang, Longbing Cao, Ruwei Dai, 2003, Software Engineering Research and Practice.

Mining Both Positive and Negative Association Rules

Xindong Wu, Chengqi Zhang, Shichao Zhang, 2002, ICML.

Temporal Feature Selection on Networked Time Series pdf

Chengqi Zhang, Jia Wu, Peng Zhang, 2016, ArXiv.

Modeling Location-Based User Rating Profiles for Personalized Recommendation

Chengqi Zhang, Zhiting Hu, Hongzhi Yin, 2015, ACM Trans. Knowl. Discov. Data.

Clustering High-Dimensional Data with Low-Order Neighbors

Chengqi Zhang, Yanchang Zhao, Yi-Dong Shen, 2004, IEEE/WIC/ACM International Conference on Web Intelligence (WI'04).

Noisy but non-malicious user detection in social recommender systems

Chengqi Zhang, Bin Li, Ling Chen, 2012, World Wide Web.

Guest Editors' Introduction: Information Enhancement for Data Mining

Chengqi Zhang, Qiang Yang, Shichao Zhang, 2004, IEEE Intell. Syst..

Combining Support Vector Machines and the t-statistic for Gene Selection in DNA Microarray Data Analysis

Chengqi Zhang, Longbing Cao, Vojislav Kecman, 2010, PAKDD.

An Agent-Based Hybrid Intelligent System for Financial Investment Planning

Zili Zhang, Chengqi Zhang, 2002, PRICAI.

Tri-Party Deep Network Representation

Chengqi Zhang, Yang Wang, Jia Wu, 2016, IJCAI.

Protecting Location Privacy in Spatial Crowdsourcing using Encrypted Data

Chengqi Zhang, Ling Chen, Ying Zhang, 2017, EDBT.

Uncertainty Issues in Secure Messages

Shichao Zhang, Chengqi Zhang, Qingfeng Chen, 2008 .

Identifying Global Exceptional Patterns in Multi-database Mining

Chengqi Zhang, Shichao Zhang, Meiling Liu, 2004, IEEE Intell. Informatics Bull..

Proceedings of the 10th IEEE International Conference on Data Mining (ICDM)

Xindong Wu, Geoffrey I. Webb, Chengqi Zhang, 2010 .

Transformation between the EMYCIN Model and the Bayesian Network

Chengqi Zhang, Xudong Luo, 1997, Agents and Multi-Agent Systems Formalisms, Methodologies, and Applications.

Mining frequent serial episodes over uncertain sequence data

Chengqi Zhang, Li Wan, Ling Chen, 2013, EDBT '13.

An improved critical diagnosis reasoning method

Yue Xu, Chengqi Zhang, 1996, Proceedings Eighth IEEE International Conference on Tools with Artificial Intelligence.

Multi-agent systems : methodologies and applications : Second Australian Workshop on Distributed Artificial Intelligence, Cairns, QLD, Australia, August 27, 1996 : selected papers

Chengqi Zhang, Dickson Lukose, 1997 .

Graph Ensemble Boosting for Imbalanced Noisy Graph Stream Classification

Chengqi Zhang, Jia Wu, Shirui Pan, 2015, IEEE Transactions on Cybernetics.

An improved model-based method to test circuit faults

Chengqi Zhang, Xiaochun Cheng, Dantong Ouyang, 2005, Theor. Comput. Sci..

Attribute weighting: How and when does it work for Bayesian Network Classification

Chengqi Zhang, Jia Wu, Zhihua Cai, 2014, 2014 International Joint Conference on Neural Networks (IJCNN).

Adversarially Regularized Graph Autoencoder

Lina Yao, Chengqi Zhang, Ruiqi Hu, 2018, IJCAI.

Ontology-based integration of business intelligence

Chengqi Zhang, Longbing Cao, Jiming Liu, 2006, Web Intell. Agent Syst..

SINE: Scalable Incomplete Network Embedding

Chengqi Zhang, Jie Yin, Xingquan Zhu, 2018, 2018 IEEE International Conference on Data Mining (ICDM).

High quality 3D reconstruction of indoor environments using RGB-D sensors

Jun Wang, Chengqi Zhang, Shoudong Huang, 2017, 2017 12th IEEE Conference on Industrial Electronics and Applications (ICIEA).

Domain-Driven Data Mining: Methodologies and Applications

Chengqi Zhang, Longbing Cao, Chengqi Zhang, 2006, AMT.

Exception Mining on Multiple Time Series in Stock Market

Chengqi Zhang, Yanchang Zhao, Longbing Cao, 2008, 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology.

Graph stream classification using labeled and unlabeled graphs

Philip S. Yu, Chengqi Zhang, Shirui Pan, 2013, 2013 IEEE 29th International Conference on Data Engineering (ICDE).

Local Pattern Analysis

Shichao Zhang, Chengqi Zhang, Xindong Wu, 2004 .

Open Issues and Prospects

Philip S. Yu, Chengqi Zhang, Yanchang Zhao, 2010 .

Improved Consistent Weighted Sampling Revisited

Philip S. Yu, Chengqi Zhang, Bin Li, 2017, IEEE Transactions on Knowledge and Data Engineering.

Active Learning without Knowing Individual Instance Labels: A Pairwise Label Homogeneity Query Approach

Chengqi Zhang, Bin Li, Xingquan Zhu, 2014, IEEE Transactions on Knowledge and Data Engineering.

Query languages for 1NF temporal databases

Shichao Zhang, Chengqi Zhang, 1997, TENCON '97 Brisbane - Australia. Proceedings of IEEE TENCON '97. IEEE Region 10 Annual Conference. Speech and Image Technologies for Computing and Telecommunications (Cat. No.97CH36162).

MetaGraph2Vec: Complex Semantic Path Augmented Heterogeneous Network Embedding pdf

Chengqi Zhang, Jie Yin, Xingquan Zhu, 2018, PAKDD.

Potential Cases, Methodologies, and Strategies of Synthesis of Solutions in Distributed Expert Systems

Chengqi Zhang, Minjie Zhang, Minjie Zhang, 1999, IEEE Trans. Knowl. Data Eng..

Association Rules in Small Databases

Shichao Zhang, Chengqi Zhang, 2002 .

Exploring Features for Complicated Objects: Cross-View Feature Selection for Multi-Instance Learning

Chengqi Zhang, Zhibin Hong, Jia Wu, 2014, CIKM.

PerSentiment: A Personalized Sentiment Classification System for Microblog Users

Wei Gao, Daling Wang, Shi Feng, 2016, WWW.

The effect of varying levels of class distribution on bagging for different algorithms: An empirical study

Chengqi Zhang, Xingquan Zhu, Guohua Liang, 2012, International Journal of Machine Learning and Cybernetics.

Missing or absent? A Question in Cost-sensitive Decision Tree

Chengqi Zhang, Shichao Zhang, Zhenxing Qin, 2006, AMT.

Multi-Instance Learning from Positive and Unlabeled Bags

Chengqi Zhang, Jia Wu, Zhihua Cai, 2014, PAKDD.

Developing Actionable Trading Strategies for Trading Agents

Chengqi Zhang, Longbing Cao, Chao Luo, 2007, 2007 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT'07).

An Agent-Based Soft Computing Society

Zili Zhang, Chengqi Zhang, Ong Swee San, 2000, Rough Sets and Current Trends in Computing.

Learning Colours from Textures by Sparse Manifold Embedding

Chengqi Zhang, Dacheng Tao, Wei Bian, 2011, Australasian Conference on Artificial Intelligence.

Agents and Data Mining: Mutual Enhancement by Integration

Zili Zhang, Chengqi Zhang, Longbing Cao, 2005, AIS-ADM.

Vague One-Class Learning for Data Streams

Xindong Wu, Chengqi Zhang, Xingquan Zhu, 2009, 2009 Ninth IEEE International Conference on Data Mining.

Recommendation vs Sentiment Analysis: A Text-Driven Latent Factor Model for Rating Prediction with Cold-Start Awareness

Wei Gao, Kam-Fai Wong, Daling Wang, 2017, IJCAI.

Association Rule Mining

Chengqi Zhang, Shichao Zhang, Chengqi Zhang, 2002, Lecture Notes in Computer Science.

Multi-Graph-View Learning for Complicated Object Classification

Chengqi Zhang, Jia Wu, Zhihua Cai, 2015, IJCAI.

Result fusion in multi-agent systems based on OWA operator

Zili Zhang, Chengqi Zhang, 2000, Proceedings 23rd Australasian Computer Science Conference. ACSC 2000 (Cat. No.PR00518).

Joint Structure Feature Exploration and Regularization for Multi-Task Graph Classification

Philip S. Yu, Chengqi Zhang, Jia Wu, 2016, IEEE Transactions on Knowledge and Data Engineering.

Isomorphic transformations of uncertainties for incorporating EMYCIN-style and PROSPECTOR-style systems into a distributed expert system

Chengqi Zhang, Xudong Luo, 2008, Journal of Computer Science and Technology.

Mining Very Large Databases Using Software Agents

Chengqi Zhang, Shichao Zhang, Xiaowei Yan, 2002, ICMLA.

A Specification Language for Coordination in Agent Systems

Chengqi Zhang, Longbing Cao, Chao Luo, 2007, 2007 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT'07).

Task Sensitive Feature Exploration and Learning for Multitask Graph Classification

Chengqi Zhang, Jia Wu, Shirui Pan, 2017, IEEE Transactions on Cybernetics.

Identifying Software Component Association With Genetic Algorithm

Chengqi Zhang, Shichao Zhang, Xiaowei Yan, 2004, Int. J. Softw. Eng. Knowl. Eng..

Design and Applications of Intelligent Agents

Chengqi Zhang, Von-Wun Soo, V. Soo, 2001, Lecture Notes in Computer Science.

Exploring Heterogeneous Product Networks for Discovering Collective Marketing Hyping Behavior

Chengqi Zhang, Peng Zhang, Guodong Long, 2016, PAKDD.

Deep Reinforcement Learning with Transformers for Text Adventure Games

Chengqi Zhang, Yang Wang, Ling Chen, 2020, 2020 IEEE Conference on Games (CoG).

Building agent-based hybrid intelligent systems: A case study

Zili Zhang, Chengqi Zhang, Zili Zhang, 2007, Web Intell. Agent Syst..

Knowledge actionability: satisfying technical and business interestingness

Chengqi Zhang, Longbing Cao, Dan Luo, 2007, Int. J. Bus. Intell. Data Min..

Description and treatment of deadlocks in the Hecodes distributed expert system

Chengqi Zhang, David A. Bell, 1990, IEEE Trans. Syst. Man Cybern..

A fuzzy logic based method to acquire user threshold of minimum-support for mining association rules

Chengqi Zhang, Shichao Zhang, Jingli Lu, 2004, Inf. Sci..

An approach to digitizing and managing well-logging parameter graphs with agent-based perspective

Chengqi Zhang, Mei Wang, Chunsheng Li, 2003, IEEE/WIC International Conference on Intelligent Agent Technology, 2003. IAT 2003..

Efficient Attribute Reduction Based on Discernibility Matrix

Bingru Yang, Chengqi Zhang, Wei Song, 2007, RSKT.

Open Giant Intelligent Information Systems and Its Agent-Oriented Analysis and Design

Chengqi Zhang, Longbing Cao, Ruwei Dai, 2003, SEKE.

Mining small databases by collecting knowledge

Chengqi Zhang, Shichao Zhang, 2001, Proceedings Seventh International Conference on Database Systems for Advanced Applications. DASFAA 2001.

Challenges and Trends

Philip S. Yu, Chengqi Zhang, Yanchang Zhao, 2010 .

A Neural Network Diagnosis Model without Disorder Independence Assumption

Yue Xu, Chengqi Zhang, 1998, PRICAI.

Exploring Consensus RNA Substructural Patterns Using Subgraph Mining

Chengqi Zhang, Lusheng Wang, Jinyan Li, 2017, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Information-based cooperation in multiple agent systems: Extended summary

Yuefeng Li, Chengqi Zhang, 1999 .

Dynamic Focus Strategies for Electronic Trade Execution in Limit Order Markets

Chengqi Zhang, Jiaqi Wang, 2006, The 8th IEEE International Conference on E-Commerce Technology and The 3rd IEEE International Conference on Enterprise Computing, E-Commerce, and E-Services (CEC/EEE'06).

Proceedings of the Third Pacific Rim International Workshop on Multi-Agents: Design and Applications of Intelligent Agents

Chengqi Zhang, Von-Wun Soo, 2000 .

4 Agent-Oriented Methodologies

Chengqi Zhang, Zili Zhang, 2004 .

Towards Anomalous Diffusion Sources Detection in a Large Network

Jing He, Guangyan Huang, Chengqi Zhang, 2016, ACM Trans. Internet Techn..

The Visualization of Large Database in Stock Market

Li Lin, Chengqi Zhang, Longbing Cao, 2005, Databases and Applications.

Boosting for graph classification with universum

Chengqi Zhang, Jia Wu, Shirui Pan, 2016, Knowledge and Information Systems.

CFOND: Consensus Factorization for Co-Clustering Networked Data

Chengqi Zhang, Ting Guo, Shirui Pan, 2019, IEEE Transactions on Knowledge and Data Engineering.

Synthesizing Local Patterns by Weighting

Xindong Wu, Shichao Zhang, Chengqi Zhang, 2004 .

An Agent-based Soft Computing Society with Applications in Financial Investment Planning

Chengqi Zhang, Zili Zhang, Zili Zhang, 2003 .

Cross-Domain Collaborative Filtering over Time

Xindong Wu, Chengqi Zhang, Bin Li, 2011, IJCAI.

An efficient and simple under-sampling technique for imbalanced time series classification

Chengqi Zhang, Guohua Liang, Guohua Liang, 2012, CIKM.

Inferring Latent Network from Cascade Data for Dynamic Social Recommendation

Chengqi Zhang, Ivor W. Tsang, Jia Wu, 2016, 2016 IEEE 16th International Conference on Data Mining (ICDM).

Synthesis of Solutions in Distributed Expert Systems

Chengqi Zhang, Minjie Zhang, 2007 .

A platform for dynamic organization of agents in agent-based systems

Chengqi Zhang, Chunsheng Li, Zili Zhang, 2004 .

Fuzzy genetic algorithms for pairs mining

Chengqi Zhang, Longbing Cao, Dan Luo, 2006 .

TrGraph: Cross-Network Transfer Learning via Common Signature Subgraphs

Chengqi Zhang, Jie Yin, Xingquan Zhu, 2015, IEEE Transactions on Knowledge and Data Engineering.

Cleansing Noisy Data Streams

Xindong Wu, Chengqi Zhang, Yong Shi, 2008, 2008 Eighth IEEE International Conference on Data Mining.

Intelligent Strategies for Pathway Mining

Chengqi Zhang, Qingfeng Chen, Baoshan Chen, 2014, Lecture Notes in Computer Science.

Computing the minimum-support for mining frequent patterns

Xindong Wu, Chengqi Zhang, Shichao Zhang, 2008, Knowledge and Information Systems.

A Probability Data Model and its Semantics

Chengqi Zhang, Shichao Zhang, 2003, J. Res. Pract. Inf. Technol..

Systematic Engineering in Designing Architecture of Telecommunications Business Intelligence System

Chengqi Zhang, Longbing Cao, Chao Luo, 2003, HIS.

Reasoning with Multimedia Information Using Symbolic Projection

Zili Zhang, Chengqi Zhang, 2001, Australian Joint Conference on Artificial Intelligence.

A Human-Friendly MAS for Mining Stock Data

Chengqi Zhang, Jiarui Ni, 2006, 2006 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology Workshops.

Proceedings of the Workshops on Commonsense Reasoning, Intelligent Agents, and Distributed Artificial Intelligence: Agents and Multi-Agent Systems Formalisms, Methodologies, and Applications

Chengqi Zhang, Maurice Pagnucco, Wayne Wobcke, 1997 .

One-class learning and concept summarization for data streams

Philip S. Yu, Chengqi Zhang, Wei Ding, 2011, Knowledge and Information Systems.

Deep Learning From Noisy Image Labels With Quality Embedding

Jun Sun, Chengqi Zhang, Ivor W. Tsang, 2017, IEEE Transactions on Image Processing.

CONFIDENCE METRICS FOR ASSOCIATION RULE MINING

Chengqi Zhang, Shichao Zhang, Xiaowei Yan, 2009, Appl. Artif. Intell..

Causality in Databases

Shichao Zhang, Chengqi Zhang, 2002 .

An Empirical Study of Bagging Predictors for Different Learning Algorithms

Chengqi Zhang, Xingquan Zhu, Guohua Liang, 2011, AAAI.

Mining Probabilistic Representative Frequent Patterns From Uncertain Data

Chengqi Zhang, Ling Chen, Chunyang Liu, 2013, SDM.

Integration of Business Intelligence Based on Three-Level Ontology Services

Chengqi Zhang, Longbing Cao, Chao Luo, 2004, IEEE/WIC/ACM International Conference on Web Intelligence (WI'04).

Agent-Based Subspace Clustering

Wei Cao, Chengqi Zhang, Yanchang Zhao, 2011, PAKDD.

Application of MAS in Implementing Rational IP Routers on the Priced Internet

Chengqi Zhang, Hongxia Yang, Chengqi Zhang, 1996, DAI.

A Serving Agent for Integrating Soft Computing and Software Agents

Zili Zhang, Chengqi Zhang, 1999, Australian Joint Conference on Artificial Intelligence.

Data Mining and Multi-database Mining

Xindong Wu, Shichao Zhang, Chengqi Zhang, 2004 .

Identifying Exceptional Patterns in Multi-Databases

Chengqi Zhang, Shichao Zhang, Zhenxing Qin, 2002, FSKD.

Discovering Interesting Association Rules by Clustering

Chengqi Zhang, Yanchang Zhao, Shichao Zhang, 2004, Australian Conference on Artificial Intelligence.

2007 International Workshop on Domain Driven Data Mining

Chengqi Zhang, Longbing Cao, Graham J. Williams, 2007, KDD '07.

Heterogeneous Transformation of Uncertainties of Propositions Among Inexact Reasoning Models

Chengqi Zhang, 1994, IEEE Trans. Knowl. Data Eng..

Binarized attributed network embedding

Chengqi Zhang, Hong Yang, Ling Chen, 2018, 2018 IEEE International Conference on Data Mining (ICDM).

D 3 M AKD Frameworks

Philip S. Yu, Chengqi Zhang, Yanchang Zhao, 2010 .

Post-processing of multimedia information - concents, problems, and techniques

Zili Zhang, Chengqi Zhang, 2001, Computers and Their Applications.

Mining Impact-Targeted Activity Patterns in Imbalanced Data

Chengqi Zhang, Yanchang Zhao, Longbing Cao, 2008, IEEE Transactions on Knowledge and Data Engineering.

Database clustering for mining multi-databases

Shichao Zhang, Chengqi Zhang, 2002, 2002 IEEE World Congress on Computational Intelligence. 2002 IEEE International Conference on Fuzzy Systems. FUZZ-IEEE'02. Proceedings (Cat. No.02CH37291).

Pattern Discovery in Probabilistic Databases

Chengqi Zhang, Shichao Zhang, 2001, Australian Joint Conference on Artificial Intelligence.

Fast Directional Self-Attention Mechanism pdf

Chengqi Zhang, Tao Shen, Tianyi Zhou, 2018, ArXiv.

Toward databases mining: Pre-processing collected data

Chengqi Zhang, Shichao Zhang, Xiaowei Yan, 2003, Appl. Artif. Intell..

Constructing hybrid intelligent systems for data mining from agent perspectives

Chengqi Zhang, Zili Zhang, Zili Zhang, 2004 .

Proceedings of the First Australian Workshop on DAI: Distributed Artificial Intelligence: Architecture and Modelling

Chengqi Zhang, Dickson Lukose, 1995 .

An Agent-Based Hybrid System for Microarray Data Analysis

Zili Zhang, Xindong Wu, Chengqi Zhang, 2009, IEEE Intelligent Systems.

Scalable big graph processing in MapReduce

Chengqi Zhang, Hong Cheng, Jeffrey Xu Yu, 2014, SIGMOD Conference.

An agent-based framework for petroleum information services from distributed heterogeneous data resources

Zili Zhang, Chengqi Zhang, Chunsheng Li, 2002, Ninth Asia-Pacific Software Engineering Conference, 2002..

Cost-Sensitive Parallel Learning Framework for Insurance Intelligence Operation

Chengqi Zhang, Fei Xiong, Jing Jiang, 2019, IEEE Transactions on Industrial Electronics.

Defragging Subgraph Features for Graph Classification

Chengqi Zhang, Ivor W. Tsang, Peng Zhang, 2015, CIKM.

Co-clustering enterprise social networks

Chengqi Zhang, Ruiqi Hu, Shirui Pan, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

Domain-Driven Local Exceptional Pattern Mining for Detecting Stock Price Manipulation

Chengqi Zhang, Longbing Cao, Chao Luo, 2008, PRICAI.

Online diffusion source detection in social networks

Chengqi Zhang, Huan Liu, Peng Zhang, 2015, 2015 International Joint Conference on Neural Networks (IJCNN).

The Fish-eye Visualization of Foreign Currency Exchange Data Streams

Li Lin, Chengqi Zhang, Longbing Cao, 2005, APVIS.

Genetic Algorithms for Robust Optimization in Financial Applications

Li Lin, Chengqi Zhang, Longbing Cao, 2005, Computational Intelligence.

Dual instance and attribute weighting for Naive Bayes classification

Chengqi Zhang, Jia Wu, Zhihua Cai, 2014, 2014 International Joint Conference on Neural Networks (IJCNN).

Engineering Open Complex Agent Systems: A Case Study

MengChu Zhou, Chengqi Zhang, Longbing Cao, 2008, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

Efficient mining of both positive and negative association rules

Xindong Wu, Chengqi Zhang, Shichao Zhang, 2004, TOIS.

Post-mining of Association Rules: Techniques for Effective Knowledge Extraction

Chengqi Zhang, Yanchang Zhao, Longbing Cao, 2009 .

Global and Local Influence-based Social Recommendation

Chengqi Zhang, Hong Yang, Jia Wu, 2016, CIKM.

Database classification for multi-database mining

Xindong Wu, Chengqi Zhang, Shichao Zhang, 2005, Inf. Syst..

An Empirical Evaluation of Bagging with Different Algorithms on Imbalanced Data

Chengqi Zhang, Guohua Liang, 2011, ADMA.

Intelligent Agent

Zili Zhang, Chengqi Zhang, 2008, Wiley Encyclopedia of Computer Science and Engineering.

Testing Adaptive Local Hyperplane for multi-class classification by double cross-validation

Chengqi Zhang, Longbing Cao, Vojislav Kecman, 2010, The 2010 International Joint Conference on Neural Networks (IJCNN).

Applications of Data Mining in Protocol Analysis

Shichao Zhang, Chengqi Zhang, Qingfeng Chen, 2008 .

Salient Subsequence Learning for Time Series Clustering

Chengqi Zhang, Peng Zhang, Guodong Long, 2019, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Activity Mining: from Activities to Actions

Chengqi Zhang, Yanchang Zhao, Longbing Cao, 2008, Int. J. Inf. Technol. Decis. Mak..

Prototype Propagation Networks (PPN) for Weakly-supervised Few-shot Learning on Category Graph

Lina Yao, Chengqi Zhang, Lu Liu, 2019, IJCAI.

Active Class Discovery and Learning for Networked Data

Chengqi Zhang, Jie Yin, Xingquan Zhu, 2013, SDM.

Multi-Database Mining

Xindong Wu, Chengqi Zhang, Shichao Zhang, 2003, IEEE Intell. Informatics Bull..

Enhancing grid-density based clustering for high dimensional data

Chengqi Zhang, Yanchang Zhao, Shichao Zhang, 2011, J. Syst. Softw..

Domain-Driven, Actionable Knowledge Discovery

David Taniar, Philip S. Yu, Chengqi Zhang, 2007, IEEE Intelligent Systems.

Efficient Mining of Both Positive and

Xindong Wu, Shichao Zhang, Chengqi Zhang, 2004 .

Group Pattern Discovery Systems for Multiple Data Sources

Shichao Zhang, Chengqi Zhang, 2005 .

Discovering causality in large databases

Chengqi Zhang, Shichao Zhang, Chengqi Zhang, 2002, Appl. Artif. Intell..

Learning Graph Embedding With Adversarial Training Methods

Chengqi Zhang, Jing Jiang, Ruiqi Hu, 2019, IEEE Transactions on Cybernetics.

Developing Actionable Trading Strategies for Trading Agents

Chengqi Zhang, 2009, Web Intelligence.

Association-Based Segmentation for Chinese-Crossed Query Expansion

Chengqi Zhang, Zhenxing Qin, Xiaowei Yan, 2005, IEEE Intell. Informatics Bull..

Towards Mining Trapezoidal Data Streams

Xindong Wu, Chengqi Zhang, Wei Ding, 2015, 2015 IEEE International Conference on Data Mining.

Anytime mining for multiuser applications

Chengqi Zhang, Shichao Zhang, Chengqi Zhang, 2002, IEEE Trans. Syst. Man Cybern. Part A.

Semi-supervised Variable Weighting for Clustering

Chengqi Zhang, Ling Chen, 2011, SDM.

Artificial Intelligence, AI'94: Sowing the Seeds for the Future: Proceedings of the 7th Australian Joint Conference on Artificial Intelligence: Armida

Chengqi Zhang, D. Lukose, J. Debenham, 1994 .

Estimating confidence intervals for structural differences between contrast groups with missing data

Chengqi Zhang, Xiaofeng Zhu, Shichao Zhang, 2009, Expert Syst. Appl..

XEvent: An Event Notification System over Distributed Hash Table (DHT) Networks

Chengqi Zhang, Ruili Wang, Weixiong Rao, 2005, IEEE Intell. Informatics Bull..

Secure Transaction Protocol Analysis: Models and Applications

Chengqi Zhang, Shichao Zhang, Qingfeng Chen, 2008, Lecture Notes in Computer Science.

Self-adaptive attribute weighting for Naive Bayes classification

Chengqi Zhang, Jia Wu, Zhihua Cai, 2015, Expert Syst. Appl..

The Verification Logic for Secure Transaction Protocols

Chengqi Zhang, Q Chen, 2002 .

Indexing by conditional association semantics

Chengqi Zhang, Zx Qin, Xw Yan, 2003 .

2 Basics of Hybrid Intelligent Systems

Zili Zhang, Chengqi Zhang, 2004 .

Agent-Based Distributed Data Mining: A Survey

Chengqi Zhang, Yong Yang, Vladimir Gorodetsky, 2009, Data Mining and Multi-agent Integration.

A Decremental Algorithm for Maintaining Frequent Itemsets in Dynamic Databases

Xindong Wu, Chengqi Zhang, Shichao Zhang, 2005, DaWaK.

Matching dominance: capture the semantics of dominance for multi-dimensional uncertain objects

Chengqi Zhang, Muhammad Aamir Cheema, Xuemin Lin, 2014, SSDBM '14.

Homophily, Structure, and Content Augmented Network Representation Learning

Chengqi Zhang, Jie Yin, Xingquan Zhu, 2016, 2016 IEEE 16th International Conference on Data Mining (ICDM).

Time-Variant Graph Classification

Chengqi Zhang, Jia Wu, Yixin Chen, 2016, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

Measuring the Uncertainty of Differences for Contrasting Groups

Xindong Wu, Chengqi Zhang, Xiaofeng Zhu, 2007, AAAI.

An Axiom Foundation for Uncertain Reasonings in Rule-Based Expert Systems: NT-Algebra

Chengqi Zhang, Xudong Luo, 2013, Knowledge and Information Systems.

Discovering Debtor Patterns of Centrelink Customers

Chengqi Zhang, Yanchang Zhao, Longbing Cao, 2006, AusDM.

A time framework for temporal databases

Shichao Zhang, Chengqi Zhang, Chengqi Zhang, 1997, TENCON '97 Brisbane - Australia. Proceedings of IEEE TENCON '97. IEEE Region 10 Annual Conference. Speech and Image Technologies for Computing and Telecommunications (Cat. No.97CH36162).

Convex Sparse PCA for Unsupervised Feature Learning

Chengqi Zhang, Yi Yang, Feiping Nie, 2014, ACM Trans. Knowl. Discov. Data.

Integrative early requirements analysis for agent-based systems

Chengqi Zhang, Longbing Cao, Dan Luo, 2004, Fourth International Conference on Hybrid Intelligent Systems (HIS'04).

Agent services-oriented architectural design of open complex agent systems

Chengqi Zhang, Longbing Cao, Jiarui Ni, 2005, IEEE/WIC/ACM International Conference on Intelligent Agent Technology.

An agent-based curve-digitizing system for well-logging data management

Chengqi Zhang, Mei Wang, Chunsheng Li, 2003, Proceedings ITCC 2003. International Conference on Information Technology: Coding and Computing.

Using ENDL to Verify Cardholder Registration in SET Protocol

Chengqi Zhang, Qingfeng Chen, 2002 .

Domain-driven in-depth pattern discovery: A practical methodology

Chengqi Zhang, Longbing Cao, R Schurmann, 2005 .

Cost-sensitive Hybrid Neural Networks for Heterogeneous and Imbalanced Data

Chengqi Zhang, Jiang Chang, Shirui Pan, 2018, 2018 International Joint Conference on Neural Networks (IJCNN).

Adapting K-Means Algorithm for Discovering Clusters in Subspaces

Chengqi Zhang, Yanchang Zhao, Shichao Zhang, 2006, APWeb.

The IEEE International Conference on Data Mining (10th) Held in Sydney, Australia on 14-17 December 2010

Geoffrey I. Webb, Chengqi Zhang, Dimitrios Gunopulos, 2010 .

A Logical Framework for Knowledge Sharing in Multi-agent Systems

Chengqi Zhang, Huaiqing Wang, Kaile Su, 2001, COCOON.

Tensorized Self-Attention: Efficiently Modeling Pairwise and Global Dependencies Together

Chengqi Zhang, Tianyi Zhou, Tao Shen, 2018, NAACL.

Semi-parametric optimization for missing data imputation

Chengqi Zhang, Xiaofeng Zhu, Shichao Zhang, 2007, Applied Intelligence.

Proceedings of the 10th IEEE International Conference on Data Mining Workshops (ICDMW)

Xindong Wu, Chengqi Zhang, Dimitrios Gunopulos, 2010 .

Association Rules in Very Large Databases

Shichao Zhang, Chengqi Zhang, 2002 .

Cost-Sensitive Classification with k-Nearest Neighbors

Chengqi Zhang, Shichao Zhang, Zhenxing Qin, 2013, KSEM.

Estimating itemsets of interest by sampling

Chengqi Zhang, Shichao Zhang, Chengqi Zhang, 2001, 10th IEEE International Conference on Fuzzy Systems. (Cat. No.01CH37297).

Verifying the Payment Authorization in SET Protocol

Chengqi Zhang, Shichao Zhang, Qingfeng Chen, 2003, IDEAL.

Mining inconsistent secure messages toward analyzing security protocols

Shichao Zhang, Chengqi Zhang, Yi-Ping Phoebe Chen, 2005 .

Collective Hyping Detection System for Identifying Online Spam Activities

Chengqi Zhang, Jia Wu, Peng Zhang, 2017, IEEE Intelligent Systems.

PRICAI 2004 : trends in artificial intelligence : 8th Pacific Rim International Conference on Artificial Intelligence, Auckland, New Zealand, August 9-13, 2004 : proceedings

Chengqi Zhang, Wai K. Yeap, Hans Werner Güsgen, 2004 .

Online Learning from Trapezoidal Data Streams

Xindong Wu, Chengqi Zhang, Wei Ding, 2016, IEEE Transactions on Knowledge and Data Engineering.

Network Representation Learning: A Survey

Chengqi Zhang, Jie Yin, Xingquan Zhu, 2017, IEEE Transactions on Big Data.

Identifying High-vote Patterns

Xindong Wu, Shichao Zhang, Chengqi Zhang, 2004 .

Knowledge Discovery in Multiple Databases

Xindong Wu, Chengqi Zhang, Shichao Zhang, 2004, ICTAI.

RCP Mining: Towards the Summarization of Spatial Co-location Patterns

Chengqi Zhang, Ling Chen, Chunyang Liu, 2015, SSTD.

Dynamic Concept Composition for Zero-Example Event Detection pdf

Chengqi Zhang, Yi Yang, Xiaojun Chang, 2016, AAAI.

Association Rule Mining by Agents

Chengqi Zhang, Shichao Zhang, John K. Debenham, 2002, ICMLA.

e-NSP: efficient negative sequential pattern mining based on identified positive patterns without database rescanning

Chengqi Zhang, Yanchang Zhao, Longbing Cao, 2011, CIKM '11.

Advances in Processing, Mining, and Learning Complex Data: From Foundations to Real-World Applications

Wu He, Chengqi Zhang, Chuan Zhou, 2018, Complex..

Active Learning from Oracle with Knowledge Blind Spot

Chengqi Zhang, Xingquan Zhu, Meng Fang, 2012, AAAI.

HECODES: A Framework for Heterogeneous Cooperative Distributed Expert Systems

Chengqi Zhang, David A. Bell, D. Bell, 1991, Data Knowl. Eng..

In-Depth Data Mining and Its Application in Stock Market

Chengqi Zhang, Shichao Zhang, 2005, ADMA.

Model Checking in Security Protocol Analysis

Shichao Zhang, Chengqi Zhang, Qingfeng Chen, 2008 .

Perceiving Environments for Intelligent Agents

Yuefeng Li, Chengqi Zhang, Chengqi Zhang, 2000, PRICAI.

Building Agent-Based Hybrid Intelligent Systems

Zili Zhang, Chengqi Zhang, 2003, HIS.

Scalable Maximum Margin Matrix Factorization by Active Riemannian Subspace Search

Yi Yang, Chengqi Zhang, Ivor W. Tsang, 2015, IJCAI.

Build Emotion Lexicon from Microblogs by Combining Effects of Seed Words and Emoticons in a Heterogeneous Graph

Wei Gao, Daling Wang, Shi Feng, 2015, HT.

A Comparative Study of Sampling Methods and Algorithms for Imbalanced Time Series Classification

Chengqi Zhang, Guohua Liang, Guohua Liang, 2012, Australasian Conference on Artificial Intelligence.

Mining bridging rules between conceptual clusters

Xindong Wu, Chengqi Zhang, Shichao Zhang, 2010, Applied Intelligence.

Combined Mining: Discovering Informative Knowledge in Complex Data

Chengqi Zhang, Yanchang Zhao, Longbing Cao, 2011, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

SCTR: An Approach to Digitizing Welllogging Graphn

Chengqi Zhang, Mei Wang, Chunsheng Li, 2003, Computer Graphics and Imaging.

Deconstruction waste management through 3d reconstruction and bim: a case study

Xiangjian He, Chengqi Zhang, Jun Wang, 2017 .

Multi-sphere Support Vector Data Description for Outliers Detection on Multi-distribution Data

Xindong Wu, Chengqi Zhang, Longbing Cao, 2009, 2009 IEEE International Conference on Data Mining Workshops.

8 Agent-Based Hybrid Intelligent System for Data Mining

Chengqi Zhang, Zili Zhang, 2004 .

Cost-Sensitive Imputing Missing Values with Ordering

Chengqi Zhang, Xiaofeng Zhu, Shichao Zhang, 2007, AAAI.

TrGraph: Cross-Network Transfer Learning via Common Signature Subgraphs

Chengqi Zhang, Jie Yin, Xingquan Zhu, 2015, IEEE Trans. Knowl. Data Eng..

Measuring Time-Sensitive and Topic-Specific Influence in Social Networks With LSTM and Self-Attention

Chengqi Zhang, Sean D. Young, Qin Zhang, 2020, IEEE Access.

Discovering Associations in Very Large Databases by Approximating

Chengqi Zhang, Shichao Zhang, Chengqi Zhang, 2003, Acta Cybern..

Multi-Agent Systems Methodologies and Applications

Chengqi Zhang, Dickson Lukose, 1996, Lecture Notes in Computer Science.

Agent Services-Driven Plug-and-Play in F-TRADE

Chengqi Zhang, Longbing Cao, Jiaqi Wang, 2004, Australian Conference on Artificial Intelligence.

Locally Densest Subgraph Discovery

Chengqi Zhang, Lijun Chang, Lu Qin, 2015, KDD.

$K$ -Ary Tree Hashing for Fast Graph Classification

Chengqi Zhang, Bin Li, Ling Chen, 2018, IEEE Transactions on Knowledge and Data Engineering.

Multiple Structure-View Learning for Graph Classification

Philip S. Yu, Chengqi Zhang, Jia Wu, 2018, IEEE Transactions on Neural Networks and Learning Systems.

Stock Data Mining through Fuzzy Genetic Algorithms

Chengqi Zhang, Longbing Cao, Chao Luo, 2006, JCIS.

Interval-Based Similarity for Classifying Conserved RNA Secondary Structures

Chengqi Zhang, Qingfeng Chen, Yi-Ping Phoebe Chen, 2016, IEEE Intelligent Systems.

Organization-Oriented Analysis of Open Complex Agent Systems

Chengqi Zhang, Longbing Cao, Ruwei Dai, 2005 .

Open Giant Intelligent Information Systems and Its Agent-Oriented Abstraction Mechanism

Chengqi Zhang, Longbing Cao, C Luo, 2003 .

Spatial decision support systems for natural resource management

Chengqi Zhang, Minjie Zhang, Xiandeng Hu, 1993 .

9 The Less the More

Zili Zhang, Chengqi Zhang, 2004 .

Cooperation Under Uncertainty in Distributed Expert Systems

Chengqi Zhang, 1992, Artif. Intell..

KDD'15: Proceedings of the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining

Geoffrey I. Webb, Chengqi Zhang, Longbing Cao, 2015 .

Missing Value Imputation Based on Data Clustering

Chengqi Zhang, Xiaofeng Zhu, Shichao Zhang, 2008, Trans. Comput. Sci..

Genetic algorithm-based strategy for identifying association rules without specifying actual minimum support

Chengqi Zhang, Shichao Zhang, Xiaowei Yan, 2009, Expert Syst. Appl..

Build Emotion Lexicon from the Mood of Crowd via Topic-Assisted Joint Non-negative Matrix Factorization

Wei Gao, Daling Wang, Shi Feng, 2016, SIGIR.

Data preparation for data mining

Chengqi Zhang, Qiang Yang, Shichao Zhang, 2003, Appl. Artif. Intell..

An Algorithm for Plan Verification in Multiple Agent Systems

Yuefeng Li, Chengqi Zhang, Chengqi Zhang, 1997, Agents and Multi-Agent Systems Formalisms, Methodologies, and Applications.

Encoding probability propagation in belief networks

Chengqi Zhang, Shichao Zhang, 2002, IEEE Trans. Syst. Man Cybern. Part A.

Agents and Data Mining: Interaction and Integration

Chengqi Zhang, Longbing Cao, Zili Zhang, 2011 .

Margin-based ensemble classifier for protein fold recognition

Chengqi Zhang, Longbing Cao, Joshua Zhexue Huang, 2011, Expert Syst. Appl..

Customer Activity Sequence Classification for Debt Prevention in Social Security

Chengqi Zhang, Yanchang Zhao, Longbing Cao, 2009, Journal of Computer Science and Technology.

A Ring-Based Architectural Model for Middle Agents in Agent-Based System

Zili Zhang, Chengqi Zhang, Chunsheng Li, 2003, IDEAL.

Mining Co-locations from Continuously Distributed Uncertain Spatial Data

Chengqi Zhang, Ling Chen, Chunyang Liu, 2016, APWeb.

A Recent-Biased Dimension Reduction Technique for Time Series Data

Chengqi Zhang, Yanchang Zhao, Shichao Zhang, 2005, PAKDD.

Joint Structure Feature Exploration and Regularization for Multi-Task Graph Classification

Philip S. Yu, Chengqi Zhang, Jia Wu, 2016, IEEE Transactions on Knowledge and Data Engineering.

A Neural Network Abductive Model

Yue Xu, Chengqi Zhang, Kankana Chakrabarty, 2006, Aust. J. Intell. Inf. Process. Syst..

Dynamic Test-Sensitive Decision Trees with Multiple Cost Scales

Chengqi Zhang, Shichao Zhang, Zhenxing Qin, 2005, FSKD.

Analysis and Methodologies of Synthesis of Solutions in Distributed Expert Systems

Chengqi Zhang, Minjie Zhang, 1996 .

Mind the Trends When You Mine: Incremental Data Mining

Chengqi Zhang, Shichao Zhang, Zhenxing Qin, 2002, International Conference on Fuzzy Systems and Knowledge Discovery.

3 Basics of Agents and Multi-agent Systems

Chengqi Zhang, Zili Zhang, 2004 .

The application of Fuzzy Sets in finding the Best Stock-Rule Pairs

Chengqi Zhang, Li Lin, 2004 .

Clustering-based Missing Value Imputation for Data Preprocessing

Shichao Zhang, Chengqi Zhang, Xiaofeng Zhu, 2006, 2006 4th IEEE International Conference on Industrial Informatics.

Artificial intelligence : sowing the seeds for the future : proceedings of the 7th Australian Joint Conference on Artificial Intelligence : Armidale, New South Wales, Australia, 21-25 November 1994

Chengqi Zhang, Dickson Lukose, John K. Debenham, 1994 .

Enhancing DWT for Recent-Biased Dimension Reduction of Time Series Data

Chengqi Zhang, Yanchang Zhao, Shichao Zhang, 2006, Australian Conference on Artificial Intelligence.

Efficient approximate entity extraction with edit distance constraints

Chengqi Zhang, Xuemin Lin, Wei Wang, 2009, SIGMOD Conference.

Depth-First Search Encoding of RNA Substructures

Chengqi Zhang, Lusheng Wang, Jinyan Li, 2016, ICIC.

Mining Frequent Itemsets for Protein Kinase Regulation

Chengqi Zhang, Qingfeng Chen, Yi-Ping Phoebe Chen, 2006, PRICAI.

F-TRADE 3.0: An Agent-Based Integrated Framework for Data Mining Experiments

Chengqi Zhang, Longbing Cao, Peerapol Moemeng, 2008, 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology.

SVM-OD: SVM Method to Detect Outliers

Xindong Wu, Chengqi Zhang, Jiaqi Wang, 2006, Foundations and Novel Approaches in Data Mining.

LSLNCF: A Hybrid Uncertain Reasoning Model Based on Probability

Chengqi Zhang, Xudong Luo, 1998, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

Cost-Time Sensitive Decision Tree with Missing Values

Chengqi Zhang, Xiaofeng Zhu, Shichao Zhang, 2007, KSEM.

Towards Business Interestingness in Actionable Knowledge Discovery

Chengqi Zhang, Longbing Cao, Chao Luo, 2007, DMBiz@PAKDD.

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining

Chengqi Zhang, Longbing Cao, Thorsten Joachims, 2015, KDD.

A Class of Isomorphic Transformations for Integrating EMYCIN-Style and PROSPECTOR-Style Systems into a Rule-Based Multi-Agent System

Chengqi Zhang, Xudong Luo, Ho-fung Leung, 1999, PRIMA.

Domain Driven Data Mining

Philip S. Yu, Chengqi Zhang, Yanchang Zhao, 2015 .

A general model-based diagnosis

Chengqi Zhang, Dantong Ouyang, X. Cheng, 2003, Proceedings of the 25th International Conference on Information Technology Interfaces, 2003. ITI 2003..

Advances in Knowledge Discovery and Data Mining: 8th Pacific-Asia Conference, PAKDD 2004, Sydney, Australia, May 26-28, 2004, Proceedings (Lecture Notes ... / Lecture Notes in Artificial Intelligence)

Chengqi Zhang, Ramakrishnan Srikant, Honghua Dai, 2004 .

Domain-Driven Data Mining: A Practical Methodology

Chengqi Zhang, Longbing Cao, Chengqi Zhang, 2006, Int. J. Data Warehous. Min..

Guest Editors' Introduction: Special Section on Intelligent Data Preparation

Chengqi Zhang, Qiang Yang, Bing Liu, 2005, IEEE Trans. Knowl. Data Eng..

Multi-Space-Mapped SVMs for Multi-class Classification

Philip S. Yu, Chengqi Zhang, Longbing Cao, 2008, 2008 Eighth IEEE International Conference on Data Mining.

The Consensus of Uncertainties in Distributed Expert Systems

Chengqi Zhang, Minjie Zhang, 1995, ICMAS.

Is Frequency Enough for Decision Makers to Make Decisions?

Chengqi Zhang, Jeffrey Xu Yu, Shichao Zhang, 2006, PAKDD.

Do they belong to the same class: active learning by querying pairwise label homogeneity

Chengqi Zhang, Bin Li, Xingquan Zhu, 2011, CIKM '11.

IMC: A Method for Interval Calculus in Matrix

Chengqi Zhang, Shichao Zhang, 2013, Knowledge and Information Systems.

Proof of the Correctness of EMYCIN Sequential Propagation Under Conditional Independence Assumptions

Chengqi Zhang, Xudong Luo, Xudong Luo, 1999, IEEE Trans. Knowl. Data Eng..

Hybrid Strategy of Analysis and Control of Telecommunications Frauds

Chengqi Zhang, Longbing Cao, Dan Luo, 2004 .

Agent-Mining Interaction: An Emerging Area

Chengqi Zhang, Longbing Cao, Chao Luo, 2007, AIS-ADM.

Positive and Unlabeled Multi-Graph Learning

Xindong Wu, Chengqi Zhang, Jia Wu, 2017, IEEE Transactions on Cybernetics.

DDDM2007: Domain Driven Data Mining

Philip S. Yu, Chengqi Zhang, Yanchang Zhao, 2007, SKDD.

ICDM 2010, The 10th IEEE International Conference on Data Mining, Sydney, Australia, 14-17 December 2010

Xindong Wu, Geoffrey I. Webb, Chengqi Zhang, 2010, ICDM.

Identifying frequent terms in text databases by association semantics

Chengqi Zhang, Shichao Zhang, Xiaowei Yan, 2003, Proceedings ITCC 2003. International Conference on Information Technology: Coding and Computing.

Dual influence embedded social recommendation

Chengqi Zhang, Jia Wu, Peng Zhang, 2018, World Wide Web.

Support Vector Machines based on set covering

Chengqi Zhang, Jiaqi Wang, 2004 .

Mining Dependent Frequent Serial Episodes from Uncertain Sequence Data

Chengqi Zhang, Li Wan, Ling Chen, 2013, 2013 IEEE 13th International Conference on Data Mining.

Multi-graph-view Learning for Graph Classification

Chengqi Zhang, Zhibin Hong, Jia Wu, 2014, 2014 IEEE International Conference on Data Mining.

Product hierarchy-based customer profiles for electronic commerce recommendation

Shichao Zhang, Chengqi Zhang, Li Niu, 2002, Proceedings. International Conference on Machine Learning and Cybernetics.

Detecting Turning Points of Trading Price and Return Volatility for Market Surveillance Agents

Chengqi Zhang, Longbing Cao, Ting Yu, 2007, 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops.

Fuzzy Genetic Algorithms for Pairs Mining

Chengqi Zhang, Longbing Cao, Dan Luo, 2006, PRICAI.

D 3 M Methodology

Philip S. Yu, Chengqi Zhang, Yanchang Zhao, 2010 .

Neural Network Strategies for Solving Synthesis Problems in Non-conflilct Cases in Distributed Expert Systems

Chengqi Zhang, Minjie Zhang, Chengqi Zhang, 1995, DAI.

Multi-instance Multi-graph Dual Embedding Learning

Chengqi Zhang, Jia Wu, Zhihua Cai, 2013, 2013 IEEE 13th International Conference on Data Mining.

Combined Pattern Mining: From Learned Rules to Actionable Knowledge

Chengqi Zhang, Yanchang Zhao, Longbing Cao, 2008, Australasian Conference on Artificial Intelligence.

Summarizing probabilistic frequent patterns: a fast approach

Chengqi Zhang, Ling Chen, Chunyang Liu, 2013, KDD.