Building Expert Systems through the Integration of Mental Models. - Zhengxin Chen (IEA/AIE (Vol. 2), 1988)

Parallel rule searching. - Zhengxin Chen (IEA/AIE (2), 1989)

Rule Mapping and Expert Systems Reuse. - Zhengxin Chen (SEKE, 1989)

An open system approach to integration of expert systems. - Semir Al-Schamma; Zhengxin Chen (Appl. Artif. Intell., 1990)

Integrated Use of Expert Systems at the K-Tree Level. - Zhengxin Chen; Sam Al-Schamma (SIGART Bull., 1991)

From student model to teacher model: enriching our view of the impact of computers on society. - Zhengxin Chen (SIGCAS Comput. Soc., 1991)

Remarks on Intelligence as Extended Retrieval and Its Implications. - Zhengxin Chen (AI Soc., 1992)

User responsibility and exception handling in decision support systems. - Zhengxin Chen (Decis. Support Syst., 1992)

From Participatory Design to Participating Problem Solving: Enhancing System Adaptability Through User Modelling. - Zhengxin Chen (AI Soc., 1993)

A Conceptual Model for Storage and Retrieval of Short Scientific Texts. - Zhengxin Chen (Inf. Process. Manag., 1993)

Let Documents Talk to each other: a Computer Model for Connection of Short Documents. - Zhengxin Chen (J. Documentation, 1993)

Grammar mapping for conceptual patterns. - Zhengxin Chen (Pattern Recognit., 1993)

Intelligence and Discovery in an Information Society: An Essay in Memory of Derek de Solla Price. - Zhengxin Chen (Inf. Soc., 1993)

Knowledge Discovery and System-User Partnership: On a Production "Adversarial Partnership" Approach. - Zhengxin Chen (AI Soc., 1994)

Enhancing Database Management to Knowledge Base Management: The Role of Information Retrieval Technology. - Zhengxin Chen (Inf. Process. Manag., 1994)

Interacting with software system components. - Zhengxin Chen (Decis. Support Syst., 1995)

Generating suggestions through document structure mapping. - Zhengxin Chen (Decis. Support Syst., 1996)

Using meta-rules for fuzzy inference control. - Zhengxin Chen (Fuzzy Sets Syst., 1996)

Role-Limiting Methods for Automated Knowledge Acquisition: A Problem-Solving Perspective. - Zhengxin Chen (Inf. Process. Manag., 1996)

Knowledge Discovery from Databases with the Guidance of a Causal Network. - Qiuming Zhu; Zhengxin Chen (ISMIS, 1997)

Combining Creativity and Expertise. - Zhengxin Chen (Cybern. Syst., 1997)

Implementation of locking schemes in extended dependency graphs. - Thomas Schreck; Zhengxin Chen (Inf. Softw. Technol., 1997)

Co-states, Constraints, and Diagrammatic Reasoning. - Zhengxin Chen (Cybern. Syst., 1998)

Toward a better understanding of idea processors. - Zhengxin Chen (Inf. Softw. Technol., 1998)

Query Construction for User-Guided Knowledge Discovery in Databases. - Zhengxin Chen; Qiuming Zhu (Inf. Sci., 1998)

Rough set extension of Tcl for data mining. - G. Griffin; Zhengxin Chen (Knowl. Based Syst., 1998)

Retrospective analysis for knowledge-based idea generation of new artifacts. - Zhengxin Chen (Knowl. Based Syst., 1999)

Duplicate Detection Using K-way Sorting Method. - Amy Feekin; Zhengxin Chen (SAC (1), 2000)

R-Tree Implementation Using Branch-Grafting Method. - Thomas Schreck; Zhengxin Chen (SAC (1), 2000)

Branch grafting method for R-tree implementation. - Thomas Schreck; Zhengxin Chen (J. Syst. Softw., 2000)

An integrated interactive environment for knowledge discovery from heterogeneous data resources. - Miao Chen; Qiuming Zhu; Zhengxin Chen (Inf. Softw. Technol., 2001)

Algorithms for finding Influential association Rules. - Xihua Zhang; Zhengxin Chen (FSKD, 2002)

An iterative initial-points refinement algorithm for categorical data clustering. - Ying Sun; Qiuming Zhu; Zhengxin Chen (Pattern Recognit. Lett., 2002)

Data Warehousing and Data Marts. - Zhengxin Chen (Encyclopedia of Information Systems, 2002)

Industry, Artificial Intelligence in. - Lakhmi C. Jain; Zhengxin Chen (Encyclopedia of Information Systems, 2002)

A Multiple-Criteria Quadratic Programming Approach to Network Intrusion Detection. - Gang Kou; Yi Peng 001; Yong Shi 001; Zhengxin Chen; Xiaojun Chen 001 (CASDMKM, 2004)

Ensuring Serializability for Mobile Data Mining on Multimedia Objects. - Shin Parker; Zhengxin Chen; Eugene Y. Sheng (CASDMKM, 2004)

Mining Estrogen Microarray Data: An Approach Using Contrast Data Analysis. - Haili Jiao; Peixin Yang; Zhengxin Chen (CSB, 2004)

Recognition of Exon/Intron Boundaries Using Dynamic Ensembles. - Xuanfu Wu; Zhengxin Chen (CSB, 2004)

Using Branch-Grafted R-trees for Spatial Data Mining. - Priyanka Dubey; Zhengxin Chen; Yong Shi 001 (International Conference on Computational Science, 2004)

Cross-Validation and Ensemble Analyses on Multiple-Criteria Linear Programming Classification for Credit Cardholder Behavior. - Yi Peng 001; Gang Kou; Zhengxin Chen; Yong Shi 001 (International Conference on Computational Science, 2004)

Extending invalid-access prevention policy protocols for mobile-client data caching. - Shin Parker; Zhengxin Chen (SAC, 2004)

Ensuring Serializability for Mobile-Client Data Caching. - Shin Parker; Zhengxin Chen (Encyclopedia of Database Technologies and Applications, 2005)

Service Mechanism Quality for Enhanced Mobile Multimedia Database Query Processing. - Yanpu Zhang; Zhengxin Chen (Encyclopedia of Database Technologies and Applications, 2005)

Toward dynamic ensembles: the BAGA approach. - Xuanfu Wu; Zhengxin Chen (AICCSA, 2005)

Genetic Algorithm Based Approach for Nucleic Acid Pattern Extraction. - Miao Liu; Hai-Feng Guo; Zhengxin Chen (AMCIS, 2005)

Using Optimization-Based Classification Method for Massive Datasets. - Yi Peng 001; Gang Kou; Yong Shi 001; Zhengxin Chen (AMCIS, 2005)

Document Clustering in Antimicrobial Peptides Research. - Yi Peng 001; Nian Yan; Gang Kou; Zhengxin Chen; Yong Shi 001 (AMCIS, 2005)

Similarity and cluster analysis algorithms for Microarrays using R trees. - Jiaxiong Pi; Yong Shi 001; Zhengxin Chen (CSB Workshops, 2005)

Classification Methods for HIV-1 Medicated Neuronal Damage. - Mengjun Wang; Jialin Zheng; Zhengxin Chen; Yong Shi 001 (CSB Workshops, 2005)

Improving Clustering Analysis for Credit Card Accounts Classification. - Yi Peng 001; Gang Kou; Yong Shi 001; Zhengxin Chen (International Conference on Computational Science (3), 2005)

Classifying Credit Card Accounts for Business Intelligence and Decision Making: a Multiple-criteria Quadratic Programming Approach. - Yong Shi 001; Yi Peng 001; Gang Kou; Zhengxin Chen (Int. J. Inf. Technol. Decis. Mak., 2005)

Evaluation of Cluster Analysis Algorithms Enhanced by Using R*-Trees. - Jiaxiong Pi; Yong Shi 001; Zhengxin Chen (AICCSA, 2006)

Nonlinear Classification by Linear Programming with Signed Fuzzy Measures. - Nian Yan; Zhenyuan Wang; Yong Shi 001; Zhengxin Chen (FUZZ-IEEE, 2006)

A graduate seminar on foundations of data mining. - Zhengxin Chen (GrC, 2006)

A New Multi-criteria Convex Quadratic Programming Model for Credit Analysis. - Gang Kou; Yi Peng 001; Yong Shi 001; Zhengxin Chen (International Conference on Computational Science (4), 2006)

Multiclass Credit Cardholders' Behaviors Classification Methods. - Gang Kou; Yi Peng 001; Yong Shi 001; Zhengxin Chen (International Conference on Computational Science (4), 2006)

Network Intrusion Detection by Multi-group Mathematical Programming based Classifier. - Gang Kou; Yi Peng 001; Yong Shi 001; Zhengxin Chen (ICDM Workshops, 2006)

A Systemic Framework for the Field of Data Mining and Knowledge Discovery. - Yi Peng 001; Gang Kou; Yong Shi 001; Zhengxin Chen (ICDM Workshops, 2006)

A Hybrid Strategy for Clustering Data Mining Documents. - Yi Peng 001; Gang Kou; Yong Shi 001; Zhengxin Chen (ICDM Workshops, 2006)

E-Business Intelligence Via MCMP-Based Data Mining Methods. - Yi Peng 001; Yong Shi 001; Xingsen Li; Zhengxin Chen; Gang Kou (WImBI, 2006)

From Data Mining to Behavior Mining. - Zhengxin Chen (Int. J. Inf. Technol. Decis. Mak., 2006)

On Multi-Relational Data Mining for Foundation of Data Mining. - Miao Liu; Hai-Feng Guo; Zhengxin Chen (AICCSA, 2007)

From similarity retrieval to cluster analysis: The case of R*-trees. - Jiaxiong Pi; Yong Shi 001; Zhengxin Chen (CIDM, 2007)

epsilon-Support Vector and Large-Scale Data Mining Problems. - Gang Kou; Yi Peng 001; Yong Shi 001; Zhengxin Chen (International Conference on Computational Science (3), 2007)

Application of Classification Methods to Individual Disability Income Insurance Fraud Detection. - Yi Peng 001; Gang Kou; Alan Sabatka; Jeff Matza; Zhengxin Chen; Deepak Khazanchi; Yong Shi 001 (International Conference on Computational Science (3), 2007)

Classification with Choquet Integral with Respect to Signed Non-additive Measure. - Nian Yan; Zhenyuan Wang; Zhengxin Chen (ICDM Workshops, 2007)

Influenza A Virus Informatics: Genotype-Centered Database and Genotype Annotation. - Guoqing Lu; Kashi Buyyani; Naresh Goty; Ruben O. Donis; Zhengxin Chen (IMSCCS, 2007)

Modeling miRNA data. - Sarah Lopez; Guoqing Lu; Zhengxin Chen (SAC, 2007)

Privacy-Preserving Data Mining of Medical Data Using Data Separation-Based Techniques. - Gang Kou; Yi Peng 001; Yong Shi 001; Zhengxin Chen (Data Sci. J., 2007)

Using k-Interactive Measure in Optimization-Based Data Mining. - Nian Yan; Zhengxin Chen; Yong Shi 001 (Web Intelligence/IAT Workshops, 2008)

Bound for the L2 Norm of Random Matrix and Succinct Matrix Approximation. - Rong Liu; Nian Yan; Yong Shi 001; Zhengxin Chen (ICCS (2), 2008)

An Optimization-Based Classification Approach with the Non-additive Measure. - Nian Yan; Zhengxin Chen; Rong Liu; Yong Shi 001 (ICCS (2), 2008)

Multiple Criteria Nonlinear Programming Classification with the Non-additive Measure. - Nian Yan; Yong Shi 001; Zhengxin Chen (MCDM, 2008)

A Multi-criteria Convex Quadratic Programming model for credit data analysis. - Yi Peng 001; Gang Kou; Yong Shi 001; Zhengxin Chen (Decis. Support Syst., 2008)

Learning about Learners: System Learning in Virtual Learning Environment. - Zhengxin Chen (Int. J. Comput. Commun. Control, 2008)

A Descriptive Framework for the Field of Data Mining and Knowledge Discovery. - Yi Peng 001; Gang Kou; Yong Shi 001; Zhengxin Chen (Int. J. Inf. Technol. Decis. Mak., 2008)

Privacy-Preserving Data Mining for Medical Data: Application of Data Partition Methods. - Yi Peng 001; Gang Kou; Yong Shi 001; Zhengxin Chen (Communications and Discoveries from Multidisciplinary Data, 2008)

Multiple criteria mathematical programming for multi-class classification and application in network intrusion detection. - Gang Kou; Yi Peng 001; Zhengxin Chen; Yong Shi 001 (Inf. Sci., 2009)

Granular Computing, Philosophical Foundation for. - Zhengxin Chen (Encyclopedia of Complexity and Systems Science, 2009)

Applying neural networks to classify influenza virus antigenic types and hosts. - Pavan Kumar Attaluri; Zhengxin Chen; Guoqing Lu (CIBCB, 2010)

An Update and an Overview on Philosophical Foundation of Granular Computing. - Zhengxin Chen; Nian Yan (GrC, 2010)

A Nonlinear Multiregression Model Based on the Choquet Integral with a Quadratic Core. - Nian Yan; Zhengxin Chen; Yong Shi 001; Zhenyuan Wang (GrC, 2010)

Database Keyword Search: A Perspective from Optimization. - Rajvardhan Patil; Zhengxin Chen; Yong Shi 001 (Web Intelligence/IAT Workshops, 2012)

STRUCT: incorporating contextual information for English query search on relational databases. - Rajvardhan Patil; Zhengxin Chen (KEYS, 2012)

A non-linear multi-regression model based on the Choquet integral with a quadratic core. - Nian Yan; Zhengxin Chen; Yong Shi 001; Zhenyuan Wang (Int. J. Granul. Comput. Rough Sets Intell. Syst., 2012)

Database Keyword Search: beyond its Current Landscape. - Zhengxin Chen (Int. J. Inf. Technol. Decis. Mak., 2012)

Expanding Database Keyword Search for Database Exploration. - Binaya Balla; Zhengxin Chen (ITQM, 2013)

Exploring Database Keyword Search for Association Studies between Genetic Variants and Diseases. - Dhawal Verma; Hesham H. Ali; Zhengxin Chen (ITQM, 2013)

Incorporating Community Detection and Clustering Techniques into Collaborative Filtering Model. - Wei Deng; Rajvardhan Patil; Lotfollah Najjar; Yong Shi 001; Zhengxin Chen (ITQM, 2014)

Towards Integrated Study of Data Management and Data Mining. - Zhengxin Chen (ITQM, 2015)

Multi-View Meets Average Linkage: Exploring the Role of Metadata in Document Clustering. - Divya Teja Ravoori; Zhengxin Chen (Int. J. Inf. Retr. Res., 2015)

Exploring Dynamic Granules for Time-Varying Big Data. - Zhengxin Chen (DASC/PiCom/DataCom/CyberSciTech, 2017)

Exploring Soft Information Granules. - Zhengxin Chen (ITQM, 2018)

Towards Extended Data Mining: An Examination of Technical Aspects. - Lakshmi Prasanna Kaspa; Venkata Naga Sai Sriram Akella; Zhengxin Chen; Yong Shi 001 (ITQM, 2018)

Analyzing the Impact of Characteristics on Artificial Intelligence IQ Test: A Fuzzy Cognitive Map Approach. - Fangyao Liu; Yuejin Zhang; Yong Shi 001; Zhengxin Chen; Xixi Feng (ITQM, 2018)

Predictive Models with Resampling: A Comparative Study of Machine Learning Algorithms and their Performances on Handling Imbalanced Datasets. - Adithi D. Chakravarthy; Sindhura Bonthu; Zhengxin Chen; Qiuming Zhu (ICMLA, 2019)

Understanding Granular Aspects of Ontology for Blockchain Databases. - Zhengxin Chen (ITQM, 2019)

Re-examination of a Bioinformatics Database Course: Engaging Blockchain Technology. - Zhengxin Chen (ITQM, 2019)

Research on Smart City Evaluation Based on Hierarchy of Needs. - Yuejin Zhang; Fangyao Liu; Zhiqiang Gu; Zhengxin Chen; Yong Shi 001; Aihua Li (ITQM, 2019)

Modeling of Characteristics on Artificial Intelligence IQ Test: a Fuzzy Cognitive Map-Based Dynamic Scenario Analysis. - Fangyao Liu; Yayu Peng; Zhengxin Chen; Yong Shi 001 (Int. J. Comput. Commun. Control, 2019)

Recommender system for marketing optimization. - Wei Deng; Yong Shi 001; Zhengxin Chen; Wikil Kwak; Huimin Tang (World Wide Web, 2020)

A Protecting Mechanism Against Double Spending Attack in Blockchain Systems. - Zexi Xing; Zhengxin Chen (AIIoT, 2021)

Blockchain Simulation: A Web Application for IT Education. - Xingyu Chen; Zexi Xing; Bishwodeep Karki; Yimin Li; Zhengxin Chen (CCWC, 2021)

Black Bird Attack: A Vital Threat to Blockchain Technology. - Zexi Xing; Zhengxin Chen (ITQM, 2021)

Using BAR Switch to Prevent Black Bird Embedded Double Spending Attack. - Zexi Xing; Zhengxin Chen (ITQM, 2021)

Adaptive scene-aware deep attention network for remote sensing image compression. - Guowei Zhai; Gang Liu; Xiaohai He; Zhengyong Wang; Chao Ren 002; Zhengxin Chen (J. Electronic Imaging, 2021)

Enhanced wide-activated residual network for efficient and accurate image deblocking. - Zhengxin Chen; Xiaohai He; Chao Ren 002; Pradeep Karn; Shuhua Xiong (Signal Process. Image Commun., 2021)

Enhanced Separable Convolution Network for Lightweight JPEG Compression Artifacts Reduction. - Zhengxin Chen; Xiaohai He; Chao Ren 002; Honggang Chen; Tingrong Zhang (IEEE Signal Process. Lett., 2021)

Planning of the Fast Charging Facilities for Electric Vehicles in Mountainous Cities. - Tingting Xu; Xiaorui Hu; Yi Long; Li Liu; Xun Tian; Zhengxin Chen (ICITEE, 2022)

Observations and Expectations on Recent Developments of Data Lakes. - Zhengxin Chen (ITQM, 2022)

Towards An Integrated Study of Human Cognition in IT at Deep AI Era. - Zhengxin Chen (ITQM, 2022)

A Project-Based Approach for Learning Blockchain Technology. - Zexi Xing; Zhengxin Chen (ITQM, 2022)

HCDT: an integrated highly confident drug-target resource. - Jiaqi Chen; Zhengxin Chen; Rufei Chen; Dehua Feng; Tianyi Li; Huirui Han 001; Xiaoman Bi; Zhenzhen Wang; Kongning Li; Yongsheng Li 001; Xia Li 004; Limei Wang; et al. (Database J. Biol. Databases Curation, 2022)

Multi-Scale Inter-Communication Spatio-Temporal Network for Video Compression Artifacts Reduction. - Tingrong Zhang; Qizhi Teng; Xiaohai He; Chao Ren 002; Zhengxin Chen (IEEE Trans. Circuits Syst. II Express Briefs, 2023)

Mixed Entropy Model Enhanced Residual Attention Network for Remote Sensing Image Compression. - Junjun Gao; Qizhi Teng; Xiaohai He; Zhengxin Chen; Chao Ren 002 (Neural Process. Lett., 2023)

Dual-stage feedback network for lightweight color image compression artifact reduction. - Zhengxin Chen; Xiaohai He; Tingrong Zhang; Shuhua Xiong; Chao Ren 002 (Neural Networks, 2024)

A Text Mining Approach to Covid-19 Literature. - Fangyao Liu; Daji Ergu; Biao Li; Wei Deng; Zhengxin Chen; Guoqing Lu; Yong Shi 001 (Int. J. Inf. Technol. Decis. Mak., 2024)

QP-adaptive compressed video super-resolution with coding priors. - Tingrong Zhang; Zhengxin Chen; Xiaohai He; Chao Ren 002; Qizhi Teng (Signal Process., 2025)

Enhanced Attention Context Model for Learned Image Compression. - Zhengxin Chen; Xiaohai He; Chao Ren 002; Tingrong Zhang; Shuhua Xiong (IEEE Signal Process. Lett., 2025)