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2020 – today
- 2024
[j46]Fangyao Liu, Daji Ergu, Biao Li
, Wei Deng, Zhengxin Chen, Guoqing Lu, Yong Shi:
A Text Mining Approach to Covid-19 Literature. Int. J. Inf. Technol. Decis. Mak. 23(4): 1427-1448 (2024)- [j45]Zhengxin Chen, Xiaohai He, Tingrong Zhang, Shuhua Xiong, Chao Ren:
Dual-stage feedback network for lightweight color image compression artifact reduction. Neural Networks 179: 106555 (2024) - 2023
- [j44]Junjun Gao, Qizhi Teng, Xiaohai He, Zhengxin Chen, Chao Ren:
Mixed Entropy Model Enhanced Residual Attention Network for Remote Sensing Image Compression. Neural Process. Lett. 55(7): 10117-10129 (2023) - [j43]Tingrong Zhang, Qizhi Teng, Xiaohai He, Chao Ren, Zhengxin Chen:
Multi-Scale Inter-Communication Spatio-Temporal Network for Video Compression Artifacts Reduction. IEEE Trans. Circuits Syst. II Express Briefs 70(3): 1229-1233 (2023) - 2022
- [j42]Jiaqi Chen, Zhengxin Chen, Rufei Chen, Dehua Feng, Tianyi Li, Huirui Han, Xiaoman Bi, Zhenzhen Wang, Kongning Li, Yongsheng Li, Xia Li, Limei Wang, Jin Li:
HCDT: an integrated highly confident drug-target resource. Database J. Biol. Databases Curation 2022(2022) (2022) - [c66]Tingting Xu, Xiaorui Hu, Yi Long, Li Liu, Xun Tian, Zhengxin Chen:
Planning of the Fast Charging Facilities for Electric Vehicles in Mountainous Cities. ICITEE 2022: 462-468 - [c65]Zhengxin Chen:
Observations and Expectations on Recent Developments of Data Lakes. ITQM 2022: 405-411 - [c64]Zexi Xing, Zhengxin Chen:
A Project-Based Approach for Learning Blockchain Technology. ITQM 2022: 581-589 - [c63]Zhengxin Chen:
Towards An Integrated Study of Human Cognition in IT at Deep AI Era. ITQM 2022: 644-648 - 2021
- [j41]Guowei Zhai, Gang Liu, Xiaohai He, Zhengyong Wang, Chao Ren, Zhengxin Chen:
Adaptive scene-aware deep attention network for remote sensing image compression. J. Electronic Imaging 30(5) (2021) - [j40]Zhengxin Chen, Xiaohai He, Chao Ren, Pradeep Karn, Shuhua Xiong:
Enhanced wide-activated residual network for efficient and accurate image deblocking. Signal Process. Image Commun. 96: 116283 (2021) - [j39]Zhengxin Chen, Xiaohai He, Chao Ren, Honggang Chen, Tingrong Zhang:
Enhanced Separable Convolution Network for Lightweight JPEG Compression Artifacts Reduction. IEEE Signal Process. Lett. 28: 1280-1284 (2021) - [c62]Zexi Xing, Zhengxin Chen:
A Protecting Mechanism Against Double Spending Attack in Blockchain Systems. AIIoT 2021: 391-396 - [c61]Xingyu Chen, Zexi Xing, Bishwodeep Karki, Yimin Li, Zhengxin Chen:
Blockchain Simulation: A Web Application for IT Education. CCWC 2021: 486-491 - [c60]Zexi Xing, Zhengxin Chen:
Black Bird Attack: A Vital Threat to Blockchain Technology. ITQM 2021: 556-563 - [c59]Zexi Xing, Zhengxin Chen:
Using BAR Switch to Prevent Black Bird Embedded Double Spending Attack. ITQM 2021: 829-836 - 2020
- [j38]Wei Deng, Yong Shi, Zhengxin Chen, Wikil Kwak, Huimin Tang:
Recommender system for marketing optimization. World Wide Web 23(3): 1497-1517 (2020)
2010 – 2019
- 2019
- [j37]Fangyao Liu, Yayu Peng, Zhengxin Chen, Yong Shi:
Modeling of Characteristics on Artificial Intelligence IQ Test: a Fuzzy Cognitive Map-Based Dynamic Scenario Analysis. Int. J. Comput. Commun. Control 14(6): 653-669 (2019) - [c58]Adithi D. Chakravarthy, Sindhura Bonthu, Zhengxin Chen, Qiuming Zhu:
Predictive Models with Resampling: A Comparative Study of Machine Learning Algorithms and their Performances on Handling Imbalanced Datasets. ICMLA 2019: 1492-1495 - [c57]Zhengxin Chen:
Understanding Granular Aspects of Ontology for Blockchain Databases. ITQM 2019: 361-367 - [c56]Zhengxin Chen:
Re-examination of a Bioinformatics Database Course: Engaging Blockchain Technology. ITQM 2019: 368-374 - [c55]Yuejin Zhang, Fangyao Liu, Zhiqiang Gu, Zhengxin Chen, Yong Shi, Aihua Li:
Research on Smart City Evaluation Based on Hierarchy of Needs. ITQM 2019: 467-474 - 2018
- [c54]Zhengxin Chen:
Exploring Soft Information Granules. ITQM 2018: 41-48 - [c53]Lakshmi Prasanna Kaspa, Venkata Naga Sai Sriram Akella, Zhengxin Chen, Yong Shi:
Towards Extended Data Mining: An Examination of Technical Aspects. ITQM 2018: 49-55 - [c52]Fangyao Liu, Yuejin Zhang, Yong Shi, Zhengxin Chen, Xixi Feng:
Analyzing the Impact of Characteristics on Artificial Intelligence IQ Test: A Fuzzy Cognitive Map Approach. ITQM 2018: 82-90 - [e3]Yong Shi, Peter Wolcott, Wikil Kwak, Zhengxin Chen, Yingjie Tian, Heeseok Lee:
Proceedings of the 6th International Conference on Information Technology and Quantitative Management, ITQM 2018, Advanced Information Technology and Global Business Competition, October 20-21, 2018, Omaha, Nebraska, USA. Procedia Computer Science 139, Elsevier 2018 [contents] - 2017
- [c51]Zhengxin Chen:
Exploring Dynamic Granules for Time-Varying Big Data. DASC/PiCom/DataCom/CyberSciTech 2017: 1092-1097 - 2015
- [j36]Divya Teja Ravoori, Zhengxin Chen:
Multi-View Meets Average Linkage: Exploring the Role of Metadata in Document Clustering. Int. J. Inf. Retr. Res. 5(2): 26-42 (2015) - [c50]Zhengxin Chen:
Towards Integrated Study of Data Management and Data Mining. ITQM 2015: 1331-1339 - 2014
- [c49]Wei Deng, Rajvardhan Patil, Lotfollah Najjar, Yong Shi, Zhengxin Chen:
Incorporating Community Detection and Clustering Techniques into Collaborative Filtering Model. ITQM 2014: 66-74 - 2013
- [c48]Binaya Balla, Zhengxin Chen:
Expanding Database Keyword Search for Database Exploration. ITQM 2013: 198-205 - [c47]Dhawal Verma, Hesham H. Ali, Zhengxin Chen:
Exploring Database Keyword Search for Association Studies between Genetic Variants and Diseases. ITQM 2013: 206-213 - [e2]Yong Shi, Youmin Xi, Peter Wolcott, Yingjie Tian, Jianping Li, Daniel Berg, Zhengxin Chen, Enrique Herrera-Viedma, Gang Kou, Heeseok Lee, Yi Peng, Lean Yu:
Proceedings of the First International Conference on Information Technology and Quantitative Management, ITQM 2013, Dushu Lake Hotel, Sushou, China, 16-18 May, 2013. Procedia Computer Science 17, Elsevier 2013 [contents] - 2012
- [j35]Nian Yan, Zhengxin Chen, Yong Shi, Zhenyuan Wang:
A non-linear multi-regression model based on the Choquet integral with a quadratic core. Int. J. Granul. Comput. Rough Sets Intell. Syst. 2(3): 244-256 (2012) - [j34]Zhengxin Chen:
Database Keyword Search: beyond its Current Landscape. Int. J. Inf. Technol. Decis. Mak. 11(2): 491-500 (2012) - [c46]Rajvardhan Patil, Zhengxin Chen, Yong Shi:
Database Keyword Search: A Perspective from Optimization. Web Intelligence/IAT Workshops 2012: 30-33 - [c45]Rajvardhan Patil, Zhengxin Chen:
STRUCT: incorporating contextual information for English query search on relational databases. KEYS 2012: 11-22 - 2010
- [c44]Pavan Kumar Attaluri, Zhengxin Chen, Guoqing Lu:
Applying neural networks to classify influenza virus antigenic types and hosts. CIBCB 2010: 1-6 - [c43]Zhengxin Chen, Nian Yan:
An Update and an Overview on Philosophical Foundation of Granular Computing. GrC 2010: 9-10 - [c42]Nian Yan, Zhengxin Chen, Yong Shi, Zhenyuan Wang:
A Nonlinear Multiregression Model Based on the Choquet Integral with a Quadratic Core. GrC 2010: 574-579
2000 – 2009
- 2009
- [j33]Gang Kou, Yi Peng, Zhengxin Chen, Yong Shi:
Multiple criteria mathematical programming for multi-class classification and application in network intrusion detection. Inf. Sci. 179(4): 371-381 (2009) - [r3]Zhengxin Chen:
Granular Computing, Philosophical Foundation for. Encyclopedia of Complexity and Systems Science 2009: 4324-4339 - 2008
- [j32]Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen:
A Multi-criteria Convex Quadratic Programming model for credit data analysis. Decis. Support Syst. 44(4): 1016-1030 (2008) - [j31]Zhengxin Chen:
Learning about Learners: System Learning in Virtual Learning Environment. Int. J. Comput. Commun. Control 3(1): 33-40 (2008) - [j30]Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen:
A Descriptive Framework for the Field of Data Mining and Knowledge Discovery. Int. J. Inf. Technol. Decis. Mak. 7(4): 639-682 (2008) - [c41]Nian Yan, Zhengxin Chen, Yong Shi:
Using k-Interactive Measure in Optimization-Based Data Mining. Web Intelligence/IAT Workshops 2008: 414-419 - [c40]Rong Liu, Nian Yan, Yong Shi, Zhengxin Chen:
Bound for the L2 Norm of Random Matrix and Succinct Matrix Approximation. ICCS (2) 2008: 426-435 - [c39]Nian Yan, Zhengxin Chen, Rong Liu, Yong Shi:
An Optimization-Based Classification Approach with the Non-additive Measure. ICCS (2) 2008: 450-458 - [c38]Nian Yan, Yong Shi, Zhengxin Chen:
Multiple Criteria Nonlinear Programming Classification with the Non-additive Measure. MCDM 2008: 289-297 - [p3]Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen:
Privacy-Preserving Data Mining for Medical Data: Application of Data Partition Methods. Communications and Discoveries from Multidisciplinary Data 2008: 331-340 - 2007
- [j29]Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen:
Privacy-Preserving Data Mining of Medical Data Using Data Separation-Based Techniques. Data Sci. J. 6: 429-434 (2007) - [c37]Miao Liu, Hai-Feng Guo, Zhengxin Chen:
On Multi-Relational Data Mining for Foundation of Data Mining. AICCSA 2007: 389-395 - [c36]Jiaxiong Pi, Yong Shi, Zhengxin Chen:
From similarity retrieval to cluster analysis: The case of R*-trees. CIDM 2007: 524-529 - [c35]Yi Peng, Gang Kou, Alan Sabatka, Jeff Matza, Zhengxin Chen, Deepak Khazanchi, Yong Shi:
Application of Classification Methods to Individual Disability Income Insurance Fraud Detection. International Conference on Computational Science (3) 2007: 852-858 - [c34]Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen:
epsilon-Support Vector and Large-Scale Data Mining Problems. International Conference on Computational Science (3) 2007: 874-881 - [c33]Nian Yan, Zhenyuan Wang, Zhengxin Chen:
Classification with Choquet Integral with Respect to Signed Non-additive Measure. ICDM Workshops 2007: 283-288 - [c32]Guoqing Lu, Kashi Buyyani, Naresh Goty, Ruben O. Donis, Zhengxin Chen:
Influenza A Virus Informatics: Genotype-Centered Database and Genotype Annotation. IMSCCS 2007: 76-83 - [c31]Sarah Lopez, Guoqing Lu, Zhengxin Chen:
Modeling miRNA data. SAC 2007: 158-162 - 2006
- [j28]Zhengxin Chen:
From Data Mining to Behavior Mining. Int. J. Inf. Technol. Decis. Mak. 5(4): 703-712 (2006) - [c30]Jiaxiong Pi, Yong Shi, Zhengxin Chen:
Evaluation of Cluster Analysis Algorithms Enhanced by Using R*-Trees. AICCSA 2006: 600-607 - [c29]Nian Yan, Zhenyuan Wang, Yong Shi, Zhengxin Chen:
Nonlinear Classification by Linear Programming with Signed Fuzzy Measures. FUZZ-IEEE 2006: 408-413 - [c28]Zhengxin Chen:
A graduate seminar on foundations of data mining. GrC 2006: 365-368 - [c27]Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen:
A New Multi-criteria Convex Quadratic Programming Model for Credit Analysis. International Conference on Computational Science (4) 2006: 476-484 - [c26]Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen:
Multiclass Credit Cardholders' Behaviors Classification Methods. International Conference on Computational Science (4) 2006: 485-492 - [c25]Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen:
A Systemic Framework for the Field of Data Mining and Knowledge Discovery. ICDM Workshops 2006: 395-399 - [c24]Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen:
Network Intrusion Detection by Multi-group Mathematical Programming based Classifier. ICDM Workshops 2006: 803-807 - [c23]Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen:
A Hybrid Strategy for Clustering Data Mining Documents. ICDM Workshops 2006: 838-842 - [c22]Yi Peng, Yong Shi, Xingsen Li, Zhengxin Chen, Gang Kou:
E-Business Intelligence Via MCMP-Based Data Mining Methods. WImBI 2006: 443-453 - 2005
- [j27]Yong Shi, Yi Peng, Gang Kou, Zhengxin Chen:
Classifying Credit Card Accounts for Business Intelligence and Decision Making: a Multiple-criteria Quadratic Programming Approach. Int. J. Inf. Technol. Decis. Mak. 4(4): 581-600 (2005) - [c21]Xuanfu Wu, Zhengxin Chen:
Toward dynamic ensembles: the BAGA approach. AICCSA 2005: 31 - [c20]Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen:
Using Optimization-Based Classification Method for Massive Datasets. AMCIS 2005: 110 - [c19]Miao Liu, Hai-Feng Guo, Zhengxin Chen:
Genetic Algorithm Based Approach for Nucleic Acid Pattern Extraction. AMCIS 2005: 329 - [c18]Yi Peng, Nian Yan, Gang Kou, Zhengxin Chen, Yong Shi:
Document Clustering in Antimicrobial Peptides Research. AMCIS 2005: 331 - [c17]Mengjun Wang, Jialin Zheng, Zhengxin Chen, Yong Shi:
Classification Methods for HIV-1 Medicated Neuronal Damage. CSB Workshops 2005: 31-32 - [c16]Jiaxiong Pi, Yong Shi, Zhengxin Chen:
Similarity and cluster analysis algorithms for Microarrays using R trees. CSB Workshops 2005: 91-92 - [c15]Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen:
Improving Clustering Analysis for Credit Card Accounts Classification. International Conference on Computational Science (3) 2005: 548-553 - [r2]Shin Parker, Zhengxin Chen:
Ensuring Serializability for Mobile-Client Data Caching. Encyclopedia of Database Technologies and Applications 2005: 223-228 - [r1]Yanpu Zhang, Zhengxin Chen:
Service Mechanism Quality for Enhanced Mobile Multimedia Database Query Processing. Encyclopedia of Database Technologies and Applications 2005: 619-623 - 2004
- [c14]Shin Parker, Zhengxin Chen, Eugene Y. Sheng:
Ensuring Serializability for Mobile Data Mining on Multimedia Objects. CASDMKM 2004: 90-98 - [c13]Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen, Xiaojun Chen:
A Multiple-Criteria Quadratic Programming Approach to Network Intrusion Detection. CASDMKM 2004: 145-153 - [c12]Xuanfu Wu, Zhengxin Chen:
Recognition of Exon/Intron Boundaries Using Dynamic Ensembles. CSB 2004: 485-486 - [c11]Haili Jiao, Peixin Yang, Zhengxin Chen:
Mining Estrogen Microarray Data: An Approach Using Contrast Data Analysis. CSB 2004: 560-561 - [c10]Priyanka Dubey, Zhengxin Chen, Yong Shi:
Using Branch-Grafted R-trees for Spatial Data Mining. International Conference on Computational Science 2004: 657-660 - [c9]Yi Peng, Gang Kou, Zhengxin Chen, Yong Shi:
Cross-Validation and Ensemble Analyses on Multiple-Criteria Linear Programming Classification for Credit Cardholder Behavior. International Conference on Computational Science 2004: 931-939 - [c8]Shin Parker, Zhengxin Chen:
Extending invalid-access prevention policy protocols for mobile-client data caching. SAC 2004: 1171-1176 - [e1]Yong Shi, Weixuan Xu, Zhengxin Chen:
Data Mining and Knowledge Management, Chinese Academy of Sciences Symposium, CASDMKM 2004, Beijing, China, July 12-14, 2004, Revised Papers. Lecture Notes in Computer Science 3327, Springer 2004, ISBN 3-540-23987-1 [contents] - 2002
- [j26]Ying Sun, Qiuming Zhu, Zhengxin Chen:
An iterative initial-points refinement algorithm for categorical data clustering. Pattern Recognit. Lett. 23(7): 875-884 (2002) - [c7]Xihua Zhang, Zhengxin Chen:
Algorithms for finding Influential association Rules. FSKD 2002: 499-503 - [p2]Zhengxin Chen:
Data Warehousing and Data Marts. Encyclopedia of Information Systems 2002: 521-533 - [p1]Lakhmi C. Jain, Zhengxin Chen:
Industry, Artificial Intelligence in. Encyclopedia of Information Systems 2002: 583-597 - 2001
- [j25]Miao Chen, Qiuming Zhu, Zhengxin Chen:
An integrated interactive environment for knowledge discovery from heterogeneous data resources. Inf. Softw. Technol. 43(8): 487-496 (2001) - 2000
- [j24]Thomas Schreck, Zhengxin Chen:
Branch grafting method for R-tree implementation. J. Syst. Softw. 53(1): 83-93 (2000) - [c6]Amy Feekin, Zhengxin Chen:
Duplicate Detection Using K-way Sorting Method. SAC (1) 2000: 323-327 - [c5]Thomas Schreck, Zhengxin Chen:
R-Tree Implementation Using Branch-Grafting Method. SAC (1) 2000: 328-332
1990 – 1999
- 1999
- [j23]Zhengxin Chen:
Retrospective analysis for knowledge-based idea generation of new artifacts. Knowl. Based Syst. 12(7): 333-339 (1999) - 1998
- [j22]Zhengxin Chen:
Co-states, Constraints, and Diagrammatic Reasoning. Cybern. Syst. 29(6): 625-633 (1998) - [j21]Zhengxin Chen:
Toward a better understanding of idea processors. Inf. Softw. Technol. 40(10): 541-553 (1998) - [j20]Zhengxin Chen, Qiuming Zhu:
Query Construction for User-Guided Knowledge Discovery in Databases. Inf. Sci. 109(1-4): 49-64 (1998) - [j19]G. Griffin, Zhengxin Chen:
Rough set extension of Tcl for data mining. Knowl. Based Syst. 11(3-4): 249-253 (1998) - 1997
- [j18]Zhengxin Chen:
Combining Creativity and Expertise. Cybern. Syst. 28(4): 327-336 (1997) - [j17]Thomas Schreck, Zhengxin Chen:
Implementation of locking schemes in extended dependency graphs. Inf. Softw. Technol. 39(7): 477-483 (1997) - [c4]Qiuming Zhu, Zhengxin Chen:
Knowledge Discovery from Databases with the Guidance of a Causal Network. ISMIS 1997: 401-410 - 1996
- [j16]Zhengxin Chen:
Generating suggestions through document structure mapping. Decis. Support Syst. 16(4): 297-314 (1996) - [j15]Zhengxin Chen:
Using meta-rules for fuzzy inference control. Fuzzy Sets Syst. 79(2): 163-173 (1996) - [j14]Zhengxin Chen:
Role-Limiting Methods for Automated Knowledge Acquisition: A Problem-Solving Perspective. Inf. Process. Manag. 32(2): 239-245 (1996) - 1995
- [j13]Zhengxin Chen:
Interacting with software system components. Decis. Support Syst. 14(4): 349-357 (1995) - 1994
- [j12]Zhengxin Chen:
Knowledge Discovery and System-User Partnership: On a Production "Adversarial Partnership" Approach. AI Soc. 8(4): 314-356 (1994) - [j11]Zhengxin Chen:
Enhancing Database Management to Knowledge Base Management: The Role of Information Retrieval Technology. Inf. Process. Manag. 30(3): 419-436 (1994) - 1993
- [j10]Zhengxin Chen:
From Participatory Design to Participating Problem Solving: Enhancing System Adaptability Through User Modelling. AI Soc. 7(3): 238-247 (1993) - [j9]Zhengxin Chen:
A Conceptual Model for Storage and Retrieval of Short Scientific Texts. Inf. Process. Manag. 29(2): 209-214 (1993) - [j8]Zhengxin Chen:
Let Documents Talk to each other: a Computer Model for Connection of Short Documents. J. Documentation 49(1): 44-54 (1993) - [j7]Zhengxin Chen:
Grammar mapping for conceptual patterns. Pattern Recognit. 26(11): 1709-1716 (1993) - [j6]Zhengxin Chen:
Intelligence and Discovery in an Information Society: An Essay in Memory of Derek de Solla Price. Inf. Soc. 9(3): 277-280 (1993) - 1992
- [j5]Zhengxin Chen:
Remarks on Intelligence as Extended Retrieval and Its Implications. AI Soc. 6(4): 367-373 (1992) - [j4]Zhengxin Chen:
User responsibility and exception handling in decision support systems. Decis. Support Syst. 8(6): 537-540 (1992) - 1991
- [j3]Zhengxin Chen, Sam Al-Schamma:
Integrated Use of Expert Systems at the K-Tree Level. SIGART Bull. 2(4): 6-11 (1991) - [j2]Zhengxin Chen:
From student model to teacher model: enriching our view of the impact of computers on society. SIGCAS Comput. Soc. 21(2-4): 46-48 (1991) - 1990
- [j1]Semir Al-Schamma, Zhengxin Chen:
An open system approach to integration of expert systems. Appl. Artif. Intell. 4(3): 145-154 (1990)
1980 – 1989
- 1989
- [c3]Zhengxin Chen:
Parallel rule searching. IEA/AIE (2) 1989: 758-763 - [c2]Zhengxin Chen:
Rule Mapping and Expert Systems Reuse. SEKE 1989: 54-57 - 1988
- [c1]Zhengxin Chen:
Building Expert Systems through the Integration of Mental Models. IEA/AIE (Vol. 2) 1988: 754-761
Coauthor Index
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