| 2019 | ICMLA | 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 |
| 2017 | DASC | Exploring Dynamic Granules for Time-Varying Big Data. | Zhengxin Chen |
| 2012 | SIGMOD | STRUCT: incorporating contextual information for English query search on relational databases. | Rajvardhan Patil, Zhengxin Chen |
| 2010 | CIBCB | Applying neural networks to classify influenza virus antigenic types and hosts. | Pavan Kumar Attaluri, Zhengxin Chen, Guoqing Lu |
| 2010 | GRC | An Update and an Overview on Philosophical Foundation of Granular Computing. | Zhengxin Chen, Nian Yan |
| 2010 | GRC | A Nonlinear Multiregression Model Based on the Choquet Integral with a Quadratic Core. | Nian Yan, Zhengxin Chen, Yong Shi, Zhenyuan Wang |
| 2008 | ICCS | Bound for the L2 Norm of Random Matrix and Succinct Matrix Approximation. | Rong Liu, Nian Yan, Yong Shi, Zhengxin Chen |
| 2008 | ICCS | An Optimization-Based Classification Approach with the Non-additive Measure. | Nian Yan, Zhengxin Chen, Rong Liu, Yong Shi |
| 2007 | AICCSA | On Multi-Relational Data Mining for Foundation of Data Mining. | Miao Liu, Hai-Feng Guo, Zhengxin Chen |
| 2007 | CIDM | From similarity retrieval to cluster analysis: The case of R*-trees. | Jiaxiong Pi, Yong Shi, Zhengxin Chen |
| 2007 | ICCS | epsilon-Support Vector and Large-Scale Data Mining Problems. | Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen |
| 2007 | ICCS | Application of Classification Methods to Individual Disability Income Insurance Fraud Detection. | Yi Peng, Gang Kou, Alan Sabatka, Jeff Matza, Zhengxin Chen, Deepak Khazanchi, Yong Shi |
| 2007 | ICDM | Classification with Choquet Integral with Respect to Signed Non-additive Measure. | Nian Yan, Zhenyuan Wang, Zhengxin Chen |
| 2007 | SAC | Modeling miRNA data. | Sarah Lopez, Guoqing Lu, Zhengxin Chen |
| 2006 | AICCSA | Evaluation of Cluster Analysis Algorithms Enhanced by Using R*-Trees. | Jiaxiong Pi, Yong Shi, Zhengxin Chen |
| 2006 | GRC | A graduate seminar on foundations of data mining. | Zhengxin Chen |
| 2006 | ICCS | A New Multi-criteria Convex Quadratic Programming Model for Credit Analysis. | Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen |
| 2006 | ICCS | Multiclass Credit Cardholders' Behaviors Classification Methods. | Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen |
| 2006 | ICDM | Network Intrusion Detection by Multi-group Mathematical Programming based Classifier. | Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen |
| 2006 | ICDM | A Systemic Framework for the Field of Data Mining and Knowledge Discovery. | Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen |
| 2006 | ICDM | A Hybrid Strategy for Clustering Data Mining Documents. | Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen |
| 2005 | AICCSA | Toward dynamic ensembles: the BAGA approach. | Xuanfu Wu, Zhengxin Chen |
| 2005 | ICCS | Improving Clustering Analysis for Credit Card Accounts Classification. | Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen |
| 2004 | ICCS | Using Branch-Grafted R-trees for Spatial Data Mining. | Priyanka Dubey, Zhengxin Chen, Yong Shi |
| 2004 | ICCS | Cross-Validation and Ensemble Analyses on Multiple-Criteria Linear Programming Classification for Credit Cardholder Behavior. | Yi Peng, Gang Kou, Zhengxin Chen, Yong Shi |
| 2004 | SAC | Extending invalid-access prevention policy protocols for mobile-client data caching. | Shin Parker, Zhengxin Chen |
| 2000 | SAC | Duplicate Detection Using K-way Sorting Method. | Amy Feekin, Zhengxin Chen |
| 2000 | SAC | R-Tree Implementation Using Branch-Grafting Method. | Thomas Schreck, Zhengxin Chen |
| 1997 | ISMIS | Knowledge Discovery from Databases with the Guidance of a Causal Network. | Qiuming Zhu, Zhengxin Chen |
| 1989 | SEKE | Rule Mapping and Expert Systems Reuse. | Zhengxin Chen |