Yong Shi

Yong Shi: Editor's Introduction. International Journal of Information Technology and Decision Making 12(1): 1-8 (2013)

Yong Shi: Editor's Introduction. International Journal of Information Technology and Decision Making 12(2): 175-178 (2013)

Zhiquan Qi, Yingjie Tian, Yong Shi: Structural twin support vector machine for classification. Knowl.-Based Syst. 43: 74-81 (2013)

Zhiquan Qi, Yingjie Tian, Yong Shi: Robust twin support vector machine for pattern classification. Pattern Recognition 46(1): 305-316 (2013)

Daji Ergu, Gang Kou, Yi Peng, Yong Shi, Yu Shi: The analytic hierarchy process: task scheduling and resource allocation in cloud computing environment. The Journal of Supercomputing 64(3): 835-848 (2013)

Liheng Jian, Cheng Wang, Ying Liu, Shenshen Liang, Weidong Yi, Yong Shi: Parallel data mining techniques on Graphics Processing Unit with Compute Unified Device Architecture (CUDA). The Journal of Supercomputing 64(3): 942-967 (2013)

Yi Peng, Yong Shi: Editorial: Multiple criteria decision making and operations research. Annals OR 197(1): 1-4 (2012)

Nian Yan, Zhengxin Chen, Yong Shi, Zhenyuan Wang: A non-linear multi-regression model based on the Choquet integral with a quadratic core. IJGCRSIS 2(3): 244-256 (2012)

Gang Kou, Yanqun Lu, Yi Peng, Yong Shi: Evaluation of Classification Algorithms Using MCDM and Rank Correlation. International Journal of Information Technology and Decision Making 11(1): 197-225 (2012)

Yong Shi: Editor's Introduction. International Journal of Information Technology and Decision Making 11(1) (2012)

Antonio Gabriel López-Herrera, Enrique Herrera-Viedma, Manolo J. Cobo, M. A. Martínez, Gang Kou, Yong Shi: A Conceptual Snapshot of the First Decade (2002-2011) of the International Journal of Information Technology & Decision Making. International Journal of Information Technology and Decision Making 11(2): 247-270 (2012)

Yong Shi: Editor's Introduction - Special Issue: 10th Anniversary of Ijitdm. International Journal of Information Technology and Decision Making 11(2) (2012)

Yong Shi: Editor's Introduction. International Journal of Information Technology and Decision Making 11(3): 521-524 (2012)

Yong Shi: Editor's Introduction. International Journal of Information Technology and Decision Making 11(4): 705-708 (2012)

Yong Shi: Editor's Introduction. International Journal of Information Technology and Decision Making 11(5): 875-878 (2012)

Yong Shi: Editor's Introduction. International Journal of Information Technology and Decision Making 11(6): 1031-1032 (2012)

Peng Zhang, Byron J. Gao, Ping Liu, Yong Shi, Li Guo: A framework for application-driven classification of data streams. Neurocomputing 92: 170-182 (2012)

Gang Kou, Yong Shi, Guozhu Dong: Data mining for software trustworthiness. Inf. Sci. 191: 1-2 (2012)

Jing He, Yanchun Zhang, Guangyan Huang, Yong Shi, Jie Cao: Distributed data possession checking for securing multiple replicas in geographically-dispersed clouds. J. Comput. Syst. Sci. 78(5): 1345-1358 (2012)

Lingfeng Niu, Jianmin Wu, Yong Shi: Training the max-margin sequence model with the relaxed slack variables. Neural Networks 33: 228-235 (2012)

Zhiquan Qi, Yingjie Tian, Yong Shi: Laplacian twin support vector machine for semi-supervised classification. Neural Networks 35: 46-53 (2012)

Zhiquan Qi, Yingjie Tian, Yong Shi: Twin support vector machine with Universum data. Neural Networks 36: 112-119 (2012)

Hesham H. Ali, Yong Shi, Deepak Khazanchi, Michael Lees, G. Dick van Albada, Jack Dongarra, Peter M. A. Sloot: Empowering Science through Computing, Preface for ICCS 2012. Procedia CS 9: 1-6 (2012)

Gang Lv, Bulei Yu, Zhangqi Chen, Zongfang Zhou, Yong Shi: The Analysis of Peasant Household's Credit Behavior. Procedia CS 9: 1228-1233 (2012)

Zhiquan Qi, Yingjie Tian, Yong Shi: Regularized Multiple Criteria Linear Programming via Linear Programming. Procedia CS 9: 1234-1239 (2012)

Lingfeng Niu, Jianmin Wu, Yong Shi: Entity Disambiguation with Textual and Connection Information. Procedia CS 9: 1249-1255 (2012)

Yi Peng, Yong Zhang, Gang Kou, Jun Li, Yong Shi: Multicriteria Decision Making Approach for Cluster Validation. Procedia CS 9: 1283-1291 (2012)

Lingling Zhang, Caifeng Hu, Quan Chen, Yibing Chen, Yong Shi: Domain Knowledge Based Personalized Recommendation Model and Its Application in Cross-selling. Procedia CS 9: 1314-1323 (2012)

Le Yang, Zhongbin Ouyang, Yong Shi: A Modified Clustering Method Based on Self-Organizing Maps and Its Applications. Procedia CS 9: 1371-1379 (2012)

Fang Wang, Yong Shi: An Improvement of Choosing Map-join Candidates in Hive. Procedia CS 9: 2012-2015 (2012)

Yong Shi, Brian Graham: A Similarity Search Approach to Solving the Multi-query Problems. ACIS-ICIS 2012: 237-242

Yingjie Tian, Xuchan Ju, Zhiquan Qi, Yong Shi: Efficient sparse least squares support vector machines for pattern classification. FSKD 2012: 697-701

Juanying Xie, Jinhu Lei, Weixin Xie, Xinbo Gao, Yong Shi, Xiaohui Liu: Novel Hybrid Feature Selection Algorithms for Diagnosing Erythemato-Squamous Diseases. HIS 2012: 173-185

Zhiquan Qi, Yingjie Tian, Yong Shi: Regular Multiple Criteria Linear Programming for Semi-supervised Classification. ICDM Workshops 2012: 500-505

Yong Shi, Brian Graham: An Approach to Reshaping Clusters for Nearest Neighbor Search. IDEAL 2012: 60-67

Yong Shi: China's national personal credit scoring system: a real-life intelligent knowledge application. KDD 2012: 406

Yi Peng, Guoxun Wang, Gang Kou, Yong Shi: An empirical study of classification algorithm evaluation for financial risk prediction. Appl. Soft Comput. 11(2): 2906-2915 (2011)

Ruoying Chen, Wenjing Chen, Sixiao Yang, Di Wu, Yong Wang, Yingjie Tian, Yong Shi: Rigorous assessment and integration of the sequence and structure based features to predict hot spots. BMC Bioinformatics 12: 311 (2011)

Peng Zhang, Xingquan Zhu, Yong Shi, Li Guo, Xindong Wu: Robust ensemble learning for mining noisy data streams. Decision Support Systems 50(2): 469-479 (2011)

Gang Kou, Yong Shi, Shouyang Wang: Multiple criteria decision making and decision support systems - Guest editor's introduction. Decision Support Systems 51(2): 247-249 (2011)

Daji Ergu, Gang Kou, Yi Peng, Yong Shi: A simple method to improve the consistency ratio of the pair-wise comparison matrix in ANP. European Journal of Operational Research 213(1): 246-259 (2011)

Jingli Liu, Jianping Li, Weixuan Xu, Yong Shi: A weighted L_q adaptive least squares support vector machine classifiers - Robust and sparse approximation. Expert Syst. Appl. 38(3): 2253-2259 (2011)

Xiaofei Zhou, Wenhan Jiang, Yong Shi, Yingjie Tian: Credit risk evaluation with kernel-based affine subspace nearest points learning method. Expert Syst. Appl. 38(4): 4272-4279 (2011)

Zhenyu Chen, Jianping Li, Liwei Wei, Weixuan Xu, Yong Shi: Multiple-kernel SVM based multiple-task oriented data mining system for gene expression data analysis. Expert Syst. Appl. 38(10): 12151-12159 (2011)

Guangli Nie, Wei Rowe, Lingling Zhang, Yingjie Tian, Yong Shi: Credit card churn forecasting by logistic regression and decision tree. Expert Syst. Appl. 38(12): 15273-15285 (2011)

Yi Peng, Gang Kou, Guoxun Wang, Wenshuai Wu, Yong Shi: Ensemble of Software Defect Predictors: an AHP-Based Evaluation Method. International Journal of Information Technology and Decision Making 10(1): 187-206 (2011)

Yong Shi: Editor's Introduction. International Journal of Information Technology and Decision Making 10(5) (2011)

Aihua Li, Yong Shi, Jing He, Yanchun Zhang: A Fuzzy Linear Programming-Based Classification Method. International Journal of Information Technology and Decision Making 10(6): 1161-1174 (2011)

Yong Shi: Editor's Introduction. International Journal of Information Technology and Decision Making 10(6) (2011)

Dongling Zhang, Yingjie Tian, Yong Shi: A group of knowledge-incorporated multiple criteria linear programming classifiers. J. Computational Applied Mathematics 235(13): 3705-3717 (2011)

DongHong Sun, Li Liu, Peng Zhang, Xingquan Zhu, Yong Shi: Decision Rule Extraction for Regularized Multiple Criteria Linear Programming Model. IJDWM 7(3): 88-101 (2011)

Yong Shi: Finding Clusters and Outliers for Data Sets with Constraints. J. Intelligent Systems 20(1): 3-14 (2011)

Yong Shi, Li Zhang: COID: A cluster-outlier iterative detection approach to multi-dimensional data analysis. Knowl. Inf. Syst. 28(3): 709-733 (2011)

Jianping Li, Shanli Yi, Jichuang Feng, Yong Shi: Modelling the mitigation impact of insurance in Operational Risk management. Procedia CS 4: 1668-1674 (2011)

Yingjie Tian, Yong Shi, Xiaojun Chen, Wenjing Chen: AUC Maximizing Support Vector Machines with Feature Selection. Procedia CS 4: 1691-1698 (2011)

Lingfeng Niu, Jianmin Wu, Yong Shi: Second-order Mining for Active Collaborative Filtering. Procedia CS 4: 1726-1734 (2011)

Yong Shi: A conversation with Dr. Yong Shi. SIGKDD Explorations 13(2): 87-88 (2011)

Yong Shi, Kuan Huang, Changtao Wang, Bin Ma: Study on human-simulated intelligence elevator controller - Based on SCM. EMEIT 2011: 4474-4477

Yibing Chen, Lingling Zhang, Jun Li, Yong Shi: Domain Driven Two-Phase Feature Selection Method Based on Bhattacharyya Distance and Kernel Distance Measurements. Web Intelligence/IAT Workshops 2011: 217-220

Lingfeng Niu, Yong Shi: MSSVM: A Modular Solver for Support Vector Machines. Web Intelligence/IAT Workshops 2011: 225-228

Zhongbin Ouyang, Yong Shi: A Fuzzy Clustering Algorithm for Petroleum Data. Web Intelligence/IAT Workshops 2011: 233-236

Yibing Chen, Lingling Zhang, Yong Shi: Post Mining of Multiple Criteria Linear Programming Classification Model for Actionable Knowledge in Credit Card Churning Management. ICDM Workshops 2011: 204-211

Lingfeng Niu, Jianmin Wu, Yong Shi: Entity Resolution with Attribute and Connection Graph. ICDM Workshops 2011: 267-271

Warawut Suphamitmongkol, Guangli Nie, Rong Liu, Yong Shi: Classification for Orange Varieties Using Near Infrared Spectroscopy. ICDM Workshops 2011: 280-285

Wuming Jing, Xi Chen, Sean Lyttle, Zhenbo Fu, Yong Shi, David J. Cappelleri: A magnetic thin film microrobot with two operating modes. ICRA 2011: 96-101

Bachar Zineddin, Zidong Wang, Yong Shi, Yurong Li, Min Du, Xiaohui Liu: A multi-view approach to cDNA micro-array analysis. I. J. Computational Biology and Drug Design 3(2): 91-111 (2010)

Yuejin Zhang, Lingling Zhang, Ying Liu, Yong Shi: Mining intelligent knowledge from a two-phase association rules mining. IJDMMM 2(4): 403-419 (2010)

Yong Shi: A Dimension Reduction Approach Using Shrinking for Multi-Dimensional Data Analysis. IJIIP 1(2): 86-98 (2010)

Yong Shi: The Research Trend of Information Technology and Decision Making in 2009. International Journal of Information Technology and Decision Making 9(1): 1-8 (2010)

Yong Shi: Editor's Introduction. International Journal of Information Technology and Decision Making 9(3): 345-347 (2010)

Ying Liu, Jianwei Li, Wei-keng Liao, Alok N. Choudhary, Yong Shi: High Utility Itemsets Mining. International Journal of Information Technology and Decision Making 9(6): 905-934 (2010)

Xiaofei Zhou, Wenhan Jiang, Yingjie Tian, Yong Shi: Kernel subclass convex hull sample selection method for SVM on face recognition. Neurocomputing 73(10-12): 2234-2246 (2010)

Zidong Wang, Yurong Liu, Xiaohui Liu, Yong Shi: Robust state estimation for discrete-time stochastic neural networks with probabilistic measurement delays. Neurocomputing 74(1-3): 256-264 (2010)

Yong Shi: Multiple criteria optimization-based data mining methods and applications: a systematic survey. Knowl. Inf. Syst. 24(3): 369-391 (2010)

Lingfeng Niu, Yong Shi: A new training method for sequence data. Procedia CS 1(1): 2391-2396 (2010)

Jing Yu, Bin Xu, Haizhen Yang, Yong Shi: The strategic asset allocation optimization model of sovereign wealth funds based on maximum CRRA utility & minimum VAR. Procedia CS 1(1): 2433-2440 (2010)

Yuejin Zhang, Peng Zhang, Lingling Zhang, Yong Shi: Knowledge extraction from multiple criteria linear programming classification approach. Procedia CS 1(1): 2441-2448 (2010)

Xiaofei Zhou, Wenhan Jiang, Yong Shi: Credit risk evaluation by using nearest subspace method. Procedia CS 1(1): 2449-2455 (2010)

Jing He, Yanchun Zhang, Yong Shi, Guangyan Huang: Domain-Driven Classification Based on Multiple Criteria and Multiple Constraint-Level Programming for Intelligent Credit Scoring. IEEE Trans. Knowl. Data Eng. 22(6): 826-838 (2010)

Xingquan Zhu, Peng Zhang, Xiaodong Lin, Yong Shi: Active Learning From Stream Data Using Optimal Weight Classifier Ensemble. IEEE Transactions on Systems, Man, and Cybernetics, Part B 40(6): 1607-1621 (2010)

Peng Zhang, Xingquan Zhu, Zhiwang Zhang, Yong Shi: Multiple criteria programming models for VIP E-Mail behavior analysis. Web Intelligence and Agent Systems 8(1): 69-78 (2010)

Yong Shi: Towards improving a similarity search approach. ACM Southeast Regional Conference 2010: 49

Yong Shi: Towards improving subspace data analysis. ACM Southeast Regional Conference 2010: 63

Yong Shi: Obstacle clustering and outlier detection. ACM Southeast Regional Conference 2010: 88

Yong Shi: Inter-dimensional fuzzy clustering. ACM Southeast Regional Conference 2010: 89

Yong Shi, Ali Tavakoli: A Dimension-wise Algorithm for Multi-dimensional Data. DMIN 2010: 396-402

Yong Shi, Tyler Kling: Improving the Ability of Mining for Multi-dimensional Data. FGIT-DTA/BSBT 2010: 291-298

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

Jing Chu, Zhenyuan Wang, Yong Shi: Analysis to the Contributions from Feature Attributes in Nonlinear Classification Based on the Choquet Integral. GrC 2010: 677-682

Jing Yu, Bin Xu, Yong Shi: The Domain Knowledge Driven Intelligent Data Auditing Model. Web Intelligence/IAT Workshops 2010: 199-202

Lingfeng Niu, Yong Shi: Using Projection Gradient Method to Train Linear Support Vector Machines. Web Intelligence/IAT Workshops 2010: 207-210

Guoxun Wang, Liang Liu, Yi Peng, Guangli Nie, Gang Kou, Yong Shi: Predicting Credit Card Holder Churn in Banks of China Using Data Mining and MCDM. Web Intelligence/IAT Workshops 2010: 215-218

Xiao Wang, Yuehua Zhang, Lingling Zhang, Yong Shi: A Knowledge Discovery Case Study of Software Quality Prediction: ISBSG Database. Web Intelligence/IAT Workshops 2010: 219-222

Guangli Nie, Lingling Zhang, Yuejin Zhang, Wei Deng, Yong Shi: Find Intelligent Knowledge by Second-Order Mining: Three Cases from China. ICDM Workshops 2010: 1189-1195

Lingfeng Niu, Yong Shi: Semi-supervised PLSA for Document Clustering. ICDM Workshops 2010: 1196-1203

Xiaofei Zhou, Yong Shi: Subspace Distance-Based Sampling Method for SVM. ICDM Workshops 2010: 1289-1296

Xiao-Yong Li, Li-Tao Zhou, Yong Shi, Yu Guo: A trusted computing environment model in cloud architecture. ICMLC 2010: 2843-2848

Yong Shi, Yingjie Tian, Xiaojun Chen, Peng Zhang: Regularized multiple criteria linear programs for classification. Science in China Series F: Information Sciences 52(10): 1812-1820 (2009)

Juliang Zhang, Yong Shi, Peng Zhang: Several multi-criteria programming methods for classification. Computers & OR 36(3): 823-836 (2009)

Guangli Nie, Lingling Zhang, Ying Liu, Xiuyu Zheng, Yong Shi: Decision analysis of data mining project based on Bayesian risk. Expert Syst. Appl. 36(3): 4589-4594 (2009)

Zhiwang Zhang, Yong Shi, Guangxia Gao: A rough set-based multiple criteria linear programming approach for the medical diagnosis and prognosis. Expert Syst. Appl. 36(5): 8932-8937 (2009)

Dongling Zhang, Yong Shi, Yingjie Tian, Meihong Zhu: A class of classification and regression methods by multiobjective programming. Frontiers of Computer Science in China 3(2): 192-204 (2009)

Yong Shi: Current Research Trend: Information Technology and Decision Making in 2008. International Journal of Information Technology and Decision Making 8(1): 1-5 (2009)

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)

Yong Shi: Towards solving similarity search problems using fuzzy concept for multi-dimensional data. ACM Southeast Regional Conference 2009

Yong Shi: A dynamic insertion approach for multi-dimensional data using index structures. ACM Southeast Regional Conference 2009

Xiaofei Zhou, Yong Shi, Peng Zhang, Guangli Nie, Wenhan Jiang: A New Classification Method for PCA-Based Face Recognition. BIFE 2009: 445-449

Lingling Zhang, Jun Li, Aihua Li, Peng Zhang, Guangli Nie, Yong Shi: A New Research Field: Intelligent Knowledge Management. BIFE 2009: 450-454

Yuejin Zhang, Lingling Zhang, Guangli Nie, Yong Shi: A Survey of Interestingness Measures for Association Rules. BIFE 2009: 460-463

Jing Yu, Bin Xu, Yong Shi: The Pareto-Frontier Solution to the MultiProject & Multiple Item Stochastic Chance-Constrained Investment Combination. BIFE 2009: 510-513

Peng Zhang, Lingling Zhang, Guangli Nie, Yuejin Zhang, Yong Shi: Transfer Knowledge via Relational K-Means Method. BIFE 2009: 656-659

Guoxun Wang, Guangli Nie, Peng Zhang, Yong Shi: Personal Financial Market Segmentation Based on Clustering Ensembles. CSIE (3) 2009: 694-698

Lingling Zhang, Guangli Nie, Yuejin Zhang, Ying Wang, Yong Shi: A Way to Implement Intelligent Knowledge Push in Knowledge Management System. CSO (1) 2009: 746-749

Yong Shi: A Fuzzy Index Structure for Multi-Dimensional Data. DMIN 2009: 239-242

Yong Shi, Shouyang Wang, Xiaotie Deng: Chairs' Introduction to Workshop on Computational Finance and Business Intelligence. ICCS (2) 2009: 513-514

Peng Zhang, Xingquan Zhu, Yong Shi: Bias-Variance Analysis for Ensembling Regularized Multiple Criteria Linear Programming Models. ICCS (2) 2009: 524-533

Yi Peng, Gang Kou, Yong Shi: Knowledge-Rich Data Mining in Financial Risk Detection. ICCS (2) 2009: 534-542

Guangli Nie, Guoxun Wang, Peng Zhang, Yingjie Tian, Yong Shi: Finding the Hidden Pattern of Credit Card Holder's Churn: A Case of China. ICCS (2) 2009: 561-569

Xiaofei Zhou, Yong Shi: Nearest Neighbor Convex Hull Classification Method for Face Recognition. ICCS (2) 2009: 570-577

Lingling Zhang, Qingxi Wang, Jie Wei, Xiao Wang, Yong Shi: The Measurement of Distinguishing Ability of Classification in Data Mining Model and Its Statistical Significance. ICCS (2) 2009: 578-587

Ying Wang, Peng Zhang, Guangli Nie, Yong Shi: Multiple Criteria Quadratic Programming for Financial Distress Prediction of the Listed Manufacturing Companies. ICCS (2) 2009: 616-624

Yuehua Zhang, Peng Zhang, Yong Shi: Kernel Based Regularized Multiple Criteria Linear Programming Model. ICCS (2) 2009: 625-632

Xiaofei Zhou, Wenhan Jiang, Yingjie Tian, Peng Zhang, Guangli Nie, Yong Shi: A New Kernel-Based Classification Algorithm. ICDM 2009: 1094-1099

Xingsen Li, Lingling Zhang, Zhengxiang Zhu, Yong Shi: Research Challenges and Solutions for the Knowledge Overload with Data Mining. JCAI 2009: 237-240

Sung-Hyuk Park, Soon-Young Huh, Peng Zhang, Yong Shi: A Study on Identifying Essential Hyperplanes for Constructing a Multiclass Classification Model. NCM 2009: 1798-1804

Yi Zhang, Jun Zhang, XingZu Shu, Lei Guo, Yong Shi, XinBo Liu: Optimization of Intelligent Compactness Control Rule of Vibratory Roller Based on Genetic Algorithm Method. NCM 2009: 1943-1947

Shiyou Xu, Yong Shi: High sensitivity, low operational temperature ITO nano gas sensor with integrated circuits. NEMS 2009: 690-693

Peng Zhang, Xingquan Zhu, Yong Shi, Xindong Wu: An Aggregate Ensemble for Mining Concept Drifting Data Streams with Noise. PAKDD 2009: 1021-1029

Gang Kou, Yi Peng, Yong Shi: Multiple Criteria Optimization in Data Mining. Encyclopedia of Data Warehousing and Mining 2009: 1386-1389

Shuichi Iwata, Yukio Ohsawa, Shusaku Tsumoto, Ning Zhong, Yong Shi, Lorenzo Magnani (Eds.): Communications and Discoveries from Multidisciplinary Data. Studies in Computational Intelligence 123, Springer 2008, isbn 978-3-540-78732-7

Aihua Li, Yong Shi, Jing He: MCLP-based methods for improving "Bad" catching rate in credit cardholder behavior analysis. Appl. Soft Comput. 8(3): 1259-1265 (2008)

Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen: A Multi-criteria Convex Quadratic Programming model for credit data analysis. Decision Support Systems 44(4): 1016-1030 (2008)

Ying Zhang, Lin Chen, Zongfang Zhou, Yong Shi: A Geometrical Method on Multidimensional Dynamic Credit Evaluation. International Journal of Information Technology and Decision Making 7(1): 103-114 (2008)

Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen: A Descriptive Framework for the Field of Data Mining and Knowledge Discovery. International Journal of Information Technology and Decision Making 7(4): 639-682 (2008)

Peng Zhang, Zhiwang Zhang, Aihua Li, Yong Shi: Global and Local (Glocal) Bagging Approach for Classifying Noisy Dataset. Int. J. Software and Informatics 2(2): 181-197 (2008)

Jun Li, Lingling Zhang, Yong Shi: Research on Evaluation Model of Organisational Knowledge Assets. JIKM 7(1): 47-54 (2008)

Yong Shi: SubCOID: an attempt to explore cluster-outlier iterative detection approach to multi-dimensional data analysis in subspace. ACM Southeast Regional Conference 2008: 132-135

Yong Shi: FuzzyShrinking: improving shrinking-based data mining algorithms using fuzzy concept for multi-dimensional data. ACM Southeast Regional Conference 2008: 260-263

Yong Shi, Rong Liu, Nian Yan, Zhenxing Chen: A Family of Optimization Based Data Mining Methods. APWeb 2008: 26-38

Zhiwang Zhang, Yong Shi, Guangxia Gao, Yaohui Chai: An Effective Feature Selection Method Using the Contribution Likelihood Ratio of Attributes for Classification. APWeb Workshops 2008: 165-171

Yong Shi: Towards Solving Dimension Reduction Problems for Multi-Dimensional Data. DMIN 2008: 202-208

Yong Shi: Towards Iteratively Analyzing the Distribution of Multi-Dimensional Data. DMIN 2008: 543-549

Yong Shi, Li Zhang: PanKNN: A Dimension-wise Approach to Similarity Search Problems. DMIN 2008: 555-561

Nian Yan, Zhengxin Chen, Yong Shi: Using k-Interactive Measure in Optimization-Based Data Mining. Web Intelligence/IAT Workshops 2008: 414-419

Meihong Zhu, Yong Shi, Aihua Li, Peng Zhang: A Bias-Variance Analysis of Multiple Criteria Linear Programming Classification Ensembles. Web Intelligence/IAT Workshops 2008: 447-450

Yong Shi, Rong Liu, Nian Yan, Zhenxing Chen: Multiple Criteria Mathematical Programming and Data Mining. ICCS (1) 2008: 7-17

Yong Shi, Shouyang Wang, Xiaotie Deng: Workshop on Computational Finance and Business Intelligence. ICCS (2) 2008: 407

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

Peng Zhang, Yingjie Tian, Xingsen Li, Zhiwang Zhang, Yong Shi: Select Representative Samples for Regularized Multiple-Criteria Linear Programming Classification. ICCS (2) 2008: 436-440

Nian Yan, Zhengxin Chen, Rong Liu, Yong Shi: An Optimization-Based Classification Approach with the Non-additive Measure. ICCS (2) 2008: 450-458

Ying Zhang, Zongfang Zhou, Yong Shi: A Selection Method of ETF's Credit Risk Evaluation Indicators. ICCS (2) 2008: 459-465

Zhiwang Zhang, Yong Shi, Peng Zhang, Guangxia Gao: A Rough Set-Based Multiple Criteria Linear Programming Approach for Classification. ICCS (2) 2008: 476-485

Xingquan Zhu, Peng Zhang, Xindong Wu, Dan He, Chengqi Zhang, Yong Shi: Cleansing Noisy Data Streams. ICDM 2008: 1139-1144

Hu Jin, Qianqian Ren, Jinbao Li, Yong Shi: An Approximate Query Processing Method Based on Data Correlation in Sensor Networks. ICESS 2008: 13-18

Feng Lian, Chongzhao Han, Yong Shi: Adaptive on-line registration algorithm based on GLR. IJCNN 2008: 2220-2226

Abu H. M. Kamal, Xingquan Zhu, Abhijit S. Pandya, Sam Hsu, Yong Shi: An empirical study of supervised learning for biological sequence profiling and microarray expression data analysis. IRI 2008: 70-75

Peng Zhang, Xingquan Zhu, Yong Shi: Categorizing and mining concept drifting data streams. KDD 2008: 812-820

Nian Yan, Yong Shi, Zhengxin Chen: Multiple Criteria Nonlinear Programming Classification with the Non-additive Measure. MCDM 2008: 289-297

Yong Shi: Detecting Clusters and Outliers for Multi-dimensional Data. MUE 2008: 429-432

Xingsen Li, Jun Li, Yuejin Zhang, Yong Shi: A Framework of Knowledge Management Platform for Middle and Small Business. Communications and Discoveries from Multidisciplinary Data 2008: 233-248

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

Yoshiharu Ishikawa, Jing He, Guandong Xu, Yong Shi, Guangyan Huang, Chaoyi Pang, Qing Zhang, Guoren Wang (Eds.): Advanced Web and NetworkTechnologies, and Applications, APWeb 2008 International Workshops: BIDM, IWHDM, and DeWeb Shenyang, China, April 26-28, 2008. Revised Selected Papers. Lecture Notes in Computer Science 4977, Springer 2008, isbn 978-3-540-89375-2

Guoqiang Liu, Zongfang Zhou, Yong Shi: A multi-dimensional forward selection method for firms' credit sale. Computers & Mathematics with Applications 54(9-10): 1228-1233 (2007)

Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen: Privacy-Preserving Data Mining of Medical Data Using Data Separation-Based Techniques. Data Science Journal 6: 429-434 (2007)

Xingsen Li, Yong Shi, Jun Li, Peng Zhang: Data Mining Consulting Improve Data Quality. Data Science Journal 6: 658-666 (2007)

Yong Shi, Jia Wan, Xinyang Zhang, Gang Kou, Yi Peng, Yajun Guo: Comparison study of two kernel-based learning algorithms for predicting the distance range between antibody interface residues and antigen surface. Int. J. Comput. Math. 84(5): 697-707 (2007)

Jia Hu, Ning Zhong, Yong Shi: Developing Mining-Grid Centric E-Finance Portals for Risk Management and Decision Making. IJPRAI 21(4): 639-658 (2007)

Yong Shi, Xinyang Zhang, Jia Wan, Yong Wang, Wei Yin, Zhi-Wei Cao, Yajun Guo: Predicting the distance between antibody's interface residue and antigen to recognize antigen types by support vector machine. Neural Computing and Applications 16(4-5): 481-490 (2007)

Jing He, Yanchun Zhang, Guangyan Huang, Yong Shi: Network Lifetime of Application-Specific Randomly Deployed Wireless Sensor Networks in Arbitrary Sensor Density. ACIS-ICIS 2007: 352-357

Jiaxiong Pi, Yong Shi, Zhengxin Chen: From similarity retrieval to cluster analysis: The case of R*-trees. CIDM 2007: 524-529

Haiming Fu, Lingling Zhang, Yong Shi: The Application of Data Mining in Mobile Subscriber Classification. FSKD (4) 2007: 354-358

Meihong Zhu, Yong Shi, Aihua Li, Jing He: A Dynamic Committee Scheme on Multiple-Criteria Linear Programming Classification Method. International Conference on Computational Science (2) 2007: 401-408

Yaohui Chai, Aihua Li, Yong Shi, Jing He, Keliang Zhang: Kimberlites Identification by Classification Methods. International Conference on Computational Science (2) 2007: 409-414

Zhiwang Zhang, Yong Shi: The Characteristic Analysis of Web User Clusters Based on Frequent Browsing Patterns. International Conference on Computational Science (2) 2007: 490-493

Peng Zhang, Juliang Zhang, Yong Shi: A New Multi-Criteria Quadratic-Programming Linear Classification Model for VIP E-Mail Analysis. International Conference on Computational Science (2) 2007: 499-502

Jing Wang, Ying Liu, Lin Zhou, Yong Shi, Xingquan Zhu: Pushing Frequency Constraint to Utility Mining Model. International Conference on Computational Science (3) 2007: 685-692

Zhan Zhang, Yingjie Tian, Yong Shi: Feature Selection for VIP E-Mail Accounts Analysis. International Conference on Computational Science (3) 2007: 693-700

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

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

Xingsen Li, Lingling Zhang, Maoliang Ding, Yong Shi, Jun Li: A Combined Web Mining Model and Its Application in Crisis Management. International Conference on Computational Science (3) 2007: 906-910

Guoqiang Liu, Zongfang Zhou, Xinmin Song, Yong Shi: A Fuzzy Comprehensive Evaluation Method on Firms' Credit Sale Risk. International Conference on Computational Science (3) 2007: 1062-1068

Jing He, Guangyan Huang, Yanchun Zhang, Yong Shi: Cluster Analysis and Optimization in Color-Based Clustering for Image Abstract. ICDM Workshops 2007: 213-218

Rong Liu, Yong Shi: Succinct Matrix Approximation and Efficient k-NN Classification. ICDM 2007: 213-222

Yong Shi, Yingjie Tian, Xiaojun Chen, Peng Zhang: A Regularized Multiple Criteria Linear Program for Classification. ICDM Workshops 2007: 253-258

Lin Zhou, Ying Liu, Jing Wang, Yong Shi: Utility-Based Web Path Traversal Pattern Mining. ICDM Workshops 2007: 373-380

Xingquan Zhu, Peng Zhang, Xiaodong Lin, Yong Shi: Active Learning from Data Streams. ICDM 2007: 757-762

Xingquan Zhu, Xindong Wu, Taghi M. Khoshgoftaar, Yong Shi: An Empirical Study of the Noise Impact on Cost-Sensitive Learning. IJCAI 2007: 1168-1174

Jing He, Yanchun Zhang, Yong Shi: A Multi-criteria Decision Support System of Water Resource Allocation Scenarios. KSEM 2007: 593-598

Zhengzhang Chen, Bo Li, Feifei Zhou, Xiaoyuan Yang, Qian Wang, Yong Shi: The Study on Software Optimization Technology of Remote Sensing Image Compression System Based on DSP Platform. MSA 2007: 145-

Yong Shi, G. Dick van Albada, Jack Dongarra, Peter M. A. Sloot (Eds.): Computational Science - ICCS 2007, 7th International Conference Beijing, China, May 27-30, 2007, Proceedings, Part I. Lecture Notes in Computer Science 4487, Springer 2007, isbn 978-3-540-72583-1

Yong Shi, G. Dick van Albada, Jack Dongarra, Peter M. A. Sloot (Eds.): Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27 - 30, 2007, Proceedings, Part II. Lecture Notes in Computer Science 4488, Springer 2007, isbn 978-3-540-72585-5

Yong Shi, G. Dick van Albada, Jack Dongarra, Peter M. A. Sloot (Eds.): Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27 - 30, 2007, Proceedings, Part III. Lecture Notes in Computer Science 4489, Springer 2007, isbn 978-3-540-72587-9

Yong Shi, G. Dick van Albada, Jack Dongarra, Peter M. A. Sloot (Eds.): Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27 - 30, 2007, Proceedings, Part IV. Lecture Notes in Computer Science 4490, Springer 2007, isbn 978-3-540-72589-3

Wikil Kwak, Yong Shi, Susan W. Eldridge, Gang Kou: Bankruptcy prediction for Japanese firms: using Multiple Criteria Linear Programming data mining approach. IJBIDM 1(4): 401-416 (2006)

Lingling Zhang, Yong Shi, Xinhua Yang: Association-rule knowledge discovery by using a fuzzy mining approach. IJBIDM 1(4): 417-429 (2006)

Yong Shi: Special Issue for Xiangshan Sciences Forum on Frontier Studies on Data Technology and Knowledge Economy. International Journal of Information Technology and Decision Making 5(4): 583-584 (2006)

Siwei Cheng, Ruwei Dai, Weixuan Xu, Yong Shi: Research on Data Mining and Knowledge Management and its Applications in China's Economic Development: Significance and Trend. International Journal of Information Technology and Decision Making 5(4): 585-596 (2006)

Jiaxiong Pi, Yong Shi, Zhengxin Chen: Evaluation of Cluster Analysis Algorithms Enhanced by Using R*-Trees. AICCSA 2006: 600-607

Jia Hu, Ning Zhong, Yong Shi: Developing Grid-based E-finance Portals for Intelligent Risk Management and Decision Making. AMT 2006: 58-66

Tai-yong Mou, Zongfang Zhou, Yong Shi: Credit Risk Evaluation Based on LINMAP. International Conference on Computational Science (4) 2006: 452-459

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

Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen: Multiclass Credit Cardholders' Behaviors Classification Methods. International Conference on Computational Science (4) 2006: 485-492

Jing He, Wuyi Yue, Yong Shi: Pattern Recognition for MCNs Using Fuzzy Linear Programming. International Conference on Computational Science (4) 2006: 509-516

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

Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen: Network Intrusion Detection by Multi-group Mathematical Programming based Classifier. ICDM Workshops 2006: 803-807

Aihua Li, Yong Shi, Meihong Zhu, Jingran Dai: A Data Mining Approach to Classify Credit Cardholders' Behavior. ICDM Workshops 2006: 828-832

Xingsen Li, Yong Shi, Ying Liu, Jun Li, Aihua Li: A Knowledge Management Platform for Optimization-based Data Mining. ICDM Workshops 2006: 833-837

Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen: A Hybrid Strategy for Clustering Data Mining Documents. ICDM Workshops 2006: 838-842

Guangli Nie, Lingling Zhang, Xingsen Li, Yong Shi: The Analysis on the Customers Churn of Charge Email Based on Data Mining Take One Internet Company for Example. ICDM Workshops 2006: 843-847

Rong Liu, Yong Shi: A RBF classifier with supervised center selection and weighted norm. ICDM Workshops 2006: 868-872

ChuanHong Zhou, Yong Shi, Qiang Wang: Application Research of Wireless Equipments in PLM. PROLAMAT 2006: 625-630

Yangjun Chen, Yong Shi, Yibin Chen: Tree inclusion algorithm, signatures and evaluation of path-oriented queries. SAC 2006: 1020-1025

Yi Peng, Yong Shi, Xingsen Li, Zhengxin Chen, Gang Kou: E-Business Intelligence Via MCMP-Based Data Mining Methods. WImBI 2006: 443-453

Gang Kou, Yi Peng, Yong Shi, Morgan Wise, Weixuan Xu: Discovering Credit Cardholders' Behavior by Multiple Criteria Linear Programming. Annals OR 135(1): 261-274 (2005)

Yong Shi, Yi Peng, Gang Kou, Zhengxin Chen: Classifying Credit Card Accounts for Business Intelligence and Decision Making: a Multiple-criteria Quadratic Programming Approach. International Journal of Information Technology and Decision Making 4(4): 581-600 (2005)

Yong Shi, Yuqing Song, Aidong Zhang: A Shrinking-Based Clustering Approach for Multidimensional Data. IEEE Trans. Knowl. Data Eng. 17(10): 1389-1403 (2005)

Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen: Using Optimization-Based Classification Method for Massive Datasets. AMCIS 2005: 110

Lingling Zhang, Yong Shi, Xinhua Yang: A Fuzzy Mining Algorithm for Association-Rule Knowledge Discovery. AMCIS 2005: 121

Yi Peng, Nian Yan, Gang Kou, Zhengxin Chen, Yong Shi: Document Clustering in Antimicrobial Peptides Research. AMCIS 2005: 331

Mengjun Wang, Jialin Zheng, Zhengxin Chen, Yong Shi: Classification Methods for HIV-1 Medicated Neuronal Damage. CSB Workshops 2005: 31-32

Jiaxiong Pi, Yong Shi, Zhengxin Chen: Similarity and cluster analysis algorithms for Microarrays using R trees. CSB Workshops 2005: 91-92

Wei Yin, Qing Yang, Shaoyuan Yao, Yong Shi: Hierarchical Clustering Analysis from Genomic Dataset. IAT 2005: 759-762

Jianping Li, Weixuan Xu, Yong Shi: Credit Scoring via PCALWM. International Conference on Computational Science (3) 2005: 531-538

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

Yong Shi, Aidong Zhang: Towards Exploring Interactive Relationship between Clusters and Outliers in Multi-Dimensional Data Analysis. ICDE 2005: 518-519

Aihua Li, Yong Shi: An Integrated Classification Method: Combination of LP and LDA. WINE 2005: 758-767

Lingling Zhang, Jun Li, Yong Shi: Study on Improving Efficiency of Knowledge Sharing in Knowledge-Intensive Organization. WINE 2005: 816-825

Yangjun Chen, Yong Shi: Signature Files and Signature File Construction. Encyclopedia of Database Technologies and Applications 2005: 638-645

Jing He, Xiantao Liu, Yong Shi, Weixuan Xu, Nian Yan: Classifications Of Credit Cardholder Behavior By Using Fuzzy Linear Programming. International Journal of Information Technology and Decision Making 3(4): 633-650 (2004)

Jialin Zheng, Wei Zhuang, Nian Yan, Gang Kou, Hui Peng, Clancy McNally, David Erichsen, Abby Cheloha, Shelley Herek, Chris Shi, Yong Shi: Classification of HIV-I-Mediated neuronal dendritic and synaptic damage using multiple criteria linear programming. Neuroinformatics 2(3): 303-326 (2004)

Zhenyuan Wang, Hai-Feng Guo, Yong Shi, Kwong-Sak Leung: A Hybrid Nonlinear Classifier Based on Generalized Choquet Integrals. CASDMKM 2004: 34-40

Jingli Liu, Jianping Li, Weixuan Xu, Yong Shi: Data Mining Approach in Scientific Research Organizations Evaluation Via Clustering. CASDMKM 2004: 128-134

Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen, Xiaojun Chen: A Multiple-Criteria Quadratic Programming Approach to Network Intrusion Detection. CASDMKM 2004: 145-153

Jing He, Yong Shi, Weixuan Xu: Classifications of Credit Cardholder Behavior by Using Multiple Criteria Non-linear Programming. CASDMKM 2004: 154-163

Wikil Kwak, Yong Shi, John J. Cheh, Heeseok Lee: Multiple Criteria Linear Programming Data Mining Approach: An Application for Bankruptcy Prediction. CASDMKM 2004: 164-173

Zongfang Zhou, Xiaowo Tang, Yong Shi: A Multi-factors Evaluation Method on Credit Evaluation of Commerce Banks. CASDMKM 2004: 229-232

Priyanka Dubey, Zhengxin Chen, Yong Shi: Using Branch-Grafted R-trees for Spatial Data Mining. International Conference on Computational Science 2004: 657-660

Jianping Li, Jingli Liu, Weixuan Xu, Yong Shi: Support Vector Machines Approach to Credit Assessment. International Conference on Computational Science 2004: 892-899

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

Yong Shi, Aidong Zhang: A Shrinking-Based Dimension Reduction Approach for Multi-Dimensional Data Analysis. SSDBM 2004: 427-428

Yong Shi, Weixuan Xu, Zhengxin Chen (Eds.): 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

Yong Shi: Editor's Introduction. International Journal of Information Technology and Decision Making 2(1): 1-4 (2003)

Jialin Zheng, David Erichsen, Clancy Williams, Hui Peng, Gang Kou, Chris Shi, Yong Shi: Classifications of Neural Dendritic and Synaptic Damage Resulting from HIV-1-associated Dementia: A Multiple Criteria Linear Programming Approach. HICSS 2003: 276

Gang Kou, Yi Peng, Yong Shi, Weixuan Xu: A Set of Data Mining Models to Classify Credit Cardholder Behavior. International Conference on Computational Science 2003: 54-63

Yong Shi, Yuqing Song, Aidong Zhang: A Shrinking-Based Approach for Multi-Dimensional Data Analysis. VLDB 2003: 440-451

Chongfu Huang, Yong Shi: Towards Efficient Fuzzy Information Processing - Using the Principle of Information Diffusion. Studies in Fuzziness and Soft Computing 99, Springer 2002, isbn 978-3-7908-2511-4, pp. 3-363

Yihua Zhong, Yong Shi: Duality in fuzzy multi-criteria and multi-constraint level linear programming: a parametric approach. Fuzzy Sets and Systems 132(3): 335-346 (2002)

Yong Shi: Editor's Introduction. International Journal of Information Technology and Decision Making 1(1): 1-3 (2002)

Yong Shi, Yi Peng, Weixuan Xu, Xiaowo Tang: Data Mining via Multiple Criteria Linear Programming: Applications in Credit Card Portfolio Management. International Journal of Information Technology and Decision Making 1(1): 131-151 (2002)

Yong Shi: Editor's Introduction. International Journal of Information Technology and Decision Making 1(2): 177-179 (2002)

Yong Shi: Editor's Introduction. International Journal of Information Technology and Decision Making 1(4): 573-576 (2002)

Li Zhang, Chun Tang, Yong Shi, Yuqing Song, Aidong Zhang, Murali Ramanathan: VizCluster: An Interactive Visualization Approach to Cluster Analysis and Its Application on Microarray Data. SDM 2002

Heeseok Lee, Yong Shi, Sufi M. Nazem, Sung Yeol Kang, Taeho Park, Myung Ho Sohn: Multicriteria hub decision making for rural area telecommunication networks. European Journal of Operational Research 133(3): 483-495 (2001)

Yong Shi, Wikil Kwak, Heeseok Lee, Cheng-few Lee: Capital Budgeting with Multiple Criteria and Multiple Decision Makers: A Fuzzy Approach. JACIII 5(3): 139-148 (2001)

Heeseok Lee, Jongwon Lee, Sufi M. Nazem, Yong Shi, Justin Stolen: Managing user performance for a corporate network. Information & Management 35(5): 251-263 (1999)

Yong Shi, Heeseok Lee: A binary integer linear program with multi-criteria and multi-constraint levels. Computers & OR 24(3): 259-273 (1997)

Yong Shi, Pamela Specht, Justin Stolen: A consensus ranking for information system requirements. Inf. Manag. Comput. Security 4(1): 10-18 (1996)

Heeseok Lee, Yong Shi, Justin Stolen: Allocating data files over a wide area network: Goal setting and compromise design. Information & Management 26(2): 85-93 (1994)

Yong Shi, Po-Lung Yu: Selecting optimal linear production systems in multiple criteria environments. Computers & OR 19(7): 585-608 (1992)