Yong Shi - researchr alias

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2011

Multiple-kernel SVM based multiple-task oriented data mining system for gene expression data analysisZhenyu Chen, Jianping Li, Liwei Wei, Weixuan Xu, Yong Shi. eswa, 38(10):12151-12159, 2011. [doi]

Rigorous assessment and integration of the sequence and structure based features to predict hot spotsRuoying Chen, Wenjing Chen, Sixiao Yang, Di Wu, Yong Wang, Yingjie Tian, Yong Shi. bmcbi, 12:311, 2011. [doi]

A simple method to improve the consistency ratio of the pair-wise comparison matrix in ANPDaji Ergu, Gang Kou, Yi Peng, Yong Shi. eor, 213(1):246-259, 2011. [doi]

A magnetic thin film microrobot with two operating modesWuming Jing, Xi Chen, Sean Lyttle, Zhenbo Fu, Yong Shi, David J. Cappelleri. icra 2011: 96-101 [doi]

Multiple criteria decision making and decision support systems - Guest editor s introductionGang Kou, Yong Shi, Shouyang Wang. dss, 51(2):247-249, 2011. [doi]

Modelling the mitigation impact of insurance in Operational Risk managementJianping Li, Shanli Yi, Jichuang Feng, Yong Shi. procedia, 4:1668-1674, 2011. [doi]

A weighted L::q:: adaptive least squares support vector machine classifiers - Robust and sparse approximationJingli Liu, Jianping Li, Weixuan Xu, Yong Shi. eswa, 38(3):2253-2259, 2011. [doi]

Credit card churn forecasting by logistic regression and decision treeGuangli Nie, Wei Rowe, Lingling Zhang, Yingjie Tian, Yong Shi. eswa, 38(12):15273-15285, 2011. [doi]

Second-order Mining for Active Collaborative FilteringLingfeng Niu, Jianmin Wu, Yong Shi. procedia, 4:1726-1734, 2011. [doi]

An empirical study of classification algorithm evaluation for financial risk predictionYi Peng, Guoxun Wang, Gang Kou, Yong Shi. asc, 11(2):2906-2915, 2011. [doi]

Ensemble of Software Defect Predictors: an AHP-Based Evaluation MethodYi Peng, Gang Kou, Guoxun Wang, Wenshuai Wu, Yong Shi. ijitdm, 10(1):187-206, 2011. [doi]

COID: A cluster-outlier iterative detection approach to multi-dimensional data analysisYong Shi, Li Zhang. kais, 28(3):709-733, 2011. [doi]

Finding Clusters and Outliers for Data Sets with ConstraintsYong Shi. jois, 20(1):3-14, 2011. [doi]

Decision Rule Extraction for Regularized Multiple Criteria Linear Programming ModelDonghong Sun, Li Liu, Peng Zhang, Xingquan Zhu, Yong Shi. jdwm, 7(3):88-101, 2011. [doi]

AUC Maximizing Support Vector Machines with Feature SelectionYingjie Tian, Yong Shi, Xiaojun Chen, Wenjing Chen. procedia, 4:1691-1698, 2011. [doi]

A group of knowledge-incorporated multiple criteria linear programming classifiersDongling Zhang, Yingjie Tian, Yong Shi. jcam, 235(13):3705-3717, 2011. [doi]

Robust ensemble learning for mining noisy data streamsPeng Zhang, Xingquan Zhu, Yong Shi, Li Guo, Xindong Wu. dss, 50(2):469-479, 2011. [doi]

Credit risk evaluation with kernel-based affine subspace nearest points learning methodXiaofei Zhou, Wenhan Jiang, Yong Shi, Yingjie Tian. eswa, 38(4):4272-4279, 2011. [doi]

2010

Analysis to the Contributions from Feature Attributes in Nonlinear Classification Based on the Choquet IntegralJing Chu, Zhenyuan Wang, Yong Shi. grc 2010: 677-682 [doi]

Domain-Driven Classification Based on Multiple Criteria and Multiple Constraint-Level Programming for Intelligent Credit ScoringJing He, Yanchun Zhang, Yong Shi, Guangyan Huang. tkde, 22(6):826-838, 2010. [doi]

A trusted computing environment model in cloud architectureXiao-Yong Li, Li-Tao Zhou, Yong Shi, Yu Guo. icmlc 2010: 2843-2848 [doi]

High Utility Itemsets MiningYing Liu, Jianwei Li, Wei-keng Liao, Alok N. Choudhary, Yong Shi. ijitdm, 9(6):905-934, 2010. [doi]

Find Intelligent Knowledge by Second-Order Mining: Three Cases from ChinaGuangli Nie, Lingling Zhang, Yuejin Zhang, Wei Deng, Yong Shi. icdm 2010: 1189-1195 [doi]

Semi-supervised PLSA for Document ClusteringLingfeng Niu, Yong Shi. icdm 2010: 1196-1203 [doi]

Using Projection Gradient Method to Train Linear Support Vector MachinesLingfeng Niu, Yong Shi. iat 2010: 207-210 [doi]

A new training method for sequence dataLingfeng Niua, Yong Shi. procedia, 1(1):2391-2396, 2010. [doi]

Editor s IntroductionYong Shi. ijitdm, 9(3):345-347, 2010. [doi]

The Research Trend of Information Technology and Decision Making in 2009Yong Shi. ijitdm, 9(1):1-8, 2010. [doi]

Inter-dimensional fuzzy clusteringYong Shi. ACMse 2010: 89 [doi]

Obstacle clustering and outlier detectionYong Shi. ACMse 2010: 88 [doi]

A Dimension-wise Algorithm for Multi-dimensional DataYong Shi, Ali Tavakoli. dmin 2010: 396-402

Towards improving subspace data analysisYong Shi. ACMse 2010: 63 [doi]

Towards improving a similarity search approachYong Shi. ACMse 2010: 49 [doi]

A Dimension Reduction Approach Using Shrinking for Multi-Dimensional Data AnalysisYong Shi. ijiip, 1(2):86-98, 2010. [doi]

Multiple criteria optimization-based data mining methods and applications: a systematic surveyYong Shi. kais, 24(3):369-391, 2010. [doi]

Robust state estimation for discrete-time stochastic neural networks with probabilistic measurement delaysZidong Wang, Yurong Liu, Xiaohui Liu, Yong Shi. ijon, 74(1-3):256-264, 2010. [doi]

Predicting Credit Card Holder Churn in Banks of China Using Data Mining and MCDMGuoxun Wang, Liang Liu, Yi Peng, Guangli Nie, Gang Kou, Yong Shi. iat 2010: 215-218 [doi]

A Knowledge Discovery Case Study of Software Quality Prediction: ISBSG DatabaseXiao Wang, Yuehua Zhang, Lingling Zhang, Yong Shi. iat 2010: 219-222 [doi]

A Nonlinear Multiregression Model Based on the Choquet Integral with a Quadratic CoreNian Yan, Zhengxin Chen, Yong Shi, Zhenyuan Wang. grc 2010: 574-579 [doi]

The Domain Knowledge Driven Intelligent Data Auditing ModelJing Yu, Bin Xu, Yong Shi. iat 2010: 199-202 [doi]

The strategic asset allocation optimization model of sovereign wealth funds based on maximum CRRA utility & minimum VARJing Yu, Bin Xu, Haizhen Yang, Yong Shi. procedia, 1(1):2433-2440, 2010. [doi]

Knowledge extraction from multiple criteria linear programming classification approachYuejin Zhang, Peng Zhang, Lingling Zhang, Yong Shi. procedia, 1(1):2441-2448, 2010. [doi]

Multiple criteria programming models for VIP E-Mail behavior analysisPeng Zhang, Xingquan Zhu, Zhiwang Zhang, Yong Shi. wias, 8(1):69-78, 2010. [doi]

Mining intelligent knowledge from a two-phase association rules miningYuejin Zhang, Lingling Zhang, Ying Liu, Yong Shi. ijdmmm, 2(4):403-419, 2010. [doi]

Kernel subclass convex hull sample selection method for SVM on face recognitionXiaofei Zhou, Wenhan Jiang, Yingjie Tian, Yong Shi. ijon, 73(10-12):2234-2246, 2010. [doi]

Credit risk evaluation by using nearest subspace methodXiaofei Zhou, Wenhan Jiang, Yong Shi. procedia, 1(1):2449-2455, 2010. [doi]

Subspace Distance-Based Sampling Method for SVMXiaofei Zhou, Yong Shi. icdm 2010: 1289-1296 [doi]

Active Learning From Stream Data Using Optimal Weight Classifier EnsembleXingquan Zhu, Peng Zhang, Xiaodong Lin, Yong Shi. tsmc, 40(6):1607-1621, 2010. [doi]

A multi-view approach to cDNA micro-array analysisBachar Zineddin, Zidong Wang, Yong Shi, Yurong Li, Min Du, Xiaohui Liu. ijcbdd, 3(2):91-111, 2010. [doi]

2009

Multiple criteria mathematical programming for multi-class classification and application in network intrusion detectionGang Kou, Yi Peng, Zhengxin Chen, Yong Shi. isci, 179(4):371-381, 2009. [doi]

Research Challenges and Solutions for the Knowledge Overload with Data MiningXingsen Li, Lingling Zhang, Zhengxiang Zhu, Yong Shi. jcai 2009: 237-240 [doi]

Finding the Hidden Pattern of Credit Card Holder s Churn: A Case of ChinaGuangli Nie, Guoxun Wang, Peng Zhang, Yingjie Tian, Yong Shi. iccS 2009: 561-569 [doi]

Decision analysis of data mining project based on Bayesian riskGuangli Nie, Lingling Zhang, Ying Liu, Xiuyu Zheng, Yong Shi. eswa, 36(3):4589-4594, 2009. [doi]

A Study on Identifying Essential Hyperplanes for Constructing a Multiclass Classification ModelSung Hyuk Park, Soon-Young Huh, Peng Zhang, Yong Shi. ncm 2009: 1798-1804 [doi]

Knowledge-Rich Data Mining in Financial Risk DetectionYi Peng, Gang Kou, Yong Shi. iccS 2009: 534-542 [doi]

Current Research Trend: Information Technology and Decision Making in 2008Yong Shi. ijitdm, 8(1):1-5, 2009. [doi]

Chairs Introduction to Workshop on Computational Finance and Business IntelligenceYong Shi, Shouyang Wang, Xiaotie Deng. iccS 2009: 513-514 [doi]

Regularized multiple criteria linear programs for classificationYong Shi, Yingjie Tian, Xiaojun Chen, Peng Zhang. chinaf, 52(10):1812-1820, 2009. [doi]

Towards solving similarity search problems using fuzzy concept for multi-dimensional dataYong Shi. ACMse 2009: [doi]

A Fuzzy Index Structure for Multi-Dimensional DataYong Shi. dmin 2009: 239-242

A dynamic insertion approach for multi-dimensional data using index structuresYong Shi. ACMse 2009: [doi]

Multiple Criteria Quadratic Programming for Financial Distress Prediction of the Listed Manufacturing CompaniesYing Wang, Peng Zhang, Guangli Nie, Yong Shi. iccS 2009: 616-624 [doi]

Personal Financial Market Segmentation Based on Clustering EnsemblesGuoxun Wang, Guangli Nie, Peng Zhang, Yong Shi. csie 2009: 694-698 [doi]

High sensitivity, low operational temperature ITO nano gas sensor with integrated circuitsShiyou Xu, Yong Shi. nems 2009: 690-693 [doi]

The Pareto-Frontier Solution to the MultiProject & Multiple Item Stochastic Chance-Constrained Investment CombinationJing Yu, Bin Xu, Yong Shi. bife 2009: 510-513 [doi]

Transfer Knowledge via Relational K-Means MethodPeng Zhang, Lingling Zhang, Guangli Nie, Yuejin Zhang, Yong Shi. bife 2009: 656-659 [doi]

A New Research Field: Intelligent Knowledge ManagementLingling Zhang, Jun Li, Aihua Li, Peng Zhang, Guangli Nie, Yong Shi. bife 2009: 450-454 [doi]

A Way to Implement Intelligent Knowledge Push in Knowledge Management SystemLingling Zhang, Guangli Nie, Yuejin Zhang, Ying Wang, Yong Shi. cso 2009: 746-749 [doi]

Several multi-criteria programming methods for classificationJuliang Zhang, Yong Shi, Peng Zhang. cor, 36(3):823-836, 2009. [doi]

A class of classification and regression methods by multiobjective programmingDongling Zhang, Yong Shi, Yingjie Tian, Meihong Zhu. fcsc, 3(2):192-204, 2009. [doi]

Bias-Variance Analysis for Ensembling Regularized Multiple Criteria Linear Programming ModelsPeng Zhang, Xingquan Zhu, Yong Shi. iccS 2009: 524-533 [doi]

The Measurement of Distinguishing Ability of Classification in Data Mining Model and Its Statistical SignificanceLingling Zhang, Qingxi Wang, Jie Wei, Xiao Wang, Yong Shi. iccS 2009: 578-587 [doi]

An Aggregate Ensemble for Mining Concept Drifting Data Streams with NoisePeng Zhang, Xingquan Zhu, Yong Shi, Xindong Wu. pakdd 2009: 1021-1029 [doi]

Kernel Based Regularized Multiple Criteria Linear Programming ModelYuehua Zhang, Peng Zhang, Yong Shi. iccS 2009: 625-632 [doi]

A Survey of Interestingness Measures for Association RulesYuejin Zhang, Lingling Zhang, Guangli Nie, Yong Shi. bife 2009: 460-463 [doi]

Optimization of Intelligent Compactness Control Rule of Vibratory Roller Based on Genetic Algorithm MethodYi Zhang, Jun Zhang, XingZu Shu, Lei Guo, Yong Shi, XinBo Liu. ncm 2009: 1943-1947 [doi]

A rough set-based multiple criteria linear programming approach for the medical diagnosis and prognosisZhiwang Zhang, Yong Shi, Guangxia Gao. eswa, 36(5):8932-8937, 2009. [doi]

Nearest Neighbor Convex Hull Classification Method for Face RecognitionXiaofei Zhou, Yong Shi. iccS 2009: 570-577 [doi]

A New Classification Method for PCA-Based Face RecognitionXiaofei Zhou, Yong Shi, Peng Zhang, Guangli Nie, Wenhan Jiang. bife 2009: 445-449 [doi]

A New Kernel-Based Classification AlgorithmXiaofei Zhou, Wenhan Jiang, Yingjie Tian, Peng Zhang, Guangli Nie, Yong Shi. icdm 2009: 1094-1099 [doi]

2008

Advanced Web and NetworkTechnologies, and Applications, APWeb 2008 International Workshops: BIDM, IWHDM, and DeWeb Shenyang, China, April 26-28, 2008. Revised Selected PapersYoshiharu Ishikawa, Jing He, Guandong Xu, Yong Shi, Guangyan Huang, Chaoyi Pang, Qing Zhang, Guoren Wang, editors, Volume 4977 of Lecture Notes in Computer Science, Springer, 2008. [doi]

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

Research on Evaluation Model of Organisational Knowledge AssetsJun Li, Ling Ling Zhang, Yong Shi. jikm, 7(1):47-54, 2008. [doi]

A Framework of Knowledge Management Platform for Middle and Small BusinessXingsen Li, Jun Li, Yuejin Zhang, Yong Shi. In Shuichi Iwata, Yukio Ohsawa, Shusaku Tsumoto, Ning Zhong, Yong Shi, Lorenzo Magnani, editors, Communications and Discoveries from Multidisciplinary Data. Volume 123 of Studies in Computational Intelligence, pages 233-248, Springer, 2008. [doi]

Bound for the L2 Norm of Random Matrix and Succinct Matrix ApproximationRong Liu, Nian Yan, Yong Shi, Zhengxin Chen. iccS 2008: 426-435 [doi]

Privacy-Preserving Data Mining for Medical Data: Application of Data Partition MethodsYi Peng, Gang Kou, Yong Shi, Zhengxin Chen. In Shuichi Iwata, Yukio Ohsawa, Shusaku Tsumoto, Ning Zhong, Yong Shi, Lorenzo Magnani, editors, Communications and Discoveries from Multidisciplinary Data. Volume 123 of Studies in Computational Intelligence, pages 331-340, Springer, 2008. [doi]

A Multi-criteria Convex Quadratic Programming model for credit data analysisYi Peng, Gang Kou, Yong Shi, Zhengxin Chen. dss, 44(4):1016-1030, 2008. [doi]

A Descriptive Framework for the Field of Data Mining and Knowledge DiscoveryYi Peng, Gang Kou, Yong Shi, Zhengxin Chen. ijitdm, 7(4):639-682, 2008. [doi]

Workshop on Computational Finance and Business IntelligenceYong Shi, Shouyang Wang, Xiaotie Deng. iccS 2008: 407 [doi]

Towards Solving Dimension Reduction Problems for Multi-Dimensional DataYong Shi. dmin 2008: 202-208

Detecting Clusters and Outliers for Multi-dimensional DataYong Shi. mue 2008: 429-432 [doi]

Multiple Criteria Mathematical Programming and Data MiningYong Shi, Rong Liu, Nian Yan, Zhenxing Chen. iccS 2008: 7-17 [doi]

Towards Iteratively Analyzing the Distribution of Multi-Dimensional DataYong Shi. dmin 2008: 543-549

A Geometrical Method on Multidimensional Dynamic Credit EvaluationYing Zhang, Lin Chen, Zongfang Zhou, Yong Shi. ijitdm, 7(1):103-114, 2008. [doi]

A Selection Method of ETF s Credit Risk Evaluation IndicatorsYing Zhang, Zongfang Zhou, Yong Shi. iccS 2008: 459-465 [doi]

An Effective Feature Selection Method Using the Contribution Likelihood Ratio of Attributes for ClassificationZhiwang Zhang, Yong Shi, Guangxia Gao, Yaohui Chai. apweb 2008: 165-171 [doi]

Select Representative Samples for Regularized Multiple-Criteria Linear Programming ClassificationPeng Zhang, Yingjie Tian, Xingsen Li, Zhiwang Zhang, Yong Shi. iccS 2008: 436-440 [doi]

Categorizing and mining concept drifting data streamsPeng Zhang, Xingquan Zhu, Yong Shi. kdd 2008: 812-820 [doi]

A Bias-Variance Analysis of Multiple Criteria Linear Programming Classification EnsemblesMeihong Zhu, Yong Shi, Aihua Li, Peng Zhang. iat 2008: 447-450 [doi]

Cleansing Noisy Data StreamsXingquan Zhu, Peng Zhang, Xindong Wu, Dan He, Chengqi Zhang, Yong Shi. icdm 2008: 1139-1144 [doi]

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