Jian-Bo Yang

Yu-Wang Chen, Jian-Bo Yang, Dong-Ling Xu, Shan-Lin Yang: On the inference and approximation properties of belief rule based systems. Inf. Sci. 234: 121-135 (2013)

Jian-Bo Yang, Dong-Ling Xu, Shanlin Yang: Integrated efficiency and trade-off analyses using a DEA-oriented interactive minimax reference point approach. Computers & OR 39(5): 1062-1073 (2012)

Guilan Kong, Dong-Ling Xu, Richard Body, Jian-Bo Yang, Kevin Mackway-Jones, Simon Carley: A belief rule-based decision support system for clinical risk assessment of cardiac chest pain. European Journal of Operational Research 219(3): 564-573 (2012)

Anil Kumar Maddulapalli, Jian-Bo Yang, Dong-Ling Xu: Estimation, modeling, and aggregation of missing survey data for prioritizing customer voices. European Journal of Operational Research 220(3): 762-776 (2012)

Yu-Wang Chen, Ser-Huang Poon, Jian-Bo Yang, Dong-Ling Xu, Dongxu Zhang, Simon Acomb: Belief rule-based system for portfolio optimisation with nonlinear cash-flows and constraints. European Journal of Operational Research 223(3): 775-784 (2012)

Jian-Bo Yang, Ying-Ming Wang, Dong-Ling Xu, Kwai-Sang Chin, Liam Chatton: Belief rule-based methodology for mapping consumer preferences and setting product targets. Expert Syst. Appl. 39(5): 4749-4759 (2012)

Jian-Bo Yang, Chong Jin Ong: An Effective Feature Selection Method via Mutual Information Estimation. IEEE Transactions on Systems, Man, and Cybernetics, Part B 42(6): 1550-1559 (2012)

Jian-Bo Yang, Qi Mao, Qiaoliang Xiang, Ivor Wai-Hung Tsang, Kian Ming Adam Chai, Hai Leong Chieu: Domain Adaptation for Coreference Resolution: An Adaptive Ensemble Approach. EMNLP-CoNLL 2012: 744-753

Mi Zhou, Xinbao Liu, Jian-Bo Yang: Evidential reasoning model based on extended attribute. FSKD 2012: 939-942

Jian-Bo Yang, Ivor W. Tsang: Hierarchical Maximum Margin Learning for Multi-Class Classification. CoRR abs/1202.3770 (2012)

Shan-Lin Yang, Ying Ma, Dong-Ling Xu, Jian-Bo Yang: Minimizing total completion time on a single machine with a flexible maintenance activity. Computers & OR 38(4): 755-770 (2011)

Zhi-Jie Zhou, Chang-Hua Hu, Dong-Ling Xu, Jian-Bo Yang, Dong-Hua Zhou: Bayesian reasoning approach based recursive algorithm for online updating belief rule based expert system of pipeline leak detection. Expert Syst. Appl. 38(4): 3937-3943 (2011)

Xiao-Sheng Si, Chang-Hua Hu, Jian-Bo Yang, Qi Zhang: On the dynamic evidential reasoning algorithm for fault prediction. Expert Syst. Appl. 38(5): 5061-5080 (2011)

Dawei Tang, Jian-Bo Yang, Kwai-Sang Chin, Zoie S. Y. Wong, Xinbao Liu: A methodology to generate a belief rule base for customer perception risk analysis in new product development. Expert Syst. Appl. 38(5): 5373-5383 (2011)

Yu-Wang Chen, Jian-Bo Yang, Dong-Ling Xu, Zhi-Jie Zhou, Dawei Tang: Inference analysis and adaptive training for belief rule based systems. Expert Syst. Appl. 38(10): 12845-12860 (2011)

Bin Li, Hongwei Wang, Jian-Bo Yang, Min Guo, Chao Qi: A belief-rule-based inventory control method under nonstationary and uncertain demand. Expert Syst. Appl. 38(12): 14997-15008 (2011)

Xiao-Sheng Si, Chang-Hua Hu, Jian-Bo Yang, Zhi-Jie Zhou: A New Prediction Model Based on Belief Rule Base for System's Behavior Prediction. IEEE T. Fuzzy Systems 19(4): 636-651 (2011)

Jian-Bo Yang, Chong Jin Ong: Determination of Global Minima of Some Common Validation Functions in Support Vector Machine. IEEE Transactions on Neural Networks 22(4): 654-659 (2011)

Jian-Bo Yang, Chong Jin Ong: Feature Selection Using Probabilistic Prediction of Support Vector Regression. IEEE Transactions on Neural Networks 22(6): 954-962 (2011)

Zhi-Jie Zhou, Chang-Hua Hu, Jian-Bo Yang, Dong-Ling Xu, Dong-Hua Zhou: Online Updating Belief-Rule-Base Using the RIMER Approach. IEEE Transactions on Systems, Man, and Cybernetics, Part A 41(6): 1225-1243 (2011)

Chang-Hua Hu, Xiao-Sheng Si, Jian-Bo Yang, Zhi-Jie Zhou: Online Updating With a Probability-Based Prediction Model Using Expectation Maximization Algorithm for Reliability Forecasting. IEEE Transactions on Systems, Man, and Cybernetics, Part A 41(6): 1268-1277 (2011)

Jian-Bo Yang, Dong-Ling Xu: Introduction to the ER Rule for Evidence Combination. IUKM 2011: 7-15

Jian-Bo Yang, Ivor W. Tsang: Hierarchical Maximum Margin Learning for Multi-Class Classification. UAI 2011: 753-760

Jian-Bo Yang, Brandon Yu Han Wong, D. L. Xu, Xinbao Liu, R. E. Steuer: Integrated bank performance assessment and management planning using hybrid minimax reference point - DEA approach. European Journal of Operational Research 207(3): 1506-1518 (2010)

Zhi-Jie Zhou, Chang-Hua Hu, Jian-Bo Yang, Dong-Ling Xu, Mao-Yin Chen, Dong-Hua Zhou: A sequential learning algorithm for online constructing belief-rule-based systems. Expert Syst. Appl. 37(2): 1790-1799 (2010)

Chang-Hua Hu, Xiao-Sheng Si, Jian-Bo Yang: System reliability prediction model based on evidential reasoning algorithm with nonlinear optimization. Expert Syst. Appl. 37(3): 2550-2562 (2010)

Mi Zhou, Xinbao Liu, Jian-Bo Yang: Evidential reasoning-based nonlinear programming model for MCDA under fuzzy weights and utilities. Int. J. Intell. Syst. 25(1): 31-58 (2010)

Chang-Hua Hu, Xiao-Sheng Si, Jian-Bo Yang: Dynamic evidential reasoning algorithm for systems reliability prediction. Int. J. Systems Science 41(7): 783-796 (2010)

Zhi-Jie Zhou, Chang-Hua Hu, Dong-Ling Xu, Jian-Bo Yang, Dong-Hua Zhou: New model for system behavior prediction based on belief rule based systems. Inf. Sci. 180(24): 4834-4864 (2010)

Jian-Bo Yang, Chong Jin Ong: Feature selection for support vector regression using probabilistic prediction. KDD 2010: 343-352

Brandon Yu Han Wong, Mariano Luque, Jian-Bo Yang: Using interactive multiobjective methods to solve DEA problems with value judgements. Computers & OR 36(2): 623-636 (2009)

Kwai-Sang Chin, Ying-Ming Wang, Gary Ka Kwai Poon, Jian-Bo Yang: Failure mode and effects analysis using a group-based evidential reasoning approach. Computers & OR 36(6): 1768-1779 (2009)

Kwai-Sang Chin, Ying-Ming Wang, Gary Ka Kwai Poon, Jian-Bo Yang: Failure mode and effects analysis by data envelopment analysis. Decision Support Systems 48(1): 246-256 (2009)

Jian-Bo Yang, Brandon Yu Han Wong, Dong-Ling Xu, Theodor J. Stewart: Integrating DEA-oriented performance assessment and target setting using interactive MOLP methods. European Journal of Operational Research 195(1): 205-222 (2009)

Guilan Kong, Dong-Ling Xu, Xinbao Liu, Jian-Bo Yang: Applying a belief rule-base inference methodology to a guideline-based clinical decision support system. Expert Systems 26(5): 391-408 (2009)

Ying-Ming Wang, Kwai-Sang Chin, Gary Ka Kwai Poon, Jian-Bo Yang: Risk evaluation in failure mode and effects analysis using fuzzy weighted geometric mean. Expert Syst. Appl. 36(2): 1195-1207 (2009)

Kwai-Sang Chin, Ying-Ming Wang, Jian-Bo Yang, Gary Ka Kwai Poon: An evidential reasoning based approach for quality function deployment under uncertainty. Expert Syst. Appl. 36(3): 5684-5694 (2009)

Zhi-Jie Zhou, Chang-Hua Hu, Jian-Bo Yang, Dong-Ling Xu, Dong-Hua Zhou: Online updating belief rule based system for pipeline leak detection under expert intervention. Expert Syst. Appl. 36(4): 7700-7709 (2009)

Ying-Ming Wang, Jian-Bo Yang, Dong-Ling Xu, Kwai-Sang Chin: Consumer preference prediction by using a hybrid evidential reasoning and belief rule-based methodology. Expert Syst. Appl. 36(4): 8421-8430 (2009)

Kwai-Sang Chin, Dawei Tang, Jian-Bo Yang, Shui Yee Wong, Hongwei Wang: Assessing new product development project risk by Bayesian network with a systematic probability generation methodology. Expert Syst. Appl. 36(6): 9879-9890 (2009)

Min Guo, Jian-Bo Yang, Kwai-Sang Chin, Hongwei Wang, Xinbao Liu: Evidential Reasoning Approach for Multiattribute Decision Analysis Under Both Fuzzy and Interval Uncertainty. IEEE T. Fuzzy Systems 17(3): 683-697 (2009)

Jian-Bo Yang, Kai Quan Shen, Chong Jin Ong, Xiao Ping Li: Feature Selection for MLP Neural Network: The Use of Random Permutation of Probabilistic Outputs. IEEE Transactions on Neural Networks 20(12): 1911-1922 (2009)

Mariano Luque, Jian-Bo Yang, Brandon Yu Han Wong: PROJECT Method for Multiobjective Optimization Based on Gradient Projection and Reference Points. IEEE Transactions on Systems, Man, and Cybernetics, Part A 39(4): 864-879 (2009)

Mi Zhou, Xinbao Liu, Jian-Bo Yang, Hao Qu: A Revised Evidential Reasoning Model Based on Interval Information. FSKD (4) 2009: 239-243

Jun Liu, Jian-Bo Yang, Da Ruan, Luis Martínez, Jin Wang: Self-tuning of fuzzy belief rule bases for engineering system safety analysis. Annals OR 163(1): 143-168 (2008)

Kwai-Sang Chin, Dong-Ling Xu, Jian-Bo Yang, James Ping-Kit Lam: Group-based ER-AHP system for product project screening. Expert Syst. Appl. 35(4): 1909-1929 (2008)

Jian-Bo Yang, Kai Quan Shen, Chong Jin Ong, Xiao Ping Li: Feature selection via sensitivity analysis of MLP probabilistic outputs. SMC 2008: 774-779

Min Guo, Jian-Bo Yang, Kwai-Sang Chin, Hongwei Wang: The Evidential Reasoning Approach for Multi-attribute Decision Analysis under Both Fuzzy and Interval Uncertainty. Interval / Probabilistic Uncertainty and Non-Classical Logics 2008: 129-140

Min Guo, Jian-Bo Yang, Kwai-Sang Chin, Hongwei Wang: Evidential reasoning based preference programming for multiple attribute decision analysis under uncertainty. European Journal of Operational Research 182(3): 1294-1312 (2007)

Dong-Ling Xu, Jun Liu, Jian-Bo Yang, Guo-Ping Liu, Jin Wang, Ian Jenkinson, Jun Ren: Inference and learning methodology of belief-rule-based expert system for pipeline leak detection. Expert Syst. Appl. 32(1): 103-113 (2007)

James Ping-Kit Lam, Kwai-Sang Chin, Jian-Bo Yang, Weitao Liang: Self-assessment of conflict management in client-supplier collaborative new product development. Industrial Management and Data Systems 107(5): 688-714 (2007)

Ying-Ming Wang, Jian-Bo Yang, Dong-Ling Xu, Kwai-Sang Chin: On the combination and normalization of interval-valued belief structures. Inf. Sci. 177(5): 1230-1247 (2007)

Luis Martínez, Jun Liu, Da Ruan, Jian-Bo Yang: Dealing with heterogeneous information in engineering evaluation processes. Inf. Sci. 177(7): 1533-1542 (2007)

Dong-Ling Xu, McCarthy, Jian-Bo Yang: Intelligent decision system and its application in business innovation self assessment. Decision Support Systems 42(2): 664-673 (2006)

Ying-Ming Wang, Jian-Bo Yang, Dong-Ling Xu: Environmental impact assessment using the evidential reasoning approach. European Journal of Operational Research 174(3): 1885-1913 (2006)

Dong-Ling Xu, Jian-Bo Yang, Ying-Ming Wang: The evidential reasoning approach for multi-attribute decision analysis under interval uncertainty. European Journal of Operational Research 174(3): 1914-1943 (2006)

Ying-Ming Wang, Jian-Bo Yang, Dong-Ling Xu, Kwai-Sang Chin: The evidential reasoning approach for multiple attribute decision analysis using interval belief degrees. European Journal of Operational Research 175(1): 35-66 (2006)

Ying-Ming Wang, Jian-Bo Yang, Dong-Ling Xu, Kwai-Sang Chin: On the centroids of fuzzy numbers. Fuzzy Sets and Systems 157(7): 919-926 (2006)

Luis Martínez, Jun Liu, Jian-Bo Yang: A Fuzzy Model for Design Evaluation Based on Multiple Criteria Analysis in Engineering Systems. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 14(3): 317-336 (2006)

Jian-Bo Yang, Jun Liu, Jin Wang, How-Sing Sii, Hongwei Wang: Belief Rule-Base Inference Methodology Using the Evidential Reasoning Approach - RIMER. IEEE Transactions on Systems, Man, and Cybernetics, Part A 36(2): 266-285 (2006)

Jun Ren, Jin Wang, Ian Jenkinson, Dong-Ling Xu, Jian-Bo Yang: A Methodology to Model Human and Organisational Errors on Offshore Risk Analysis. CASE 2006: 144-149

Ying-Ming Wang, Jian-Bo Yang, Dong-Ling Xu: Interval weight generation approaches based on consistency test and interval comparison matrices. Applied Mathematics and Computation 167(1): 252-273 (2005)

Ying-Ming Wang, Jian-Bo Yang, Dong-Ling Xu: A preference aggregation method through the estimation of utility intervals. Computers & OR 32: 2027-2049 (2005)

Ying-Ming Wang, Jian-Bo Yang, Dong-Ling Xu: A two-stage logarithmic goal programming method for generating weights from interval comparison matrices. Fuzzy Sets and Systems 152(3): 475-498 (2005)

Ying-Ming Wang, Richard Greatbanks, Jian-Bo Yang: Interval efficiency assessment using data envelopment analysis. Fuzzy Sets and Systems 153(3): 347-370 (2005)

Kwai-Sang Chin, J. Lam, J. S. F. Chan, K. K. Poon, Jian-Bo Yang: A CIMOSA presentation of an integrated product design review framework. Int. J. Computer Integrated Manufacturing 18(4): 260-278 (2005)

Luis Martínez, Jun Liu, Jian-Bo Yang, Francisco Herrera: A multigranular hierarchical linguistic model for design evaluation based on safety and cost analysis. Int. J. Intell. Syst. 20(12): 1161-1194 (2005)

Jun Liu, Da Ruan, Jian-Bo Yang, Luis Martinez Martinez: Self-Tuning Fuzzy Rule Bases with Belief Structure. Intelligent Data Mining 2005: 419-437

Mingrong Deng, Weixuan Xu, Jian-Bo Yang: Estimating The Attribute Weights Through Evidential Reasoning And Mathematical Programming. International Journal of Information Technology and Decision Making 3(3): 419-428 (2004)

Dengfeng Li, Jian-Bo Yang: Fuzzy linear programming technique for multiattribute group decision making in fuzzy environments. Inf. Sci. 158: 263-275 (2004)

Jian-Bo Yang, Jun Liu, Jin Wang, Guo-Ping Liu, Hongwei Wang: An optimal learning method for constructing belief rule bases. SMC (1) 2004: 994-999

Deng-Feng Li, Jian-Bo Yang: A multiattribute decision making approach using intuitionistic fuzzy sets. EUSFLAT Conf. 2003: 183-186

Jian-Bo Yang, Jun Liu, Jin Wang, How-Sing Sii: The Evidential Reasoning approach for Inference in rule-based systems. SMC 2003: 2461-2468

Jian-Bo Yang, Dong-Ling Xu: On the evidential reasoning algorithm for multiple attribute decision analysis under uncertainty. IEEE Transactions on Systems, Man, and Cybernetics, Part A 32(3): 289-304 (2002)

Jian-Bo Yang, Duan Li: Normal vector identification and interactive tradeoff analysis using minimax formulation in multiobjective optimization. IEEE Transactions on Systems, Man, and Cybernetics, Part A 32(3): 305-319 (2002)

Jian-Bo Yang, Dong-Ling Xu: Nonlinear information aggregation via evidential reasoning in multiattribute decision analysis under uncertainty. IEEE Transactions on Systems, Man, and Cybernetics, Part A 32(3): 376-393 (2002)

Jian-Bo Yang: Rule and utility based evidential reasoning approach for multiattribute decision analysis under uncertainties. European Journal of Operational Research 131(1): 31-61 (2001)

Jian-Bo Yang: GA-based discrete dynamic programming approach for scheduling in FMS environments. IEEE Transactions on Systems, Man, and Cybernetics, Part B 31(5): 824-835 (2001)

Jian-Bo Yang: Minimax reference point approach and its application for multiobjective optimisation. European Journal of Operational Research 126(3): 541-556 (2000)

Jian-Bo Yang: Gradient projection and local region search for multiobjective optimisation. European Journal of Operational Research 112(2): 432-459 (1999)

Duan Li, Jian-Bo Yang, M. P. Biswal: Quantitative parametric connections between methods for generating noninferior solutions in multiobjective optimization. European Journal of Operational Research 117(1): 84-99 (1999)