Gang Kou, Ph.D. - Publications

Affiliations: 
2006 University of Nebraska at Omaha, Omaha, NE, United States 
Area:
Computer Science

95 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2021 Chao X, Kou G, Peng Y, Viedma EH. Large-scale group decision-making with non-cooperative behaviors and heterogeneous preferences: An application in financial inclusion European Journal of Operational Research. 288: 271-293. DOI: 10.1016/J.Ejor.2020.05.047  0.393
2020 Lin C, Kou G, Peng Y, Alsaadi FE. TWO-STAGE PRIORITIZATION PROCEDURE FOR MULTIPLICATIVE AHP-GROUP DECISION MAKING Technological and Economic Development of Economy. 26: 525-545. DOI: 10.3846/Tede.2020.12037  0.376
2020 Wu W, Xu Z, Kou G, Shi Y. Decision-Making Support for the Evaluation of Clustering Algorithms Based on MCDM Complexity. 2020: 1-17. DOI: 10.1155/2020/9602526  0.372
2020 Li F, Wu L, Zhu Q, Yu Y, Kou G, Liao Y. An Eco-Inefficiency Dominance Probability Approach for Chinese Banking Operations Based on Data Envelopment Analysis Complexity. 2020: 1-14. DOI: 10.1155/2020/3780232  0.386
2020 Xiong J, Zhang C, Kou G, Wang R, Ishibuchi H, Alsaadi FE. Optimizing Long-Term Bank Financial Products Portfolio Problems with a Multiobjective Evolutionary Approach Complexity. 2020: 1-18. DOI: 10.1155/2020/3106097  0.333
2020 Li T, Kou G, Peng Y, Shi Y. Classifying With Adaptive Hyper-Spheres: An Incremental Classifier Based on Competitive Learning Ieee Transactions On Systems, Man, and Cybernetics: Systems. 50: 1218-1229. DOI: 10.1109/Tsmc.2017.2761360  0.302
2020 Li F, Yan Z, Zhu Q, Yin M, Kou G. Allocating a fixed cost across decision making units with explicitly considering efficiency rankings Journal of the Operational Research Society. 1-15. DOI: 10.1080/01605682.2020.1718561  0.328
2020 Zhou Y, Kou G, Xiao H, Peng Y, Alsaadi FE. Sequential imperfect preventive maintenance model with failure intensity reduction with an application to urban buses Reliability Engineering & System Safety. 198: 106871. DOI: 10.1016/J.Ress.2020.106871  0.33
2020 Li T, Kou G, Peng Y. Improving malicious URLs detection via feature engineering: Linear and nonlinear space transformation methods Information Systems. 91: 101494. DOI: 10.1016/J.Is.2020.101494  0.325
2020 Wu Y, Zhang Z, Kou G, Zhang H, Chao X, Li C, Dong Y, Herrera F. Distributed linguistic representations in decision making: Taxonomy, key elements and applications, and challenges in data science and explainable artificial intelligence Information Fusion. 65: 165-178. DOI: 10.1016/J.Inffus.2020.08.018  0.363
2020 Zhang H, Zhao S, Kou G, Li C, Dong Y, Herrera F. An overview on feedback mechanisms with minimum adjustment or cost in consensus reaching in group decision making: Research paradigms and challenges Information Fusion. 60: 65-79. DOI: 10.1016/J.Inffus.2020.03.001  0.369
2020 Kou G, Yang P, Peng Y, Xiao F, Chen Y, Alsaadi FE. Evaluation of feature selection methods for text classification with small datasets using multiple criteria decision-making methods Applied Soft Computing. 86: 105836. DOI: 10.1016/J.Asoc.2019.105836  0.346
2020 Lin C, Kou G, Peng Y, Alsaadi FE. Aggregation of the nearest consistency matrices with the acceptable consensus in AHP-GDM Annals of Operations Research. 1-17. DOI: 10.1007/S10479-020-03572-1  0.38
2019 Chao X, Kou G, Peng Y, Alsaadi FE. BEHAVIOR MONITORING METHODS FOR TRADE-BASED MONEY LAUNDERING INTEGRATING MACRO AND MICRO PRUDENTIAL REGULATION: A CASE FROM CHINA Technological and Economic Development of Economy. 25: 1081-1096. DOI: 10.3846/Tede.2019.9383  0.337
2019 Zha Q, Liang H, Kou G, Dong Y, Yu S. A Feedback Mechanism With Bounded Confidence- Based Optimization Approach for Consensus Reaching in Multiple Attribute Large-Scale Group Decision-Making Ieee Transactions On Computational Social Systems. 6: 994-1006. DOI: 10.1109/Tcss.2019.2938258  0.388
2019 Morente-Molinera J, Kou G, Samuylov K, Ureña R, Herrera-Viedma E. Carrying out consensual Group Decision Making processes under social networks using sentiment analysis over comparative expressions Knowledge-Based Systems. 165: 335-345. DOI: 10.1016/J.Knosys.2018.12.006  0.361
2019 Dong Y, Liu W, Chiclana F, Kou G, Herrera-Viedma E. Are incomplete and self-confident preference relations better in multicriteria decision making? A simulation-based investigation Information Sciences. 492: 40-57. DOI: 10.1016/J.Ins.2019.04.015  0.342
2019 Tang J, Tian Y, Liu D, Kou G. Coupling privileged kernel method for multi-view learning Information Sciences. 481: 110-127. DOI: 10.1016/J.Ins.2018.12.058  0.322
2019 Ureña R, Kou G, Dong Y, Chiclana F, Herrera-Viedma E. A review on trust propagation and opinion dynamics in social networks and group decision making frameworks Information Sciences. 478: 461-475. DOI: 10.1016/J.Ins.2018.11.037  0.349
2019 Morente-Molinera J, Kou G, Pang C, Cabrerizo F, Herrera-Viedma E. An automatic procedure to create fuzzy ontologies from users’ opinions using sentiment analysis procedures and multi-granular fuzzy linguistic modelling methods Information Sciences. 476: 222-238. DOI: 10.1016/J.Ins.2018.10.022  0.332
2019 Zhang H, Kou G, Peng Y. Soft consensus cost models for group decision making and economic interpretations European Journal of Operational Research. 277: 964-980. DOI: 10.1016/J.Ejor.2019.03.009  0.343
2019 Ureña R, Kou G, Wu J, Chiclana F, Herrera‐Viedma E. Dealing with incomplete information in linguistic group decision making by means of Interval Type‐2 Fuzzy Sets International Journal of Intelligent Systems. 34: 1261-1280. DOI: 10.1002/Int.22095  0.335
2018 Tang J, Tian Y, Liu X, Li D, Lv J, Kou G. Improved multi-view privileged support vector machine. Neural Networks : the Official Journal of the International Neural Network Society. 106: 96-109. PMID 30048781 DOI: 10.1016/J.Neunet.2018.06.017  0.361
2018 Chen J, Kou G, Peng Y. The dynamic effects of online product reviews on purchase decisions Technological and Economic Development of Economy. 24: 2045-2064. DOI: 10.3846/Tede.2018.4545  0.327
2018 Li G, Kou G, Peng Y. A Group Decision Making Model for Integrating Heterogeneous Information Ieee Transactions On Systems, Man, and Cybernetics. 48: 982-992. DOI: 10.1109/Tsmc.2016.2627050  0.404
2018 Chen K, Kou G, Li C. A linear programming model to reduce rank violations while eliciting preference from pairwise comparison matrix Journal of the Operational Research Society. 69: 1512-1523. DOI: 10.1080/01605682.2017.1409156  0.309
2018 Wu W, Kou G, Peng Y. A consensus facilitation model based on experts’ weights for investment strategy selection Journal of the Operational Research Society. 69: 1435-1444. DOI: 10.1080/01605682.2017.1398203  0.376
2018 Herrera-Viedma E, Chiclana F, Dong Y, Loia V, Kou G, Fujita H. Guest Editorial: Intelligent Decision Making and Consensus Under Uncertainty in Inconsistent and Dynamic Environments Knowledge-Based Systems. 162: 1-2. DOI: 10.1016/J.Knosys.2018.11.008  0.338
2018 Dong Y, Zha Q, Zhang H, Kou G, Fujita H, Chiclana F, Herrera-Viedma E. Consensus reaching in social network group decision making: Research paradigms and challenges Knowledge-Based Systems. 162: 3-13. DOI: 10.1016/J.Knosys.2018.06.036  0.348
2018 Morente-Molinera J, Kou G, Peng Y, Torres-Albero C, Herrera-Viedma E. Analysing discussions in social networks using group decision making methods and sentiment analysis Information Sciences. 447: 157-168. DOI: 10.1016/J.Ins.2018.03.020  0.335
2018 Dong Y, Zhan M, Kou G, Ding Z, Liang H. A survey on the fusion process in opinion dynamics Information Fusion. 43: 57-65. DOI: 10.1016/J.Inffus.2017.11.009  0.311
2018 Chao X, Kou G, Li T, Peng Y. Jie Ke versus AlphaGo: A ranking approach using decision making method for large-scale data with incomplete information European Journal of Operational Research. 265: 239-247. DOI: 10.1016/J.Ejor.2017.07.030  0.384
2018 Morente-Molinera J, Kou G, Pérez I, Samuylov K, Selamat A, Herrera-Viedma E. A group decision making support system for the Web: How to work in environments with a high number of participants and alternatives Applied Soft Computing. 68: 191-201. DOI: 10.1016/J.Asoc.2018.03.047  0.358
2017 KOU G, CHAO X, PENG Y, XU L, CHEN Y. Intelligent Collaborative Support System for AHP-Group Decision Making Studies in Informatics and Control. 26. DOI: 10.24846/V26I2Y201701  0.34
2017 Morente-Molinera J, Kou G, González-Crespo R, Corchado J, Herrera-Viedma E. Solving multi-criteria group decision making problems under environments with a high number of alternatives using fuzzy ontologies and multi-granular linguistic modelling methods Knowledge-Based Systems. 137: 54-64. DOI: 10.1016/J.Knosys.2017.09.010  0.404
2017 Xu L, Gao C, Kou G, Liu Q. Comonotonic approximation to periodic investment problems under stochastic drift European Journal of Operational Research. 262: 251-261. DOI: 10.1016/J.Ejor.2017.04.010  0.305
2016 Kou G, Ergu D, Chen Y, Lin C. Pairwise comparison matrix in multiple criteria decision making Technological and Economic Development of Economy. 22: 738-765. DOI: 10.3846/20294913.2016.1210694  0.361
2016 Chao X, Peng Y, Kou G. A Similarity Measure-based Optimization Model for Group Decision Making with Multiplicative and Fuzzy Preference Relations International Journal of Computers Communications & Control. 12: 26-40. DOI: 10.15837/Ijccc.2017.1.2781  0.436
2016 Liu C, Kou G, Huang F. Vehicle Coordinated Strategy for Vehicle Routing Problem with Fuzzy Demands Mathematical Problems in Engineering. 2016: 1-10. DOI: 10.1155/2016/9071394  0.311
2016 Zhao Y, Zhang L, Tang M, Kou G. Bounded confidence opinion dynamics with opinion leaders and environmental noises Computers and Operations Research. 74: 205-213. DOI: 10.1016/J.Cor.2015.07.022  0.32
2016 Ergu D, Kou G, Peng Y, Zhang M. Estimating the missing values for the incomplete decision matrix and consistency optimization in emergency management Applied Mathematical Modelling. 40: 254-267. DOI: 10.1016/J.Apm.2015.04.047  0.407
2015 Li G, Kou G, Peng Y. Dynamic fuzzy multiple criteria decision making for performance evaluation Technological and Economic Development of Economy. 21: 705-719. DOI: 10.3846/20294913.2015.1056280  0.39
2015 Kou G, Peng Y. An application of latent semantic analysis for text categorization International Journal of Computers, Communications and Control. 10: 357-369. DOI: 10.15837/Ijccc.2015.3.1923  0.329
2015 Li G, Kou G, Lin C, Xu L, Liao Y. Multi-attribute decision making with generalized fuzzy numbers Journal of the Operational Research Society. 66: 1793-1803. DOI: 10.1057/Jors.2015.1  0.413
2015 Chen K, Kou G, Shang J, Chen Y. Visualizing market structure through online product reviews: Integrate topic modeling, TOPSIS, and multi-dimensional scaling approaches Electronic Commerce Research and Applications. 14: 58-74. DOI: 10.1016/J.Elerap.2014.11.004  0.33
2015 Lin C, Kou G. Bayesian revision of the individual pair-wise comparison matrices under consensus in AHP-GDM Applied Soft Computing Journal. 35: 802-811. DOI: 10.1016/J.Asoc.2015.02.041  0.393
2015 Chen K, Kou G, Michael Tarn J, Song Y. Bridging the gap between missing and inconsistent values in eliciting preference from pairwise comparison matrices Annals of Operations Research. 235: 155-175. DOI: 10.1007/S10479-015-1997-Z  0.34
2015 Kou G, Yu L. Intelligent knowledge management in operations research Annals of Operations Research. 234. DOI: 10.1007/S10479-015-1985-3  0.317
2015 Zhou Y, Kou G, IErgu D. Analysing operating data to measure the maintenance performance Quality and Reliability Engineering International. 31: 251-263. DOI: 10.1002/Qre.1584  0.335
2014 Kou G, Peng Y, Lu C. MCDM approach to evaluating bank loan default models Technological and Economic Development of Economy. 20: 292-311. DOI: 10.3846/20294913.2014.913275  0.404
2014 Ergu D, Kou G, Peng Y, Yang X. Simulation experiments for improving the consistency ratio of reciprocal matrices International Journal of Computers, Communications and Control. 9: 408-418. DOI: 10.15837/Ijccc.2014.4.1165  0.315
2014 Ergu D, Kou G, Peng Y, Li F, Shi Y. Data Consistency in Emergency Management International Journal of Computers Communications & Control. 7: 450. DOI: 10.15837/Ijccc.2012.3.1386  0.405
2014 Kou G, Wu W. An analytic hierarchy model for classification algorithms selection in credit risk analysis Mathematical Problems in Engineering. 2014. DOI: 10.1155/2014/297563  0.342
2014 Ergu D, Kou G, Shang J. A modular-based supplier evaluation framework: A comprehensive data analysis of ANP structure International Journal of Information Technology and Decision Making. 13: 883-916. DOI: 10.1142/S0219622014500679  0.384
2014 Lin C, Kou G, Ergu D. A statistical approach to measure the consistency level of the pairwise comparison matrix Journal of the Operational Research Society. 65: 1380-1386. DOI: 10.1057/Jors.2013.92  0.336
2014 Kou G, Peng Y, Wang G. Evaluation of clustering algorithms for financial risk analysis using MCDM methods Information Sciences. 275: 1-12. DOI: 10.1016/J.Ins.2014.02.137  0.308
2014 Chen K, Kou G, Shang J. An analytic decision making framework to evaluate multiple marketing channels Industrial Marketing Management. 43: 1420-1434. DOI: 10.1016/J.Indmarman.2014.06.011  0.355
2014 Kou G, Ergu D, Shang J. Enhancing data consistency in decision matrix: Adapting Hadamard model to mitigate judgment contradiction European Journal of Operational Research. 236: 261-271. DOI: 10.1016/J.Ejor.2013.11.035  0.402
2014 Kou G, Lin C. A cosine maximization method for the priority vector derivation in AHP European Journal of Operational Research. 235: 225-232. DOI: 10.1016/J.Ejor.2013.10.019  0.329
2014 Kou G, Ergu D, Shi Y. An integrated expert system for fast disaster assessment Computers and Operations Research. 42: 95-107. DOI: 10.1016/J.Cor.2012.10.003  0.387
2014 Ergu D, Kou G, Shi Y. Analytic network process in risk assessment and decision analysis Computers and Operations Research. 42: 58-74. DOI: 10.1016/J.Cor.2011.03.005  0.381
2014 Peng Y, Kou G, Li J. A Fuzzy PROMETHEE Approach for Mining Customer Reviews in Chinese Arabian Journal For Science and Engineering. 39: 5245-5252. DOI: 10.1007/S13369-014-1033-7  0.339
2014 Ergu D, Kou G, Fülöp J, Shi Y. Further Discussions on Induced Bias Matrix Model for the Pair-Wise Comparison Matrix Journal of Optimization Theory and Applications. 161: 980-993. DOI: 10.1007/S10957-012-0223-2  0.332
2014 Kou G, Wu W. Multi-criteria decision analysis for emergency medical service assessment Annals of Operations Research. 223: 239-254. DOI: 10.1007/S10479-014-1630-6  0.351
2013 Zhou Y, Kou G, Ergu D, Peng Y. Mission availability for bounded-cumulative-downtime system. Plos One. 8: e65375. PMID 23843940 DOI: 10.1371/Journal.Pone.0065375  0.326
2013 Ergu D, Kou G. Data inconsistency and incompleteness processing model in decision matrix Studies in Informatics and Control. 22: 359-366. DOI: 10.24846/V22I4Y201311  0.407
2013 Shi Y, Xi Y, Wolcott P, Tian Y, Li J, Berg D, Chen Z, Herrera-Viedma E, Kou G, Lee H, Peng Y, Yu L. Advancing innovation and development of IT and quantitative management: Preface for ITQM 2013 Procedia Computer Science. 17: 1-7. DOI: 10.1016/J.Procs.2013.05.001  0.46
2013 Lin C, Kou G, Ergu D. A heuristic approach for deriving the priority vector in AHP Applied Mathematical Modelling. 37: 5828-5836. DOI: 10.1016/J.Apm.2012.11.023  0.346
2013 Lin C, Kou G, Ergu D. An improved statistical approach for consistency test in AHP Annals of Operations Research. 211: 289-299. DOI: 10.1007/S10479-013-1413-5  0.347
2012 Kou G, Zhao Y, Peng Y, Shi Y. Multi-level opinion dynamics under bounded confidence. Plos One. 7: e43507. PMID 23028458 DOI: 10.1371/Journal.Pone.0043507  0.305
2012 Peng Y, Zhang Y, Kou G, Shi Y. A multicriteria decision making approach for estimating the number of clusters in a data set. Plos One. 7: e41713. PMID 22870181 DOI: 10.1371/Journal.Pone.0041713  0.343
2012 Wu W, Kou G, Peng Y, Ergu D. Improved AHP-group decision making for investment strategy selection Technological and Economic Development of Economy. 18: 299-316. DOI: 10.3846/20294913.2012.680520  0.403
2012 Kwak W, Shi Y, Kou G. Predicting Bankruptcy After The Sarbanes-Oxley Act Using The Most Current Data Mining Approaches Journal of Business & Economics Research (Jber). 10: 233. DOI: 10.19030/Jber.V10I4.6899  0.361
2012 Eldridge S, Kwak W, Venkatesh R, Shi Y, Kou G. Predicting Auditor Changes With Financial Distress Variables: Discriminant Analysis And Problems With Data Mining Approaches Journal of Applied Business Research (Jabr). 28: 1357. DOI: 10.19030/Jabr.V28I6.7349  0.319
2012 Kou G, Lu Y, Peng Y, Shi Y. Evaluation of classification algorithms using MCDM and rank correlation International Journal of Information Technology and Decision Making. 11: 197-225. DOI: 10.1142/S0219622012500095  0.39
2012 López-Herrera AG, Herrera-Viedma E, Cobo MJ, Martínez MA, Kou G, Shi Y. 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: 247-270. DOI: 10.1142/S0219622012400020  0.34
2012 Kwak W, Shi Y, Kou G. Bankruptcy prediction for Korean firms after the 1997 financial crisis: Using a multiple criteria linear programming data mining approach Review of Quantitative Finance and Accounting. 38: 441-453. DOI: 10.1007/S11156-011-0238-Z  0.373
2012 Ergu D, Kou G. Questionnaire design improvement and missing item scores estimation for rapid and efficient decision making Annals of Operations Research. 197: 5-23. DOI: 10.1007/S10479-011-0922-3  0.375
2011 Kwak W, Eldridge S, Shi Y, Kou G. Predicting auditor changes using financial distress variables and the multiple criteria linear programming (MCLP) and other data mining approaches Journal of Applied Business Research. 27: 73-84. DOI: 10.19030/Jabr.V27I5.5597  0.304
2011 Peng Y, Kou G, Wang G, Wu W, Shi Y. Ensemble of software defect predictors: An AHP-based evaluation method International Journal of Information Technology and Decision Making. 10: 187-206. DOI: 10.1142/S0219622011004282  0.364
2011 Peng Y, Kou G, Wang G, Shi Y. FAMCDM: A fusion approach of MCDM methods to rank multiclass classification algorithms Omega. 39: 677-689. DOI: 10.1016/J.Omega.2011.01.009  0.378
2011 Ergu D, Kou G, Peng Y, Shi Y. A simple method to improve the consistency ratio of the pair-wise comparison matrix in ANP European Journal of Operational Research. 213: 246-259. DOI: 10.1016/J.Ejor.2011.03.014  0.357
2011 Peng Y, Wang G, Kou G, Shi Y. An empirical study of classification algorithm evaluation for financial risk prediction Applied Soft Computing Journal. 11: 2906-2915. DOI: 10.1016/J.Asoc.2010.11.028  0.339
2011 Ergu D, Kou G, Peng Y, Shi Y, Shi Y. BIMM: A Bias Induced Matrix Model for Incomplete Reciprocal Pairwise Comparison Matrix Journal of Multi-Criteria Decision Analysis. 18: 101-113. DOI: 10.1002/Mcda.472  0.34
2011 Kou G, Wu W, Zhao Y, Peng Y, Yaw NE, Shi Y. A Dynamic Assessment Method for Urban Eco-environmental Quality Evaluation Journal of Multi-Criteria Decision Analysis. 18: 23-38. DOI: 10.1002/Mcda.470  0.303
2009 Kwak W, Eldridge S, Shi Y, Kou G. Predicting material weaknesses in internal control systems after the Sarbanes-Oxley act using multiple criteria linear programming and other data mining approaches Journal of Applied Business Research. 25: 105-118. DOI: 10.19030/Jabr.V25I6.999  0.31
2009 Kou G, Peng Y, Chen Z, Shi Y. Multiple criteria mathematical programming for multi-class classification and application in network intrusion detection Information Sciences. 179: 371-381. DOI: 10.1016/J.Ins.2008.10.025  0.525
2008 Peng Y, Kou G, Shi Y, Chen Z. A descriptive framework for the field of data mining and knowledge discovery International Journal of Information Technology and Decision Making. 7: 639-682. DOI: 10.1142/S0219622008003204  0.451
2007 Kou G, Peng Y, Shi Y, Chen Z. Privacy-Preserving Data Mining of Medical Data Using Data Separation-Based Techniques Data Science Journal. 6: S429-S434. DOI: 10.2481/Dsj.6.S429  0.498
2006 Kwak W, Shi Y, Eldridge SW, Kou G. Bankruptcy prediction for Japanese firms: using Multiple Criteria Linear Programming data mining approach International Journal of Business Intelligence and Data Mining. 1: 401. DOI: 10.1504/Ijbidm.2006.010782  0.313
2005 Shi Y, Peng Y, Kou G, Chen Z. 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: 581-599. DOI: 10.1142/S0219622005001775  0.576
2005 Kou G, Peng Y, Shi Y, Wise M, Xu W. Discovering credit cardholders' behavior by multiple criteria linear programming Annals of Operations Research. 135: 261-274. DOI: 10.1007/S10479-005-6245-5  0.32
2005 Shi Y, Peng Y, Kou G, Chen Z. 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: 581-599.  0.301
2004 Zheng J, Zhuang W, Yan N, Kou G, Peng H, McNally C, Erichsen D, Cheloha A, Herek S, Shi C. Classification of HIV-1-mediated neuronal dendritic and synaptic damage using multiple criteria linear programming. Neuroinformatics. 2: 303-26. PMID 15365193 DOI: 10.1385/Ni:2:3:303  0.493
2003 Kou G, Liu X, Peng Y, Shi Y, Wise M, Xu W. Multiple criteria linear programming approach to data mining: Models, algorithm designs and software development Optimization Methods and Software. 18: 453-473. DOI: 10.1080/10556780310001600953  0.381
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