Gang Kou

280 papers A* 6C 8Misc 8Journal 229Unranked 22
YearRankTypeTitle / Venue / Authors
2026 J jnl
A consensus method based on reinforcement learning for group decision-making.
Eur. J. Oper. Res.
Yufeng Shen, Xueling Ma, Yukun Bao, Gang Kou, Jianming Zhan
2026 A* conf
CastX: Cohort-Level Causal Inference Meets Statistical Testing for Faithful and Reliable GNN Explanations.
AAAI
Guanyuan Yu, Yijun Chen, Liang Xu, Gang Kou
2026 J jnl
Graph learning and its advancements on large language models: A holistic survey.
Neurocomputing
Shaopeng Wei, Jun Wang, Yu Zhao, Xingyan Chen, Xiaochun Hu, Qing Li, Fuzhen Zhuang, Fuji Ren, Gang Kou
2026 J jnl
Q-Learning Algorithm and Molecular Fuzzy Modelling for Evaluating the Carbon Footprints-Based Sustainable Energy Investments.
Int. J. Comput. Intell. Syst.
Gang Kou, Hasan Dinçer, Serhat Yüksel, Serkan Eti
2026 J jnl
Risk Factor Extraction in Financial Disclosures via a Knowledge Graph-Enhanced Language Model.
Int. J. Intell. Syst.
Yangcheng Liu, Dong Liu, Dapeng Zhang, Gang Kou
2026 J jnl
SeqFedEDT: Accelerating Sequential Federated Learning on non-IID Data via Element-Wise Decoupled Training.
IEEE Trans. Mob. Comput.
Tian Du, Xingyan Chen, Mu Wang, Yaling Liu, Su Yao, Gang Kou, Fuzhen Zhuang, Changqiao Xu, Gabriel-Miro Muntean
2026 A* conf
Traceable Latent Variable Discovery Based on Multi-Agent Collaboration.
WWW
Huaming Du, Tao Hu, Yijie Huang, Yu Zhao, Guisong Liu, Tao Gu, Gang Kou, Carl Yang
2026 J jnl
Traceable Latent Variable Discovery Based on Multi-Agent Collaboration.
CoRR
Huaming Du, Tao Hu, Yijie Huang, Yu Zhao, Guisong Liu, Tao Gu, Gang Kou, Carl Yang
2026 A* conf
Transferable Graph Condensation from the Causal Perspective.
AAAI
Huaming Du, Yijie Huang, Su Yao, Yiying Wang, Yueyang Zhou, Jingwen Yang, Jinshi Zhang, Han Ji, Yu Zhao, Guisong Liu, Hegui Zhang, Carl Yang, Gang Kou
2025 J jnl
A Novel Smart Molecular Fuzzy Decision Support System for Solid-State Battery Investments in Grid-Level Renewable Energy Storage.
IEEE Access
Gang Kou, Hasan Dinçer, Serhat Yüksel, Edanur Ergün, Serkan Eti
2025 J jnl
A Trustworthy and Explainable Framework for Benchmarking Hybrid Deep Learning Models Based on Chest X-Ray Analysis in CAD Systems.
Int. J. Inf. Technol. Decis. Mak.
Ahmed Shihab Albahri, Mustafa Mohammed Jassim, Laith Alzubaidi, Rula A. Hamid, Mohamed Aktham Ahmed, Z. T. Al-qaysi, Osamah Shihab Albahri, Abdullah Hussein Alamoodi, Mustafa Esam Alqaysi, Thura J. Mohammed, Gang Kou, Fahd S. Alotaibi, Iman Mohamad Sharaf
2025 J jnl
A simulation optimization approach for weight valuation in analytic hierarchy process.
Eur. J. Oper. Res.
Hui Xiao, Sha Zeng, Yi Peng, Gang Kou
2025 — conf
Causal Discovery through Synergizing Large Language Model and Data-Driven Reasoning.
KDD (2)
Huaming Du, Yujia Zheng, Baoyu Jing, Yu Zhao, Gang Kou, Guisong Liu, Tao Gu, Weimin Li, Carl Yang
2025 J jnl
Complex Pythagorean Fuzzy Decision-Based Approach for Developing English Translation of the Scripture-Based Multiclustering Algorithms.
Int. J. Inf. Technol. Decis. Mak.
Mohammed Abdulmunem Ahmed, A. A. Zaidan, Sarah Qahtan, Hassan A. AlSattar, B. B. Zaidan, Nahia Mourad, Hanif Baharin, Gang Kou, Khaironi Yatim Sharif
2025 J jnl
Consensus methods with Nash and Kalai-Smorodinsky bargaining game for large-scale group decision-making.
Eur. J. Oper. Res.
Yufeng Shen, Xueling Ma, Gang Kou, Rosa M. Rodríguez, Jianming Zhan
2025 J jnl
Defending a series signaling system against uncertain attack time with individual protection, false nodes, and overarching protection.
Reliab. Eng. Syst. Saf.
Bin Wang, Gang Kou, Hui Xiao
2025 J jnl
Degradation variation pattern mining based on BEAST time series decomposition integrated functional principal component analysis.
Reliab. Eng. Syst. Saf.
Yu Zhou, Shenyan Liu, Gang Kou, Fengming Kang
2025 J jnl
Enhancing decentralized energy storage investments with artificial intelligence-driven decision models.
Artif. Intell. Rev.
Gang Kou, Hasan Dinçer, Edanur Ergün, Serkan Eti, Serhat Yüksel, Ümit Hacioglu
2025 J jnl
Enhancing fairness and efficiency in tourism accommodation selection: A probabilistic linguistic approach with social network integration.
Adv. Eng. Informatics
Xinru Han, Jianming Zhan, Gang Kou, Enrique Herrera-Viedma
2025 — conf
Explainable Text Classification with LLMs: Enhancing Performance through Dialectical Prompting and Explanation-Guided Training.
EMNLP (Findings)
Huaming Du, Lei Yuan, Cancan Feng, Guisong Liu, Gang Kou, Carl Yang
2025 J jnl
Feature Selection and Grouping Effect Analysis for Credit Evaluation via Regularized Diagonal Distance Metric Learning.
INFORMS J. Comput.
Tie Li, Gang Kou, Yi Peng, Philip S. Yu
2025 J jnl
Fractal Fuzzy-Based Multi-criteria Assessment of Sustainability in Rare Earth Use for Hydrogen Storage.
Int. J. Comput. Intell. Syst.
Gang Kou, Serhat Yüksel, Serkan Eti, Hasan Dinçer, Merve Acar
2025 J jnl
Identifying Evidence Subgraphs for Financial Risk Detection via Graph Counterfactual and Factual Reasoning.
CoRR
Huaming Du, Lei Yuan, Qing Yang, Xingyan Chen, Yu Zhao, Han Ji, Fuzhen Zhuang, Carl Yang, Gang Kou
2025 J jnl
Innovative solution suggestions for financing electric vehicle charging infrastructure investments with a novel artificial intelligence-based fuzzy decision-making modelling.
Artif. Intell. Rev.
Gang Kou, Serkan Eti, Serhat Yüksel, Hasan Dinçer, Edanur Ergün, Yasar Gökalp
2025 J jnl
Joint Optimization of Condition-Based Maintenance and Spare Parts Ordering for a Hidden Multi-State Deteriorating System.
IEEE Trans. Reliab.
Xia Tang, Hui Xiao, Gang Kou, Yisha Xiang
2025 J jnl
Learning user's dynamic and personalized interests from E-commerce reviews of verified purchases: a time series based framework.
J. Oper. Res. Soc.
Tie Li, Gang Kou, Yi Peng
2025 J jnl
Mergers Between On-Demand Service Platforms: The Impact on Consumer Surplus and Labor Welfare.
Inf. Syst. Res.
Xiaogang Lin, Tao Lu, Xin Wang, Gang Kou
2025 J jnl
Modeling hybrid firm relationships with graph neural networks for stock investment decisions.
Decis. Support Syst.
Yang Du, Biao Li, Zhichen Lu, Gang Kou
2025 J jnl
Multiplex network influence maximization based on representation learning method.
Appl. Soft Comput.
Hegui Zhang, Dapeng Zhang, Yun Wan, Renbin Pan, Gang Kou
2025 J jnl
Profit-based uncertainty estimation with application to credit scoring.
Eur. J. Oper. Res.
Yong Xu, Gang Kou, Daji Ergu
2025 J jnl
Progressive Training for Learning From Label Proportions.
IEEE Trans. Neural Networks Learn. Syst.
Jiabin Liu, Bo Wang, Yuping Zhang, Huadong Wang, Biao Li, Xin Shen, Gang Kou
2025 J jnl
Reject Inference Using Discriminative Dual Stack Sparse Auto-Encoders for Consumer Credit Risk Evaluation.
Int. J. Inf. Technol. Decis. Mak.
Gang Kou, Siqi Weng, Feng Shen, Fahd Saleh S. Alotaibi
2025 J jnl
Towards Comprehensive Information-theoretic Multi-view Learning.
CoRR
Long Shi, Yunshan Ye, Wenjie Wang, Tao Lei, Yu Zhao, Gang Kou, Badong Chen
2025 J jnl
Towards Optimal Customized Architecture for Heterogeneous Federated Learning With Contrastive Cloud-Edge Model Decoupling.
IEEE Trans. Computers
Xingyan Chen, Tian Du, Mu Wang, Tiancheng Gu, Yu Zhao, Gang Kou, Changqiao Xu, Dapeng Oliver Wu
2025 J jnl
Unifying Attribute and Structure Preservation for Enhanced Graph Contrastive Learning.
IEEE Trans. Neural Networks Learn. Syst.
Jialu Chen, Rui Chen, Gang Kou
2024 J jnl
A Bibliometric Overview and Visualization of the International Journal of Information Technology and Decision Making Between 2012 and 2022.
Int. J. Inf. Technol. Decis. Mak.
Huchang Liao, Xiaowan Jin, Yong Shi, Gang Kou
2024 J jnl
A novel interval rough model for optimizing road network performance and safety.
Expert Syst. Appl.
Zhou Na, Zeljko Stevic, Marko Subotic, Dillip Kumar Das, Gang Kou, Sarbast Moslem
2024 J jnl
A sentiment analysis and dual trust relationship-based approach to large-scale group decision-making for online reviews: A case study of China Eastern Airlines.
Inf. Sci.
Lun Guo, Jianming Zhan, Gang Kou, Luis Martínez
2024 J jnl
Advancing robust regression: Addressing asymmetric noise with the BLINEX loss function.
Inf. Fusion
Jingjing Tang, Bangxin Liu, Saiji Fu, Ying-jie Tian, Gang Kou
2024 J jnl
An integrated fuzzy multi-measurement decision-making model for selecting optimization techniques of semiconductor materials.
Expert Syst. Appl.
Mohammed S. Al-Samarraay, Omar Al-Zuhairi, Abdullah Hussein Alamoodi, Osamah Shihab Albahri, Muhammet Deveci, Omar Raed Alobaidi, Ahmed Shihab Albahri, Gang Kou
2024 J jnl
An integrated quantum picture fuzzy rough sets with golden cuts for evaluating carbon footprint-based investment decision policies of sustainable industries.
Appl. Soft Comput.
Gang Kou, Dragan Pamucar, Hasan Dinçer, Serhat Yüksel, Muhammet Deveci, Muhammad Umar
2024 J jnl
Artificial intelligence-based expert weighted quantum picture fuzzy rough sets and recommendation system for metaverse investment decision-making priorities.
Artif. Intell. Rev.
Gang Kou, Hasan Dinçer, Dragan Pamucar, Serhat Yüksel, Muhammet Deveci, Serkan Eti
2024 J jnl
Combining intra-risk and contagion risk for enterprise bankruptcy prediction using graph neural networks.
Inf. Sci.
Shaopeng Wei, Jia Lv, Yu Guo, Qing Yang, Xingyan Chen, Yu Zhao, Qing Li, Fuzhen Zhuang, Gang Kou
2024 J jnl
Consensus reaching process using personalized modification rules in large-scale group decision-making.
Inf. Fusion
Lun Guo, Jianming Zhan, Gang Kou
2024 J jnl
Consistency improvement and local consensus adjustment for probabilistic linguistic preference relations considering personalized individual semantics.
Inf. Sci.
Xueling Ma, Jinxing Zhu, Gang Kou, Jianming Zhan
2024 J jnl
Continual three-way decisions via knowledge transfer.
Appl. Soft Comput.
Xin Yang, Meijun Wu, Longsheng Chen, Gang Kou
2024 J jnl
Discrete opinion dynamics in social networks with stubborn agents and limited information.
Inf. Fusion
Wenjie Cao, Hegui Zhang, Gang Kou, Boyu Zhang
2024 J jnl
Effect Analysis of Covid-19 on China's Capital Market for Property-Rights Exchange Based on Functional Clustering.
Int. J. Inf. Technol. Decis. Mak.
Yu Zhou, Zitong Guo, Gang Kou, Sumuya Borjigin
2024 J jnl
Effect of three-stage cascade of opinion dynamics models in coupled networks.
Neurocomputing
Jia Chen, Youyuan Li, Gang Kou, Haomin Wang
2024 J jnl
Evaluation of Multidimensional Carbon Neutrality Policies in Transportation Using a Novel Quantum Picture Fuzzy Rough Modeling.
IEEE Trans. Engineering Management
Gang Kou, Dragan Pamucar, Serhat Yüksel, Hasan Dinçer, Muhammet Deveci, Muhammad Umar
2024 J jnl
Explainable Artificial Intelligence Multimodal of Autism Triage Levels Using Fuzzy Approach-Based Multi-criteria Decision-Making and LIME.
Int. J. Fuzzy Syst.
Ahmed Shihab Albahri, Shahad Sabbar Joudar, Rula A. Hamid, Idrees A. Zahid, Mustafa Esam Alqaysi, Osamah Shihab Albahri, Abdullah Hussein Alamoodi, Gang Kou, Iman Mohamad Sharaf
2024 J jnl
Graph Dimension Attention Networks for Enterprise Credit Assessment.
CoRR
Shaopeng Wei, Beni Egressy, Xingyan Chen, Yu Zhao, Fuzhen Zhuang, Roger Wattenhofer, Gang Kou
2024 J jnl
Human-computer interaction using artificial intelligence-based expert prioritization and neuro quantum fuzzy picture rough sets for identity management choices of non-fungible tokens in the Metaverse.
Artif. Intell. Rev.
Gang Kou, Hasan Dinçer, Dragan Pamucar, Serhat Yüksel, Muhammet Deveci, Gabriela Oana Olaru, Serkan Eti
2024 J jnl
Imputed Expert Decision Recommendation System for QFD-based Omnichannel Strategy Selection for Financial Services.
Int. J. Inf. Technol. Decis. Mak.
Gang Kou, Hasan Dinçer, Serhat Yüksel, Fahd Saleh S. Alotaibi
2024 J jnl
Integrated approach for sustainable development and investment goals: analyzing environmental issues in European economies.
Ann. Oper. Res.
Gang Kou, Serhat Yüksel, Hasan Dinçer, Mohammed A. Hefni
2024 J jnl
Integration of FDOSM and FWZIC Under Homogeneous Fermatean Fuzzy Environment: A Prioritization of COVID-19 Patients for Mesenchymal Stem Cell Transfusion.
Int. J. Inf. Technol. Decis. Mak.
Hassan A. AlSattar, Sarah Qahtan, R. T. Mohammed, A. A. Zaidan, Osamah Shihab Albahri, Gang Kou, Abdullah Hussein Alamoodi, Ahmed Shihab Albahri, B. B. Zaidan, Mohammed S. Al-Samarraay, Rami Qays Malik, Ali Najm Jasim
2024 J jnl
Large-scale consensus with dynamic trust and optimal reference in social network under incomplete probabilistic linguistic circumstance.
Inf. Sci.
Xiaoli Tian, Wenxiu Ma, Lunwen Wu, Mengying Xie, Gang Kou
2024 J jnl
Melody Is All You Need For Music Generation.
CoRR
Shaopeng Wei, Manzhen Wei, Haoyu Wang, Yu Zhao, Gang Kou
2024 J jnl
Multi-round minimum cost consensus model with objectivity-fairness driven feedback mechanism.
Inf. Fusion
Weiwei Guo, Wei-Guo Zhang, Zaiwu Gong, Gang Kou, Xiaoxia Xu
2024 J jnl
Optimal Inspection Policy for a Three-Stage System With Imperfect Inspection and Repair.
IEEE Trans. Reliab.
Xia Tang, Hui Xiao, Gang Kou, Rui Peng
2024 J jnl
Perception and expression-based dual expert decision-making approach to information sciences with integrated quantum fuzzy modelling for renewable energy project selection.
Inf. Sci.
Gang Kou, Dragan Pamucar, Hasan Dinçer, Muhammet Deveci, Serhat Yüksel, Muhammad Umar
2024 J jnl
Quantum fuzzy decision-making for analyzing the service progress life cycle of renewable energy innovation investments.
Appl. Soft Comput.
Gang Kou, Dragan Pamucar, Hasan Dinçer, Serhat Yüksel
2024 A* conf
Representation Learning of Temporal Graphs with Structural Roles.
KDD
Huaming Du, Long Shi, Xingyan Chen, Yu Zhao, Hegui Zhang, Carl Yang, Fuzhen Zhuang, Gang Kou
2024 J jnl
Role-aware random walk for network embedding.
Inf. Sci.
Hegui Zhang, Gang Kou, Yi Peng, Boyu Zhang
2024 J jnl
Towards Optimal Customized Architecture for Heterogeneous Federated Learning with Contrastive Cloud-Edge Model Decoupling.
CoRR
Xingyan Chen, Tian Du, Mu Wang, Tiancheng Gu, Yu Zhao, Gang Kou, Changqiao Xu, Dapeng Oliver Wu
2024 J jnl
Z-number linguistic term set for multi-criteria group decision-making and its application in predicting the acceptance of academic papers.
Appl. Intell.
Yangxue Li, Gang Kou, Yi Peng, Juan Antonio Morente-Molinera
2023 J jnl
A Consensus Model Based on Social Network Analysis in Large-Scale Group Decision Making: Mining and Managing Trust Risk Behaviors.
IEEE Trans. Syst. Man Cybern. Syst.
Mengqi Li, Lei Qiu, Yejun Xu, Xia Liu, Gang Kou, Enrique Herrera-Viedma
2023 J jnl
A Look at the Focus on Big Data for Information Technology and Decision Making During 1994 to 2020.
Int. J. Inf. Technol. Decis. Mak.
Zeshui Xu, Zijing Ge, Xinxin Wang, Gang Kou
2023 J jnl
A consensus model under framework of prospect theory with acceptable adjustment and endo-confidence.
Inf. Fusion
Xiaoli Tian, Wanqing Li, Lanhao Li, Gang Kou, Chen Ye
2023 J jnl
A facial expression and expert recommendation fuzzy decision-making approach for sustainable business investments within the metaverse world.
Appl. Soft Comput.
Gang Kou, Serhat Yüksel, Hasan Dinçer
2023 J jnl
A new representation learning approach for credit data analysis.
Inf. Sci.
Tie Li, Gang Kou, Yi Peng
2023 J jnl
A regret-theory-based three-way decision method with a priori probability tolerance dominance relation in fuzzy incomplete information systems.
Inf. Fusion
Wenjie Wang, Jianming Zhan, Chao Zhang, Enrique Herrera-Viedma, Gang Kou
2023 J jnl
A three-way consensus model with regret theory under the framework of probabilistic linguistic term sets.
Inf. Fusion
Jinxing Zhu, Xueling Ma, Gang Kou, Enrique Herrera-Viedma, Jianming Zhan
2023 J jnl
Adoption of energy consumption in urban mobility considering digital carbon footprint: A two-phase interval-valued Fermatean fuzzy dominance methodology.
Eng. Appl. Artif. Intell.
S. Jeevaraj, Ilgin Gökasar, Muhammet Deveci, Dursun Delen, Bilal Bahaa Zaidan, Xin Wen, Wen-Long Shang, Gang Kou
2023 J jnl
An efficient simulation procedure for the expected opportunity cost using metamodels.
Autom.
Minhao Cao, Gang Kou, Hui Xiao, Loo Hay Lee
2023 A* conf
Attribute and Structure Preserving Graph Contrastive Learning.
AAAI
Jialu Chen, Gang Kou
2023 J jnl
Availability analysis of shared bikes using abnormal trip data.
Reliab. Eng. Syst. Saf.
Yu Zhou, Gang Kou, Zhen-Zhu Guo, Hui Xiao
2023 J jnl
Consensus Reaching in Group Decision Making With Linear Uncertain Preferences and Asymmetric Costs.
IEEE Trans. Syst. Man Cybern. Syst.
Xiaoxia Xu, Zaiwu Gong, Enrique Herrera-Viedma, Gang Kou, Francisco Javier Cabrerizo
2023 J jnl
From risks to rewards: A comprehensive guide to sustainable investment decisions in renewable energy using a hybrid facial expression-based fuzzy decision-making approach.
Appl. Soft Comput.
Gang Kou, Dragan Pamucar, Hasan Dinçer, Serhat Yüksel
2023 J jnl
Intelligent Emotion and Sensory Remote Prioritisation for Patients with Multiple Chronic Diseases.
Sensors
Abdullah Hussein Alamoodi, Osamah Shihab Albahri, A. A. Zaidan, Hassan A. AlSattar, B. B. Zaidan, Ahmed Shihab Albahri, Amelia Ritahani Ismail, Gang Kou, Laith Alzubaidi, Mohammed Talal
2023 J jnl
Learning Bi-Typed Multi-Relational Heterogeneous Graph Via Dual Hierarchical Attention Networks.
IEEE Trans. Knowl. Data Eng.
Yu Zhao, Shaopeng Wei, Huaming Du, Xingyan Chen, Qing Li, Fuzhen Zhuang, Ji Liu, Gang Kou
2023 J jnl
Lexicon annotation in sentiment analysis for dialectal Arabic: Systematic review of current trends and future directions.
Inf. Process. Manag.
Sameh M. Sherif, Abdullah Hussein Alamoodi, Osamah Shihab Albahri, Salem Garfan, Ahmed Shihab Albahri, Muhammet Deveci, Mohammed Rashad Baker, Gang Kou
2023 J jnl
Minimum Cost Consensus Models Measuring Moderator's Preference on Consensus Levels.
IEEE Trans. Syst. Man Cybern. Syst.
Huanhuan Zhang, Gang Kou, Yi Peng
2023 J jnl
Optimal Inspection Policy for a Single-Unit System Considering Two Failure Modes and Production Wait Time.
IEEE Trans. Reliab.
Hui Xiao, Yuanmin Yan, Gang Kou, Shaomin Wu
2023 J jnl
Optimal Inspection Policy for a Three-Stage System Considering the Production Wait Time.
IEEE Trans. Reliab.
Gang Kou, Yaying Liu, Hui Xiao, Rui Peng
2023 J jnl
Provincial energy and environmental efficiency analysis of Chinese transportation industry with the fixed-sum carbon emission constraint.
Comput. Ind. Eng.
Feng Li, Shiqi Ye, Julien Chevallier, Jinyu Zhang, Gang Kou
2023 J jnl
Region-based demand forecasting in bike-sharing systems using a multiple spatiotemporal fusion neural network.
Soft Comput.
Xiao Yan, Gang Kou, Feng Xiao, Dapeng Zhang, Xianghua Gan
2023 J jnl
Reliability of a Distributed Data Storage System Considering the External Impacts.
IEEE Trans. Reliab.
Gang Kou, Kunxiang Yi, Hui Xiao, Rui Peng
2023 J jnl
Robust multi-view learning with the bounded LINEX loss.
Neurocomputing
Jingjing Tang, Hao He, Saiji Fu, Yingjie Tian, Gang Kou, Shan Xu
2023 J jnl
Separation or integration: The game between retailers with online and offline channels.
Eur. J. Oper. Res.
Ronghui Wang, Guofang Nan, Gang Kou, Minqiang Li
2023 J jnl
Stock Movement Prediction Based on Bi-Typed Hybrid-Relational Market Knowledge Graph via Dual Attention Networks.
IEEE Trans. Knowl. Data Eng.
Yu Zhao, Huaming Du, Ying Liu, Shaopeng Wei, Xingyan Chen, Fuzhen Zhuang, Qing Li, Gang Kou
2023 J jnl
Z-number-valued rule-based decision trees.
Inf. Sci.
Yangxue Li, Enrique Herrera-Viedma, Gang Kou, Juan Antonio Morente-Molinera
2022 J jnl
A group decision making approach for supplier selection with multi-period fuzzy information and opinion interaction among decision makers.
J. Oper. Res. Soc.
Guangxu Li, Gang Kou, Yanhong Li, Yi Peng
2022 J jnl
Aggregation of the nearest consistency matrices with the acceptable consensus in AHP-GDM.
Ann. Oper. Res.
Changsheng Lin, Gang Kou, Yi Peng, Fawaz E. Alsaadi
2022 J jnl
Allocating a fixed cost across decision-making units with undesirable outputs: A bargaining game approach.
J. Oper. Res. Soc.
Feng Li, Yue Wang, Ali Emrouznejad, Qingyuan Zhu, Gang Kou
2022 J jnl
An Integrated Cluster Detection, Optimization, and Interpretation Approach for Financial Data.
IEEE Trans. Cybern.
Tie Li, Gang Kou, Yi Peng, Philip S. Yu
2022 J jnl
An Iterative Algorithm to Derive Priority From Large-Scale Sparse Pairwise Comparison Matrix.
IEEE Trans. Syst. Man Cybern. Syst.
Haomin Wang, Gang Kou, Yi Peng
2022 J jnl
An efficiency curve for evaluating imbalanced classifiers considering intrinsic data characteristics: Experimental analysis.
Inf. Sci.
Xiangrui Chao, Gang Kou, Yi Peng, Alberto Fernández
2022 J jnl
An endo-confidence-based consensus with hierarchical clustering and automatic feedback in multi-attribute large-scale group decision-making.
Inf. Sci.
Xiaoli Tian, Wanqing Li, Zeshui Xu, Gang Kou, Chuming Nie
2022 J jnl
Bankruptcy Prediction via Mixing Intra-Risk and Spillover-Risk.
CoRR
Yu Zhao, Shaopeng Wei, Yu Guo, Qing Yang, Qing Li, Fuzhen Zhuang, Ji Liu, Gang Kou
2022 J jnl
Bounded Confidence Evolution of Opinions and Actions in Social Networks.
IEEE Trans. Cybern.
Min Zhan, Gang Kou, Yucheng Dong, Francisco Chiclana, Enrique Herrera-Viedma
2022 J jnl
Consensus Reaching With Minimum Cost of Informed Individuals and Time Constraints in Large-Scale Group Decision-Making.
IEEE Trans. Fuzzy Syst.
Haiming Liang, Gang Kou, Yucheng Dong, Francisco Chiclana, Enrique Herrera-Viedma
2022 J jnl
Consensus reaching process in large-scale group decision making based on bounded confidence and social network.
Eur. J. Oper. Res.
Yanhong Li, Gang Kou, Guangxu Li, Yi Peng
2022 J jnl
Determining closest targets on the extended facet production possibility set in data envelopment analysis: Modeling and computational aspects.
Eur. J. Oper. Res.
Qingyuan Zhu, Juan Aparicio, Feng Li, Jie Wu, Gang Kou
2022 J jnl
Fuzzy multi-attribute information fusion approach for finance investment selection with the expert reliability.
Appl. Soft Comput.
Yanhong Li, Gang Kou, Guangxu Li, Mohammed A. Hefni
2022 J jnl
Heterogeneous Large-Scale Group Decision Making Using Fuzzy Cluster Analysis and Its Application to Emergency Response Plan Selection.
IEEE Trans. Syst. Man Cybern. Syst.
Guangxu Li, Gang Kou, Yi Peng
2022 J jnl
How to determine the consensus threshold in group decision making: a method based on efficiency benchmark using benefit and cost insight.
Ann. Oper. Res.
Xiangrui Chao, Yucheng Dong, Gang Kou, Yi Peng
2022 J jnl
Large-scale peer-to-peer loan consensus based on minimum cost consensus.
J. Oper. Res. Soc.
Huanhuan Zhang, Gang Kou, Yi Peng
2022 J jnl
Preventive maintenance for heterogeneous parallel systems with two failure modes.
Reliab. Eng. Syst. Saf.
Rui Peng, Xiaofeng He, Chao Zhong, Gang Kou, Hui Xiao
2022 — ed.
Proceedings of the 9th International Conference on Information Technology and Quantitative Management, ITQM 2022, Global Green Digital Economy: Challenges and Development, December 9-11, 2022, Beijing, China
ITQM
Yong Shi, Jianping Li, Gang Kou, Daniel Berg, James M. Tien
2022 J jnl
Reliability modeling and configuration optimization of a photovoltaic based electric power generation system.
Reliab. Eng. Syst. Saf.
Hui Xiao, Chen Lin, Gang Kou, Rui Peng
2022 J jnl
Reliability of a Distributed Computing System With Performance Sharing.
IEEE Trans. Reliab.
Hui Xiao, Kunxiang Yi, Rui Peng, Gang Kou
2022 A* conf
Role-based Multiplex Network Embedding.
ICML
Hegui Zhang, Gang Kou
2022 J jnl
Solving Periodic Investment Portfolio Selection Problems by a Data-Assisted Multiobjective Evolutionary Approach.
IEEE Trans. Cybern.
Jian Xiong, Rui Wang, Gang Kou, Liang Xu
2022 J jnl
Stock Movement Prediction Based on Bi-typed Hybrid-relational Market Knowledge Graph via Dual Attention Networks.
CoRR
Yu Zhao, Huaming Du, Ying Liu, Shaopeng Wei, Xingyan Chen, Fuzhen Zhuang, Qing Li, Ji Liu, Gang Kou
2022 — conf
The Power of Leadership Artistry.
ITQM
Peiqi Guo, Gang Kou
2022 J jnl
The interaction of multiple information on multiplex social networks.
Inf. Sci.
Hegui Zhang, Xiaolong Chen, Yi Peng, Gang Kou, Ruijie Wang
2022 J jnl
Travel preference of bicycle-sharing users: A multi-granularity sequential pattern mining approach.
Int. J. Comput. Commun. Control
Yu Zhou, Mengdie Zhang, Gang Kou, Yiming Li
2022 J jnl
Type α and type γ consensus for multi-stage emergency group decision making based on mining consensus sequences.
J. Oper. Res. Soc.
Ming Tang, Huchang Liao, Gang Kou
2021 J jnl
A fast diagonal distance metric learning approach for large-scale datasets.
Inf. Sci.
Tie Li, Gang Kou, Yi Peng, Philip S. Yu
2021 J jnl
A geometrical method for consensus building in GDM with incomplete heterogeneous preference information.
Appl. Soft Comput.
Gang Kou, Yi Peng, Xiangrui Chao, Enrique Herrera-Viedma, Fawaz E. Alsaadi
2021 J jnl
A heuristic method to rank the alternatives in the AHP synthesis.
Appl. Soft Comput.
Changsheng Lin, Gang Kou
2021 J jnl
A linguistic multi-criteria decision making methodology for the evaluation of tourist services considering customer opinion value.
Appl. Soft Comput.
Itzcóatl Bueno, Ramón Alberto Carrasco, Carlos Porcel, Gang Kou, Enrique Herrera-Viedma
2021 J jnl
A new deep learning ensemble credit risk evaluation model with an improved synthetic minority oversampling technique.
Appl. Soft Comput.
Feng Shen, Xingchao Zhao, Gang Kou, Fawaz E. Alsaadi
2021 J jnl
A two-stage ranking method to minimize ordinal violation for pairwise comparisons.
Appl. Soft Comput.
Haomin Wang, Yi Peng, Gang Kou
2021 J jnl
Allocating a fixed cost across decision making units with explicitly considering efficiency rankings.
J. Oper. Res. Soc.
Feng Li, Zeyu Yan, Qingyuan Zhu, Miao Yin, Gang Kou
2021 J jnl
An efficient consensus reaching framework for large-scale social network group decision making and its application in urban resettlement.
Inf. Sci.
Xiangrui Chao, Gang Kou, Yi Peng, Enrique Herrera-Viedma, Francisco Herrera
2021 J jnl
Analysis of Collaboration Evolution in AHP Research: 1982-2018.
Int. J. Inf. Technol. Decis. Mak.
Dejian Yu, Gang Kou, Zeshui Xu, Shunshun Shi
2021 J jnl
Bankruptcy prediction for SMEs using transactional data and two-stage multiobjective feature selection.
Decis. Support Syst.
Gang Kou, Yong Xu, Yi Peng, Feng Shen, Yang Chen, Kun Chang, Shaomin Kou
2021 — conf
Consensus reaching process in large-scale group decision making based on opinion leaders.
ITQM
Yanhong Li, Guangxu Li, Gang Kou
2021 J jnl
Coupling loss and self-used privileged information guided multi-view transfer learning.
Inf. Sci.
Jingjing Tang, Yiwei He, Yingjie Tian, Dalian Liu, Gang Kou, Fawaz E. Alsaadi
2021 J jnl
Data envelopment analysis cross efficiency evaluation with reciprocal behaviors.
Ann. Oper. Res.
Feng Li, Han Wu, Qingyuan Zhu, Liang Liang, Gang Kou
2021 J jnl
Development of TODIM with different types of fuzzy sets: A state-of the-art survey.
Appl. Soft Comput.
Xiaoli Tian, Wanqing Li, Li Liu, Gang Kou
2021 J jnl
Distributed linguistic representations in decision making: Taxonomy, key elements and applications, and challenges in data science and explainable artificial intelligence.
Inf. Fusion
Yuzhu Wu, Zhen Zhang, Gang Kou, Hengjie Zhang, Xiangrui Chao, Cong-Cong Li, Yucheng Dong, Francisco Herrera
2021 J jnl
Dual Hierarchical Attention Networks for Bi-typed Heterogeneous Graph Learning.
CoRR
Yu Zhao, Shaopeng Wei, Huaming Du, Xingyan Chen, Qing Li, Fuzhen Zhuang, Ji Liu, Gang Kou
2021 J jnl
Estimating priorities from relative deviations in pairwise comparison matrices.
Inf. Sci.
Jiulong Zhang, Gang Kou, Yi Peng, Yu Zhang
2021 J jnl
How to identify early defaults in online lending: A cost-sensitive multi-layer learning framework.
Knowl. Based Syst.
Zhiyong Li, Junfeng Zhang, Xiao Yao, Gang Kou
2021 J jnl
Influence identification of opinion leaders in social networks: an agent-based simulation on competing advertisements.
Inf. Fusion
Jia Chen, Gang Kou, Haomin Wang, Yiyi Zhao
2021 J jnl
Interval type 2 trapezoidal-fuzzy weighted with zero inconsistency combined with VIKOR for evaluating smart e-tourism applications.
Int. J. Intell. Syst.
Elaiyaraja Krishnan, Rawia Mohammed, Alhamzah Alnoor, Osamah Shihab Albahri, Aws Alaa Zaidan, Hassan A. AlSattar, Ahmed Shihab Albahri, Bilal Bahaa Zaidan, Gang Kou, Rula A. Hamid, Abdullah Hussein Alamoodi, Mamoun Alazab
2021 J jnl
Large-scale group decision-making with non-cooperative behaviors and heterogeneous preferences: An application in financial inclusion.
Eur. J. Oper. Res.
Xiangrui Chao, Gang Kou, Yi Peng, Enrique Herrera-Viedma
2021 J jnl
Multi-attribute group decision making with opinion dynamics based on social trust network.
Inf. Fusion
Yanhong Li, Gang Kou, Guangxu Li, Haomin Wang
2021 J jnl
Multi-class misclassification cost matrix for credit ratings in peer-to-peer lending.
J. Oper. Res. Soc.
Haomin Wang, Gang Kou, Yi Peng
2021 J jnl
Optimal computing budget allocation for the vector evaluated genetic algorithm in multi-objective simulation optimization.
Autom.
Gang Kou, Hui Xiao, Minhao Cao, Loo Hay Lee
2021 J jnl
Reliability modeling and optimization of a two-dimensional sliding window system.
Reliab. Eng. Syst. Saf.
Hui Xiao, Kunxiang Yi, Haitao Liu, Gang Kou
2021 J jnl
Using argumentation in expert's debate to analyze multi-criteria group decision making method results.
Inf. Sci.
Juan Antonio Morente-Molinera, Gang Kou, K. Samuylov, Francisco Javier Cabrerizo, Enrique Herrera-Viedma
2020 J jnl
An Eco-Inefficiency Dominance Probability Approach for Chinese Banking Operations Based on Data Envelopment Analysis.
Complex.
Feng Li, Lunwen Wu, Qingyuan Zhu, Yanling Yu, Gang Kou, Yi Liao
2020 J jnl
An overview on feedback mechanisms with minimum adjustment or cost in consensus reaching in group decision making: Research paradigms and challenges.
Inf. Fusion
Hengjie Zhang, Sihai Zhao, Gang Kou, Cong-Cong Li, Yucheng Dong, Francisco Herrera
2020 J jnl
Classifying With Adaptive Hyper-Spheres: An Incremental Classifier Based on Competitive Learning.
IEEE Trans. Syst. Man Cybern. Syst.
Tie Li, Gang Kou, Yi Peng, Yong Shi
2020 J jnl
Decision-Making Support for the Evaluation of Clustering Algorithms Based on MCDM.
Complex.
Wenshuai Wu, Zeshui Xu, Gang Kou, Yong Shi
2020 J jnl
Defending a series system with individual protection, overarching protection, and disinformation.
Reliab. Eng. Syst. Saf.
Chen Lin, Hui Xiao, Gang Kou, Rui Peng
2020 J jnl
Distributed Linguistic Representations in Decision Making: Taxonomy, Key Elements and Applications, and Challenges in Data Science and Explainable Artificial Intelligence.
CoRR
Yuzhu Wu, Zhen Zhang, Gang Kou, Hengjie Zhang, Xiangrui Chao, Cong-Cong Li, Yucheng Dong, Francisco Herrera
2020 J jnl
Effect of marketing messages and consumer engagement on economic performance: evidence from Weibo.
Internet Res.
Jia Chen, Gang Kou, Yi Peng, Xiangrui Chao, Feng Xiao, Fawaz E. Alsaadi
2020 J jnl
Evaluation of feature selection methods for text classification with small datasets using multiple criteria decision-making methods.
Appl. Soft Comput.
Gang Kou, Pei Yang, Yi Peng, Feng Xiao, Yang Chen, Fawaz E. Alsaadi
2020 J jnl
Impact of the Strategic Role of IT on Explorative and Exploitative Innovation Activities: The Role of Environmental Uncertainty.
Decis. Sci.
Yi Wang, Yang Chen, Nianxin Wang, Saggi Nevo, Gang Kou, Fawaz E. Alsaadi
2020 J jnl
Improving malicious URLs detection via feature engineering: Linear and nonlinear space transformation methods.
Inf. Syst.
Tie Li, Gang Kou, Yi Peng
2020 J jnl
Opinion dynamics model based on the cognitive dissonance: An agent-based simulation.
Inf. Fusion
Ke Li, Haiming Liang, Gang Kou, Yucheng Dong
2020 J jnl
Optimal resource allocation for defending
Reliab. Eng. Syst. Saf.
Hui Xiao, Chen Lin, Gang Kou, Rui Peng
2020 J jnl
Optimizing Long-Term Bank Financial Products Portfolio Problems with a Multiobjective Evolutionary Approach.
Complex.
Jian Xiong, Chao Zhang, Gang Kou, Rui Wang, Hisao Ishibuchi, Fawaz E. Alsaadi
2020 J jnl
Predicting Hourly Demand in Station-free Bike-sharing Systems with Video-level Data.
CoRR
Xiao Yan, Gang Kou, Feng Xiao, Dapeng Zhang, Xianghua Gan
2020 J jnl
Sequential imperfect preventive maintenance model with failure intensity reduction with an application to urban buses.
Reliab. Eng. Syst. Saf.
Yu Zhou, Gang Kou, Hui Xiao, Yi Peng, Fawaz E. Alsaadi
2020 J jnl
Three-stage reject inference learning framework for credit scoring using unsupervised transfer learning and three-way decision theory.
Decis. Support Syst.
Feng Shen, Xingchao Zhao, Gang Kou
2020 J jnl
Time-dependent vehicle routing problem with time windows of city logistics with a congestion avoidance approach.
Knowl. Based Syst.
Changshi Liu, Gang Kou, Xiancheng Zhou, Yi Peng, Huyi Sheng, Fawaz E. Alsaadi
2019 J jnl
A Feedback Mechanism With Bounded Confidence- Based Optimization Approach for Consensus Reaching in Multiple Attribute Large-Scale Group Decision-Making.
IEEE Trans. Comput. Soc. Syst.
Quanbo Zha, Haiming Liang, Gang Kou, Yucheng Dong, Shui Yu
2019 J jnl
A review on trust propagation and opinion dynamics in social networks and group decision making frameworks.
Inf. Sci.
Raquel Ureña, Gang Kou, Yucheng Dong, Francisco Chiclana, Enrique Herrera-Viedma
2019 J jnl
An automatic procedure to create fuzzy ontologies from users' opinions using sentiment analysis procedures and multi-granular fuzzy linguistic modelling methods.
Inf. Sci.
Juan Antonio Morente-Molinera, Gang Kou, C. Pang, Francisco Javier Cabrerizo, Enrique Herrera-Viedma
2019 J jnl
Are incomplete and self-confident preference relations better in multicriteria decision making? A simulation-based investigation.
Inf. Sci.
Yucheng Dong, Wenqi Liu, Francisco Chiclana, Gang Kou, Enrique Herrera-Viedma
2019 C conf
Bankruptcy Forecasting for Small and Medium-Sized Enterprises Using Cash Flow Data.
ICDS
Yong Xu, Gang Kou, Yi Peng, Fawaz E. Alsaadi
2019 J jnl
Carrying out consensual Group Decision Making processes under social networks using sentiment analysis over comparative expressions.
Knowl. Based Syst.
Juan Antonio Morente-Molinera, Gang Kou, Konstantin E. Samouylov, Raquel Ureña, Enrique Herrera-Viedma
2019 J jnl
Coupling privileged kernel method for multi-view learning.
Inf. Sci.
Jingjing Tang, Yingjie Tian, Dalian Liu, Gang Kou
2019 J jnl
Dealing with incomplete information in linguistic group decision making by means of Interval Type-2 Fuzzy Sets.
Int. J. Intell. Syst.
Raquel Ureña, Gang Kou, Jian Wu, Francisco Chiclana, Enrique Herrera-Viedma
2019 J jnl
Impact of Social Network Structures on Uncertain Opinion Formation.
IEEE Trans. Comput. Soc. Syst.
Min Zhan, Haiming Liang, Gang Kou, Yucheng Dong, Shui Yu
2019 J jnl
Learning Spatiotemporal Features of Ride-sourcing Services with Fusion Convolutional Network.
CoRR
Dapeng Zhang, Feng Xiao, Lu Li, Gang Kou
2019 C conf
Organizing Internet opinions to improve their usefulness using Fuzzy Ontologies and sentiment analysis.
CoDIT
Juan Antonio Morente-Molinera, Francisco Javier Cabrerizo, Gang Kou, C. Pang, Sergio Alonso, Enrique Herrera-Viedma
2019 J jnl
Soft consensus cost models for group decision making and economic interpretations.
Eur. J. Oper. Res.
Huanhuan Zhang, Gang Kou, Yi Peng
2019 J jnl
Trade-off between maintenance and protection for multi-state performance sharing systems with transmission loss.
Comput. Ind. Eng.
Kunxiang Yi, Hui Xiao, Gang Kou, Rui Peng
2018 J jnl
A Group Decision Making Model for Integrating Heterogeneous Information.
IEEE Trans. Syst. Man Cybern. Syst.
Guangxu Li, Gang Kou, Yi Peng
2018 J jnl
A consensus facilitation model based on experts' weights for investment strategy selection.
J. Oper. Res. Soc.
Wenshuai Wu, Gang Kou, Yi Peng
2018 J jnl
A group decision making support system for the Web: How to work in environments with a high number of participants and alternatives.
Appl. Soft Comput.
Juan Antonio Morente-Molinera, Gang Kou, Ignacio Javier Pérez, Konstantin E. Samouylov, Ali Selamat, Enrique Herrera-Viedma
2018 J jnl
A linear programming model to reduce rank violations while eliciting preference from pairwise comparison matrix.
J. Oper. Res. Soc.
Kun Chen, Gang Kou, Chenhua Li
2018 J jnl
A survey on the fusion process in opinion dynamics.
Inf. Fusion
Yucheng Dong, Min Zhan, Gang Kou, Zhaogang Ding, Haiming Liang
2018 J jnl
Analysing discussions in social networks using group decision making methods and sentiment analysis.
Inf. Sci.
Juan Antonio Morente-Molinera, Gang Kou, Yi Peng, C. Torres-Albero, Enrique Herrera-Viedma
2018 J jnl
Consensus reaching in social network group decision making: Research paradigms and challenges.
Knowl. Based Syst.
Yucheng Dong, Quanbo Zha, Hengjie Zhang, Gang Kou, Hamido Fujita, Francisco Chiclana, Enrique Herrera-Viedma
2018 J jnl
Guest Editorial: Intelligent Decision Making and Consensus Under Uncertainty in Inconsistent and Dynamic Environments.
Knowl. Based Syst.
Enrique Herrera-Viedma, Francisco Chiclana, Yucheng Dong, Vincenzo Loia, Gang Kou, Hamido Fujita
2018 J jnl
Improved multi-view privileged support vector machine.
Neural Networks
Jingjing Tang, Yingjie Tian, Xiaohui Liu, Dewei Li, Jia Lv, Gang Kou
2018 J jnl
In Memoriam Siwei Cheng and the First International "Siwei Cheng Award" for Venture Capital Research.
Int. J. Inf. Technol. Decis. Mak.
Yong Shi, Gang Kou
2018 J jnl
In Memoriam of Thomas Saaty.
Int. J. Inf. Technol. Decis. Mak.
Yong Shi, Gang Kou
2018 J jnl
Jie Ke versus AlphaGo: A ranking approach using decision making method for large-scale data with incomplete information.
Eur. J. Oper. Res.
Xiangrui Chao, Gang Kou, Tie Li, Yi Peng
2018 C conf
Managing Multi-Criteria Group Decision Making Environments with High Number of Alternatives Using Fuzzy Ontologies.
SoMeT
Juan Antonio Morente-Molinera, Gang Kou, Rubén González Crespo, Juan Manuel Corchado, Enrique Herrera-Viedma
2018 J jnl
The impact of perceived online service quality on swift guanxi: Implications for customer repurchase intention.
Internet Res.
Si Shi, Ren Mu, Lin Lin, Yang Chen, Gang Kou, Xue-Jiao Chen
2018 J jnl
Understanding influence power of opinion leaders in e-commerce networks: An opinion dynamics theory perspective.
Inf. Sci.
Yiyi Zhao, Gang Kou, Yi Peng, Yang Chen
2017 J jnl
A Similarity Measure-based Optimization Model for Group Decision Making with Multiplicative and Fuzzy Preference Relations.
Int. J. Comput. Commun. Control
Xiangrui Chao, Yi Peng, Gang Kou
2017 J jnl
Comonotonic approximation to periodic investment problems under stochastic drift.
Eur. J. Oper. Res.
Liang Xu, Chunyan Gao, Gang Kou, Qinjun Liu
2017 J jnl
Improving strategic flexibility with information technologies: insights for firm performance in an emerging economy.
J. Inf. Technol.
Yang Chen, Yi Wang, Saggi Nevo, Jose Benitez-Amado, Gang Kou
2017 J jnl
Nonlinear manifold learning for early warnings in financial markets.
Eur. J. Oper. Res.
Yan Huang, Gang Kou, Yi Peng
2017 J jnl
Solving multi-criteria group decision making problems under environments with a high number of alternatives using fuzzy ontologies and multi-granular linguistic modelling methods.
Knowl. Based Syst.
Juan Antonio Morente-Molinera, Gang Kou, Rubén González Crespo, Juan M. Corchado, Enrique Herrera-Viedma
2016 J jnl
Bounded confidence opinion dynamics with opinion leaders and environmental noises.
Comput. Oper. Res.
Yiyi Zhao, Libin Zhang, Mingfeng Tang, Gang Kou
2016 J jnl
Minimum Mean Square Error Estimators for the Exponential SSALT Model.
Informatica
Gang Kou, Changsheng Lin, Yi Peng, Guangxu Li, Yang Chen
2016 J jnl
Modelling influence in group decision making.
Soft Comput.
Luis G. Pérez, Francisco Mata, Francisco Chiclana, Gang Kou, Enrique Herrera-Viedma
2015 J jnl
An Application of Latent Semantic Analysis for Text Categorization.
Int. J. Comput. Commun. Control
Gang Kou, Yi Peng
2015 J jnl
Analysing Operating Data to Measure the Maintenance Performance
Qual. Reliab. Eng. Int.
Yu Zhou, Gang Kou, Daji Ergu
2015 J jnl
Bayesian revision of the individual pair-wise comparison matrices under consensus in AHP-GDM.
Appl. Soft Comput.
Changsheng Lin, Gang Kou
2015 J jnl
Bridging the gap between missing and inconsistent values in eliciting preference from pairwise comparison matrices.
Ann. Oper. Res.
Kun Chen, Gang Kou, J. Michael Tarn, Yan Song
2015 J jnl
IT capabilities and product innovation performance: The roles of corporate entrepreneurship and competitive intensity.
Inf. Manag.
Yang Chen, Yi Wang, Saggi Nevo, Jose Benitez-Amado, Gang Kou
2015 J jnl
Intelligent knowledge management in operations research.
Ann. Oper. Res.
Gang Kou, Lean Yu
2015 J jnl
Multi-attribute decision making with generalized fuzzy numbers.
J. Oper. Res. Soc.
Guangxu Li, Gang Kou, Changsheng Lin, Liang Xu, Yi Liao
2015 J jnl
Visualizing market structure through online product reviews: Integrate topic modeling, TOPSIS, and multi-dimensional scaling approaches.
Electron. Commer. Res. Appl.
Kun Chen, Gang Kou, Jennifer Shang, Yang Chen
2014 J jnl
A Modular-Based Supplier Evaluation Framework: A Comprehensive Data Analysis of ANP Structure.
Int. J. Inf. Technol. Decis. Mak.
Daji Ergu, Gang Kou, Jennifer Shang
2014 J jnl
A cosine maximization method for the priority vector derivation in AHP.
Eur. J. Oper. Res.
Gang Kou, Changsheng Lin
2014 J jnl
A kernel entropy manifold learning approach for financial data analysis.
Decis. Support Syst.
Yan Huang, Gang Kou
2014 J jnl
A statistical approach to measure the consistency level of the pairwise comparison matrix.
J. Oper. Res. Soc.
Changsheng Lin, Gang Kou, Daji Ergu
2014 J jnl
An integrated expert system for fast disaster assessment.
Comput. Oper. Res.
Gang Kou, Daji Ergu, Yu Shi
2014 J jnl
Analytic network process in risk assessment and decision analysis.
Comput. Oper. Res.
Daji Ergu, Gang Kou, Yong Shi, Yu Shi
2014 J jnl
Enhancing data consistency in decision matrix: Adapting Hadamard model to mitigate judgment contradiction.
Eur. J. Oper. Res.
Gang Kou, Daji Ergu, Jennifer Shang
2014 J jnl
Evaluation of clustering algorithms for financial risk analysis using MCDM methods.
Inf. Sci.
Gang Kou, Yi Peng, Guoxun Wang
2014 J jnl
Further Discussions on Induced Bias Matrix Model for the Pair-Wise Comparison Matrix.
J. Optim. Theory Appl.
Daji Ergu, Gang Kou, János Fülöp, Yong Shi
2014 — conf
Manifold Learning-Based phase Space Reconstruction for Financial Time Series.
PACIS
Yan Huang, Gang Kou
2014 J jnl
Multi-criteria decision analysis for emergency medical service assessment.
Ann. Oper. Res.
Gang Kou, Wenshuai Wu
2014 J jnl
Simulation Experiments for Improving the Consistency Ratio of Reciprocal Matrices.
Int. J. Comput. Commun. Control
Daji Ergu, Gang Kou, Yi Peng, Xinfeng Yang
2013 — ed.
Active Media Technology - 9th International Conference, AMT 2013, Maebashi, Japan, October 29-31, 2013, Proceedings
AMT
Tetsuya Yoshida, Gang Kou, Andrzej Skowron, Jiannong Cao, Hakim Hacid, Ning Zhong
2013 J jnl
An improved statistical approach for consistency test in AHP.
Ann. Oper. Res.
Changsheng Lin, Gang Kou, Daji Ergu
2013 J jnl
High performance networked computing in media, services and information management.
J. Supercomput.
Gang Kou
2013 — conf
Modeling Maintenance Effect with Failure-Counting.
ITQM
Yu Zhou, Gang Kou, Daji Ergu
2013 — ed.
Proceedings of the First International Conference on Information Technology and Quantitative Management, ITQM 2013, Dushu Lake Hotel, Sushou, China, 16-18 May, 2013
ITQM
Yong Shi, Youmin Xi, Peter Wolcott, Yingjie Tian, Jianping Li, Daniel Berg, Zhengxin Chen, Enrique Herrera-Viedma, Gang Kou, Heeseok Lee, Yi Peng, Lean Yu
2013 J jnl
The analytic hierarchy process: task scheduling and resource allocation in cloud computing environment.
J. Supercomput.
Daji Ergu, Gang Kou, Yi Peng, Yong Shi, Yu Shi
2012 J jnl
A Conceptual Snapshot of the First Decade (2002-2011) of the International Journal of Information Technology & Decision Making.
Int. J. Inf. Technol. Decis. Mak.
Antonio Gabriel López-Herrera, Enrique Herrera-Viedma, Manuel J. Cobo, María Ángeles Martínez, Gang Kou, Yong Shi
2012 — conf
Credit Risk Evaluation by Improved MCDM Models.
BIFE
Wenshuai Wu, Gang Kou, Yi Peng
2012 J jnl
Data Consistency in Emergency Management.
Int. J. Comput. Commun. Control
Daji Ergu, Gang Kou, Yi Peng, Feixiong Li, Yong Shi
2012 J jnl
Data mining for software trustworthiness.
Inf. Sci.
Gang Kou, Yong Shi, Guozhu Dong
2012 J jnl
Evaluation of Classification Algorithms Using MCDM and Rank Correlation.
Int. J. Inf. Technol. Decis. Mak.
Gang Kou, Yanqun Lu, Yi Peng, Yong Shi
2012 Misc conf
Multicriteria Decision Making Approach for Cluster Validation.
ICCS
Yi Peng, Yong Zhang, Gang Kou, Jun Li, Yong Shi
2012 J jnl
Multiple factor hierarchical clustering algorithm for large scale web page and search engine clickstream data.
Ann. Oper. Res.
Gang Kou, Chunwei Lou
2012 J jnl
Questionnaire design improvement and missing item scores estimation for rapid and efficient decision making.
Ann. Oper. Res.
Daji Ergu, Gang Kou
2011 J jnl
A simple method to improve the consistency ratio of the pair-wise comparison matrix in ANP.
Eur. J. Oper. Res.
Daji Ergu, Gang Kou, Yi Peng, Yong Shi
2011 J jnl
An empirical study of classification algorithm evaluation for financial risk prediction.
Appl. Soft Comput.
Yi Peng, Guoxun Wang, Gang Kou, Yong Shi
2011 J jnl
Ensemble of Software Defect Predictors: an AHP-Based Evaluation Method.
Int. J. Inf. Technol. Decis. Mak.
Yi Peng, Gang Kou, Guoxun Wang, Wenshuai Wu, Yong Shi
2011 J jnl
Multiple criteria decision making and decision support systems - Guest editor's introduction.
Decis. Support Syst.
Gang Kou, Yong Shi, Shouyang Wang
2011 — book
Optimization Based Data Mining: Theory and Applications.
Yong Shi, Yingjie Tian, Gang Kou, Yi Peng, Jianping Li
2011 J jnl
Structural Model for Determining Enterprise Group's Integrated Lines of Credit.
Int. J. Inf. Technol. Decis. Mak.
Lin Chen, Zongfang Zhou, Yi Peng, Gang Kou
2010 C conf
A dynamic self-adoptive genetic algorithm for personal credit risk assessment.
ICIS
Xing Zhong, Yi Peng, Gang Kou
2010 C conf
A heterogeneous information integration framework for emergency management.
ICIS
Gang Kou, Chunwei Lou, Guoxun Wang, Yi Peng, Yu Tang, Shiming Li
2010 C conf
FMCDM: A fuzzy multi-criteria decision-making hybrid approach to evaluate the damage level of typhoon: Integration of fuzzy AHP and fuzzy TOPSIS.
ICIS
Yu Shi, Gang Kou, Youyuan Li, Guoxun Wang, Yi Peng, Yong Shi
2010 — conf
Predicting Credit Card Holder Churn in Banks of China Using Data Mining and MCDM.
Web Intelligence/IAT Workshops
Guoxun Wang, Liang Liu, Yi Peng, Guangli Nie, Gang Kou, Yong Shi
2010 C ed.
Proceedings of the 3rd International Conference on Information Sciences and Interaction Sciences (ICIS 2010), Chengdu, China, June 23-25, 2010
ICIS
Yi Peng, Gang Kou, Franz I. S. Ko, Yong Zeng, Kae-Dal Kwack
2009 — conf
A New Hierarchical Document Clustering Method.
NCM
Gang Kou, Yi Peng
2009 J jnl
Empirical Evaluation of Classifiers for Software Risk Management.
Int. J. Inf. Technol. Decis. Mak.
Yi Peng, Gang Kou, Guoxun Wang, Honggang Wang, Franz I. S. Ko
2009 — ed.
International Conference on Networked Computing and Advanced Information Management, NCM 2009, Fifth International Joint Conference on INC, IMS and IDC: INC 2009: International Conference on Networked Computing, IMS 2009: International Conference on Advanced Information Management and Service, IDC 2009: International Conference on Digital Content, Multimedia Technology and its Applications, Seoul, Korea, August 25-27, 2009
NCM
Jinhwa Kim, Dursun Delen, Jinsoo Park, Franz Ko, Chen Rui, Jong Hyung Lee, Jian Wang, Gang Kou
2009 — conf
Knowledge-Rich Data Mining in Financial Risk Detection.
ICCS (2)
Yi Peng, Gang Kou, Yong Shi
2009 — ch.
Multiple Criteria Optimization in Data Mining.
Encyclopedia of Data Warehousing and Mining
Gang Kou, Yi Peng, Yong Shi
2009 J jnl
Multiple criteria mathematical programming for multi-class classification and application in network intrusion detection.
Inf. Sci.
Gang Kou, Yi Peng, Zhengxin Chen, Yong Shi
2009 C ed.
Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, Culture and Human (ICIS 2009), Seoul, Korea, 24-26 November 2009
ICIS
Sungwon Sohn, Ling Chen, Soonwook Hwang, Kyungeun Cho, Shigeo Kawata, Kyhyun Um, Franz I. S. Ko, Kae-Dal Kwack, Jong Hyung Lee, Gang Kou, Kiyoshi Nakamura, Alvis Cheuk M. Fong, Patrick C. M. Ma
2008 — conf
A Comparative Study of Classification Methods in Financial Risk Detection.
NCM (2)
Yi Peng, Gang Kou
2008 J jnl
A Descriptive Framework for the Field of Data Mining and Knowledge Discovery.
Int. J. Inf. Technol. Decis. Mak.
Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen
2008 — conf
A Domain Knowledge-Driven Framework for Multi-Criteria Optimization-Based Data Mining Methods.
NCM (2)
Yi Peng, Gang Kou
2008 J jnl
A Multi-criteria Convex Quadratic Programming model for credit data analysis.
Decis. Support Syst.
Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen
2008 — conf
A Standard Process for Data Mining Based Software Debugging.
NCM (2)
Gang Kou, Yi Peng
2008 — ch.
Privacy-Preserving Data Mining for Medical Data: Application of Data Partition Methods.
Communications and Discoveries from Multidisciplinary Data
Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen
2007 Misc conf
Application of Classification Methods to Individual Disability Income Insurance Fraud Detection.
International Conference on Computational Science (3)
Yi Peng, Gang Kou, Alan Sabatka, Jeff Matza, Zhengxin Chen, Deepak Khazanchi, Yong Shi
2007 J jnl
Comparison study of two kernel-based learning algorithms for predicting the distance range between antibody interface residues and antigen surface.
Int. J. Comput. Math.
Yong Shi, Jia Wan, Xinyang Zhang, Gang Kou, Yi Peng, Yajun Guo
2007 — conf
Feature Selection for Nonlinear Kernel Support Vector Machines.
ICDM Workshops
Olvi L. Mangasarian, Gang Kou
2007 J jnl
Feature Selection via Least Squares Support Feature Machine.
Int. J. Inf. Technol. Decis. Mak.
Jianping Li, Zhenyu Chen, Liwei Wei, Weixuan Xu, Gang Kou
2007 J jnl
Privacy-Preserving Data Mining of Medical Data Using Data Separation-Based Techniques.
Data Sci. J.
Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen
2007 Misc conf
epsilon-Support Vector and Large-Scale Data Mining Problems.
International Conference on Computational Science (3)
Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen
2006 — conf
A Hybrid Strategy for Clustering Data Mining Documents.
ICDM Workshops
Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen
2006 Misc conf
A New Multi-criteria Convex Quadratic Programming Model for Credit Analysis.
International Conference on Computational Science (4)
Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen
2006 — conf
A Systemic Framework for the Field of Data Mining and Knowledge Discovery.
ICDM Workshops
Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen
2006 J jnl
Bankruptcy prediction for Japanese firms: using Multiple Criteria Linear Programming data mining approach.
Int. J. Bus. Intell. Data Min.
Wikil Kwak, Yong Shi, Susan W. Eldridge, Gang Kou
2006 — conf
E-Business Intelligence Via MCMP-Based Data Mining Methods.
WImBI
Yi Peng, Yong Shi, Xingsen Li, Zhengxin Chen, Gang Kou
2006 Misc conf
Multiclass Credit Cardholders' Behaviors Classification Methods.
International Conference on Computational Science (4)
Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen
2006 — conf
Network Intrusion Detection by Multi-group Mathematical Programming based Classifier.
ICDM Workshops
Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen
2005 J jnl
Classifying Credit Card Accounts for Business Intelligence and Decision Making: a Multiple-criteria Quadratic Programming Approach.
Int. J. Inf. Technol. Decis. Mak.
Yong Shi, Yi Peng, Gang Kou, Zhengxin Chen
2005 J jnl
Discovering Credit Cardholders' Behavior by Multiple Criteria Linear Programming.
Ann. Oper. Res.
Gang Kou, Yi Peng, Yong Shi, Morgan Wise, Weixuan Xu
2005 — conf
Document Clustering in Antimicrobial Peptides Research.
AMCIS
Yi Peng, Nian Yan, Gang Kou, Zhengxin Chen, Yong Shi
2005 Misc conf
Improving Clustering Analysis for Credit Card Accounts Classification.
International Conference on Computational Science (3)
Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen
2005 — conf
Using Optimization-Based Classification Method for Massive Datasets.
AMCIS
Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen
2004 — conf
A Multiple-Criteria Quadratic Programming Approach to Network Intrusion Detection.
CASDMKM
Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen, Xiaojun Chen
2004 J jnl
Classification of HIV-I-Mediated neuronal dendritic and synaptic damage using multiple criteria linear programming.
Neuroinformatics
Jialin Zheng, Wei Zhuang, Nian Yan, Gang Kou, Hui Peng, Clancy McNally, David Erichsen, Abby Cheloha, Shelley Herek, Chris Shi, Yong Shi
2004 Misc conf
Cross-Validation and Ensemble Analyses on Multiple-Criteria Linear Programming Classification for Credit Cardholder Behavior.
International Conference on Computational Science
Yi Peng, Gang Kou, Zhengxin Chen, Yong Shi
2003 Misc conf
A Set of Data Mining Models to Classify Credit Cardholder Behavior.
International Conference on Computational Science
Gang Kou, Yi Peng, Yong Shi, Weixuan Xu
2003 — conf
Classifications of Neural Dendritic and Synaptic Damage Resulting from HIV-1-associated Dementia: A Multiple Criteria Linear Programming Approach.
HICSS
Jialin Zheng, David Erichsen, Clancy Williams, Hui Peng, Gang Kou, Chris Shi, Yong Shi
2003 J jnl
Multiple criteria linear programming approach to data mining: Models, algorithm designs and software development.
Optim. Methods Softw.
Gang Kou, Xiantao Liu, Yi Peng, Yong Shi, Morgan Wise, Weixuan Xu