Gang Kou

Orcid: 0000-0002-9220-8647

According to our database1, Gang Kou authored at least 240 papers between 2003 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
Innovative solution suggestions for financing electric vehicle charging infrastructure investments with a novel artificial intelligence-based fuzzy decision-making modelling.
Artif. Intell. Rev., January, 2025

A simulation optimization approach for weight valuation in analytic hierarchy process.
Eur. J. Oper. Res., 2025

Consensus methods with Nash and Kalai-Smorodinsky bargaining game for large-scale group decision-making.
Eur. J. Oper. Res., 2025

2024
Z-number linguistic term set for multi-criteria group decision-making and its application in predicting the acceptance of academic papers.
Appl. Intell., November, 2024

Integrated approach for sustainable development and investment goals: analyzing environmental issues in European economies.
Ann. Oper. Res., November, 2024

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., October, 2024

Artificial intelligence-based expert weighted quantum picture fuzzy rough sets and recommendation system for metaverse investment decision-making priorities.
Artif. Intell. Rev., October, 2024

Optimal Inspection Policy for a Three-Stage System With Imperfect Inspection and Repair.
IEEE Trans. Reliab., September, 2024

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., July, 2024

Multi-round minimum cost consensus model with objectivity-fairness driven feedback mechanism.
Inf. Fusion, April, 2024

Consensus reaching process using personalized modification rules in large-scale group decision-making.
Inf. Fusion, March, 2024

Effect of three-stage cascade of opinion dynamics models in coupled networks.
Neurocomputing, March, 2024

An integrated fuzzy multi-measurement decision-making model for selecting optimization techniques of semiconductor materials.
Expert Syst. Appl., March, 2024

Combining intra-risk and contagion risk for enterprise bankruptcy prediction using graph neural networks.
Inf. Sci., February, 2024

Perception and expression-based dual expert decision-making approach to information sciences with integrated quantum fuzzy modelling for renewable energy project selection.
Inf. Sci., February, 2024

Role-aware random walk for network embedding.
Inf. Sci., January, 2024

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., January, 2024

Imputed Expert Decision Recommendation System for QFD-based Omnichannel Strategy Selection for Financial Services.
Int. J. Inf. Technol. Decis. Mak., January, 2024

Evaluation of Multidimensional Carbon Neutrality Policies in Transportation Using a Novel Quantum Picture Fuzzy Rough Modeling.
IEEE Trans. Engineering Management, 2024

Large-scale consensus with dynamic trust and optimal reference in social network under incomplete probabilistic linguistic circumstance.
Inf. Sci., 2024

Consistency improvement and local consensus adjustment for probabilistic linguistic preference relations considering personalized individual semantics.
Inf. Sci., 2024

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., 2024

Advancing robust regression: Addressing asymmetric noise with the BLINEX loss function.
Inf. Fusion, 2024

Discrete opinion dynamics in social networks with stubborn agents and limited information.
Inf. Fusion, 2024

Explainable Artificial Intelligence Multimodal of Autism Triage Levels Using Fuzzy Approach-Based Multi-criteria Decision-Making and LIME.
Int. J. Fuzzy Syst., 2024

A novel interval rough model for optimizing road network performance and safety.
Expert Syst. Appl., 2024

Melody Is All You Need For Music Generation.
CoRR, 2024

Graph Dimension Attention Networks for Enterprise Credit Assessment.
CoRR, 2024

Towards Optimal Customized Architecture for Heterogeneous Federated Learning with Contrastive Cloud-Edge Model Decoupling.
CoRR, 2024

Continual three-way decisions via knowledge transfer.
Appl. Soft Comput., 2024

An integrated quantum picture fuzzy rough sets with golden cuts for evaluating carbon footprint-based investment decision policies of sustainable industries.
Appl. Soft Comput., 2024

Quantum fuzzy decision-making for analyzing the service progress life cycle of renewable energy innovation investments.
Appl. Soft Comput., 2024

Representation Learning of Temporal Graphs with Structural Roles.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023
Adoption of energy consumption in urban mobility considering digital carbon footprint: A two-phase interval-valued Fermatean fuzzy dominance methodology.
Eng. Appl. Artif. Intell., November, 2023

An efficient simulation procedure for the expected opportunity cost using metamodels.
Autom., November, 2023

A facial expression and expert recommendation fuzzy decision-making approach for sustainable business investments within the metaverse world.
Appl. Soft Comput., November, 2023

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., October, 2023

Optimal Inspection Policy for a Three-Stage System Considering the Production Wait Time.
IEEE Trans. Reliab., September, 2023

Learning Bi-Typed Multi-Relational Heterogeneous Graph Via Dual Hierarchical Attention Networks.
IEEE Trans. Knowl. Data Eng., September, 2023

Lexicon annotation in sentiment analysis for dialectal Arabic: Systematic review of current trends and future directions.
Inf. Process. Manag., September, 2023

A consensus model under framework of prospect theory with acceptable adjustment and endo-confidence.
Inf. Fusion, September, 2023

Stock Movement Prediction Based on Bi-Typed Hybrid-Relational Market Knowledge Graph via Dual Attention Networks.
IEEE Trans. Knowl. Data Eng., August, 2023

Provincial energy and environmental efficiency analysis of Chinese transportation industry with the fixed-sum carbon emission constraint.
Comput. Ind. Eng., August, 2023

A three-way consensus model with regret theory under the framework of probabilistic linguistic term sets.
Inf. Fusion, July, 2023

Separation or integration: The game between retailers with online and offline channels.
Eur. J. Oper. Res., June, 2023

Minimum Cost Consensus Models Measuring Moderator's Preference on Consensus Levels.
IEEE Trans. Syst. Man Cybern. Syst., May, 2023

Consensus Reaching in Group Decision Making With Linear Uncertain Preferences and Asymmetric Costs.
IEEE Trans. Syst. Man Cybern. Syst., May, 2023

A new representation learning approach for credit data analysis.
Inf. Sci., May, 2023

Optimal Inspection Policy for a Single-Unit System Considering Two Failure Modes and Production Wait Time.
IEEE Trans. Reliab., March, 2023

Reliability of a Distributed Data Storage System Considering the External Impacts.
IEEE Trans. Reliab., March, 2023

Intelligent Emotion and Sensory Remote Prioritisation for Patients with Multiple Chronic Diseases.
Sensors, February, 2023

A Look at the Focus on Big Data for Information Technology and Decision Making During 1994 to 2020.
Int. J. Inf. Technol. Decis. Mak., January, 2023

Region-based demand forecasting in bike-sharing systems using a multiple spatiotemporal fusion neural network.
Soft Comput., 2023

Availability analysis of shared bikes using abnormal trip data.
Reliab. Eng. Syst. Saf., 2023

Z-number-valued rule-based decision trees.
Inf. Sci., 2023

A regret-theory-based three-way decision method with a priori probability tolerance dominance relation in fuzzy incomplete information systems.
Inf. Fusion, 2023

Robust multi-view learning with the bounded LINEX loss.
Neurocomputing, 2023

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., 2023

Attribute and Structure Preserving Graph Contrastive Learning.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
An Iterative Algorithm to Derive Priority From Large-Scale Sparse Pairwise Comparison Matrix.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Heterogeneous Large-Scale Group Decision Making Using Fuzzy Cluster Analysis and Its Application to Emergency Response Plan Selection.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Reliability of a Distributed Computing System With Performance Sharing.
IEEE Trans. Reliab., 2022

Consensus Reaching With Minimum Cost of Informed Individuals and Time Constraints in Large-Scale Group Decision-Making.
IEEE Trans. Fuzzy Syst., 2022

Bounded Confidence Evolution of Opinions and Actions in Social Networks.
IEEE Trans. Cybern., 2022

Solving Periodic Investment Portfolio Selection Problems by a Data-Assisted Multiobjective Evolutionary Approach.
IEEE Trans. Cybern., 2022

An Integrated Cluster Detection, Optimization, and Interpretation Approach for Financial Data.
IEEE Trans. Cybern., 2022

Reliability modeling and configuration optimization of a photovoltaic based electric power generation system.
Reliab. Eng. Syst. Saf., 2022

Preventive maintenance for heterogeneous parallel systems with two failure modes.
Reliab. Eng. Syst. Saf., 2022

Large-scale peer-to-peer loan consensus based on minimum cost consensus.
J. Oper. Res. Soc., 2022

Type α and type γ consensus for multi-stage emergency group decision making based on mining consensus sequences.
J. Oper. Res. Soc., 2022

Allocating a fixed cost across decision-making units with undesirable outputs: A bargaining game approach.
J. Oper. Res. Soc., 2022

A group decision making approach for supplier selection with multi-period fuzzy information and opinion interaction among decision makers.
J. Oper. Res. Soc., 2022

The interaction of multiple information on multiplex social networks.
Inf. Sci., 2022

An endo-confidence-based consensus with hierarchical clustering and automatic feedback in multi-attribute large-scale group decision-making.
Inf. Sci., 2022

An efficiency curve for evaluating imbalanced classifiers considering intrinsic data characteristics: Experimental analysis.
Inf. Sci., 2022

Travel preference of bicycle-sharing users: A multi-granularity sequential pattern mining approach.
Int. J. Comput. Commun. Control, 2022

Determining closest targets on the extended facet production possibility set in data envelopment analysis: Modeling and computational aspects.
Eur. J. Oper. Res., 2022

Consensus reaching process in large-scale group decision making based on bounded confidence and social network.
Eur. J. Oper. Res., 2022

Bankruptcy Prediction via Mixing Intra-Risk and Spillover-Risk.
CoRR, 2022

Stock Movement Prediction Based on Bi-typed Hybrid-relational Market Knowledge Graph via Dual Attention Networks.
CoRR, 2022

Fuzzy multi-attribute information fusion approach for finance investment selection with the expert reliability.
Appl. Soft Comput., 2022

Aggregation of the nearest consistency matrices with the acceptable consensus in AHP-GDM.
Ann. Oper. Res., 2022

How to determine the consensus threshold in group decision making: a method based on efficiency benchmark using benefit and cost insight.
Ann. Oper. Res., 2022

The Power of Leadership Artistry.
Proceedings of the 9th International Conference on Information Technology and Quantitative Management, 2022

Role-based Multiplex Network Embedding.
Proceedings of the International Conference on Machine Learning, 2022

2021
Reliability modeling and optimization of a two-dimensional sliding window system.
Reliab. Eng. Syst. Saf., 2021

How to identify early defaults in online lending: A cost-sensitive multi-layer learning framework.
Knowl. Based Syst., 2021

Multi-class misclassification cost matrix for credit ratings in peer-to-peer lending.
J. Oper. Res. Soc., 2021

Allocating a fixed cost across decision making units with explicitly considering efficiency rankings.
J. Oper. Res. Soc., 2021

Estimating priorities from relative deviations in pairwise comparison matrices.
Inf. Sci., 2021

Coupling loss and self-used privileged information guided multi-view transfer learning.
Inf. Sci., 2021

Using argumentation in expert's debate to analyze multi-criteria group decision making method results.
Inf. Sci., 2021

A fast diagonal distance metric learning approach for large-scale datasets.
Inf. Sci., 2021

An efficient consensus reaching framework for large-scale social network group decision making and its application in urban resettlement.
Inf. Sci., 2021

Distributed linguistic representations in decision making: Taxonomy, key elements and applications, and challenges in data science and explainable artificial intelligence.
Inf. Fusion, 2021

Multi-attribute group decision making with opinion dynamics based on social trust network.
Inf. Fusion, 2021

Influence identification of opinion leaders in social networks: an agent-based simulation on competing advertisements.
Inf. Fusion, 2021

Analysis of Collaboration Evolution in AHP Research: 1982-2018.
Int. J. Inf. Technol. Decis. Mak., 2021

Interval type 2 trapezoidal-fuzzy weighted with zero inconsistency combined with VIKOR for evaluating smart e-tourism applications.
Int. J. Intell. Syst., 2021

Large-scale group decision-making with non-cooperative behaviors and heterogeneous preferences: An application in financial inclusion.
Eur. J. Oper. Res., 2021

Bankruptcy prediction for SMEs using transactional data and two-stage multiobjective feature selection.
Decis. Support Syst., 2021

Dual Hierarchical Attention Networks for Bi-typed Heterogeneous Graph Learning.
CoRR, 2021

Optimal computing budget allocation for the vector evaluated genetic algorithm in multi-objective simulation optimization.
Autom., 2021

A two-stage ranking method to minimize ordinal violation for pairwise comparisons.
Appl. Soft Comput., 2021

Development of TODIM with different types of fuzzy sets: A state-of the-art survey.
Appl. Soft Comput., 2021

A new deep learning ensemble credit risk evaluation model with an improved synthetic minority oversampling technique.
Appl. Soft Comput., 2021

A heuristic method to rank the alternatives in the AHP synthesis.
Appl. Soft Comput., 2021

A geometrical method for consensus building in GDM with incomplete heterogeneous preference information.
Appl. Soft Comput., 2021

A linguistic multi-criteria decision making methodology for the evaluation of tourist services considering customer opinion value.
Appl. Soft Comput., 2021

Data envelopment analysis cross efficiency evaluation with reciprocal behaviors.
Ann. Oper. Res., 2021

Consensus reaching process in large-scale group decision making based on opinion leaders.
Proceedings of the 8th International Conference on Information Technology and Quantitative Management, 2021

2020
Classifying With Adaptive Hyper-Spheres: An Incremental Classifier Based on Competitive Learning.
IEEE Trans. Syst. Man Cybern. Syst., 2020

Sequential imperfect preventive maintenance model with failure intensity reduction with an application to urban buses.
Reliab. Eng. Syst. Saf., 2020

Optimal resource allocation for defending <i>k</i>-out-of-<i>n</i> systems against sequential intentional and unintentional impacts.
Reliab. Eng. Syst. Saf., 2020

Defending a series system with individual protection, overarching protection, and disinformation.
Reliab. Eng. Syst. Saf., 2020

Time-dependent vehicle routing problem with time windows of city logistics with a congestion avoidance approach.
Knowl. Based Syst., 2020

Improving malicious URLs detection via feature engineering: Linear and nonlinear space transformation methods.
Inf. Syst., 2020

Effect of marketing messages and consumer engagement on economic performance: evidence from Weibo.
Internet Res., 2020

An overview on feedback mechanisms with minimum adjustment or cost in consensus reaching in group decision making: Research paradigms and challenges.
Inf. Fusion, 2020

Opinion dynamics model based on the cognitive dissonance: An agent-based simulation.
Inf. Fusion, 2020

Three-stage reject inference learning framework for credit scoring using unsupervised transfer learning and three-way decision theory.
Decis. Support Syst., 2020

Impact of the Strategic Role of IT on Explorative and Exploitative Innovation Activities: The Role of Environmental Uncertainty.
Decis. Sci., 2020

Predicting Hourly Demand in Station-free Bike-sharing Systems with Video-level Data.
CoRR, 2020

Optimizing Long-Term Bank Financial Products Portfolio Problems with a Multiobjective Evolutionary Approach.
Complex., 2020

Decision-Making Support for the Evaluation of Clustering Algorithms Based on MCDM.
Complex., 2020

An Eco-Inefficiency Dominance Probability Approach for Chinese Banking Operations Based on Data Envelopment Analysis.
Complex., 2020

Evaluation of feature selection methods for text classification with small datasets using multiple criteria decision-making methods.
Appl. Soft Comput., 2020

2019
Impact of Social Network Structures on Uncertain Opinion Formation.
IEEE Trans. Comput. Soc. Syst., 2019

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., 2019

Carrying out consensual Group Decision Making processes under social networks using sentiment analysis over comparative expressions.
Knowl. Based Syst., 2019

A review on trust propagation and opinion dynamics in social networks and group decision making frameworks.
Inf. Sci., 2019

Coupling privileged kernel method for multi-view learning.
Inf. Sci., 2019

An automatic procedure to create fuzzy ontologies from users' opinions using sentiment analysis procedures and multi-granular fuzzy linguistic modelling methods.
Inf. Sci., 2019

Are incomplete and self-confident preference relations better in multicriteria decision making? A simulation-based investigation.
Inf. Sci., 2019

Dealing with incomplete information in linguistic group decision making by means of Interval Type-2 Fuzzy Sets.
Int. J. Intell. Syst., 2019

Soft consensus cost models for group decision making and economic interpretations.
Eur. J. Oper. Res., 2019

Learning Spatiotemporal Features of Ride-sourcing Services with Fusion Convolutional Network.
CoRR, 2019

Trade-off between maintenance and protection for multi-state performance sharing systems with transmission loss.
Comput. Ind. Eng., 2019

Bankruptcy Forecasting for Small and Medium-Sized Enterprises Using Cash Flow Data.
Proceedings of the Data Science - 6th International Conference, 2019

Organizing Internet opinions to improve their usefulness using Fuzzy Ontologies and sentiment analysis.
Proceedings of the 6th International Conference on Control, 2019

2018
A Group Decision Making Model for Integrating Heterogeneous Information.
IEEE Trans. Syst. Man Cybern. Syst., 2018

Improved multi-view privileged support vector machine.
Neural Networks, 2018

Guest Editorial: Intelligent Decision Making and Consensus Under Uncertainty in Inconsistent and Dynamic Environments.
Knowl. Based Syst., 2018

Consensus reaching in social network group decision making: Research paradigms and challenges.
Knowl. Based Syst., 2018

A consensus facilitation model based on experts' weights for investment strategy selection.
J. Oper. Res. Soc., 2018

A linear programming model to reduce rank violations while eliciting preference from pairwise comparison matrix.
J. Oper. Res. Soc., 2018

Understanding influence power of opinion leaders in e-commerce networks: An opinion dynamics theory perspective.
Inf. Sci., 2018

Analysing discussions in social networks using group decision making methods and sentiment analysis.
Inf. Sci., 2018

The impact of perceived online service quality on swift guanxi: Implications for customer repurchase intention.
Internet Res., 2018

A survey on the fusion process in opinion dynamics.
Inf. Fusion, 2018

In Memoriam Siwei Cheng and the First International "Siwei Cheng Award" for Venture Capital Research.
Int. J. Inf. Technol. Decis. Mak., 2018

In Memoriam of Thomas Saaty.
Int. J. Inf. Technol. Decis. Mak., 2018

Jie Ke versus AlphaGo: A ranking approach using decision making method for large-scale data with incomplete information.
Eur. J. Oper. Res., 2018

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., 2018

Managing Multi-Criteria Group Decision Making Environments with High Number of Alternatives Using Fuzzy Ontologies.
Proceedings of the New Trends in Intelligent Software Methodologies, Tools and Techniques, 2018

2017
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., 2017

Improving strategic flexibility with information technologies: insights for firm performance in an emerging economy.
J. Inf. Technol., 2017

A Similarity Measure-based Optimization Model for Group Decision Making with Multiplicative and Fuzzy Preference Relations.
Int. J. Comput. Commun. Control, 2017

Comonotonic approximation to periodic investment problems under stochastic drift.
Eur. J. Oper. Res., 2017

Nonlinear manifold learning for early warnings in financial markets.
Eur. J. Oper. Res., 2017

2016
Modelling influence in group decision making.
Soft Comput., 2016

Minimum Mean Square Error Estimators for the Exponential SSALT Model.
Informatica, 2016

Bounded confidence opinion dynamics with opinion leaders and environmental noises.
Comput. Oper. Res., 2016

2015
Analysing Operating Data to Measure the Maintenance Performance<sup>*</sup>.
Qual. Reliab. Eng. Int., 2015

Multi-attribute decision making with generalized fuzzy numbers.
J. Oper. Res. Soc., 2015

An Application of Latent Semantic Analysis for Text Categorization.
Int. J. Comput. Commun. Control, 2015

IT capabilities and product innovation performance: The roles of corporate entrepreneurship and competitive intensity.
Inf. Manag., 2015

Visualizing market structure through online product reviews: Integrate topic modeling, TOPSIS, and multi-dimensional scaling approaches.
Electron. Commer. Res. Appl., 2015

Bayesian revision of the individual pair-wise comparison matrices under consensus in AHP-GDM.
Appl. Soft Comput., 2015

Intelligent knowledge management in operations research.
Ann. Oper. Res., 2015

Bridging the gap between missing and inconsistent values in eliciting preference from pairwise comparison matrices.
Ann. Oper. Res., 2015

2014
Further Discussions on Induced Bias Matrix Model for the Pair-Wise Comparison Matrix.
J. Optim. Theory Appl., 2014

A statistical approach to measure the consistency level of the pairwise comparison matrix.
J. Oper. Res. Soc., 2014

Evaluation of clustering algorithms for financial risk analysis using MCDM methods.
Inf. Sci., 2014

A Modular-Based Supplier Evaluation Framework: A Comprehensive Data Analysis of ANP Structure.
Int. J. Inf. Technol. Decis. Mak., 2014

Simulation Experiments for Improving the Consistency Ratio of Reciprocal Matrices.
Int. J. Comput. Commun. Control, 2014

A cosine maximization method for the priority vector derivation in AHP.
Eur. J. Oper. Res., 2014

Enhancing data consistency in decision matrix: Adapting Hadamard model to mitigate judgment contradiction.
Eur. J. Oper. Res., 2014

A kernel entropy manifold learning approach for financial data analysis.
Decis. Support Syst., 2014

An integrated expert system for fast disaster assessment.
Comput. Oper. Res., 2014

Analytic network process in risk assessment and decision analysis.
Comput. Oper. Res., 2014

Multi-criteria decision analysis for emergency medical service assessment.
Ann. Oper. Res., 2014

Manifold Learning-Based phase Space Reconstruction for Financial Time Series.
Proceedings of the 18th Pacific Asia Conference on Information Systems, 2014

2013
High performance networked computing in media, services and information management.
J. Supercomput., 2013

The analytic hierarchy process: task scheduling and resource allocation in cloud computing environment.
J. Supercomput., 2013

An improved statistical approach for consistency test in AHP.
Ann. Oper. Res., 2013

Modeling Maintenance Effect with Failure-Counting.
Proceedings of the First International Conference on Information Technology and Quantitative Management, 2013

2012
Multicriteria Decision Making Approach for Cluster Validation.
Proceedings of the International Conference on Computational Science, 2012

Data mining for software trustworthiness.
Inf. Sci., 2012

A Conceptual Snapshot of the First Decade (2002-2011) of the International Journal of Information Technology & Decision Making.
Int. J. Inf. Technol. Decis. Mak., 2012

Evaluation of Classification Algorithms Using MCDM and Rank Correlation.
Int. J. Inf. Technol. Decis. Mak., 2012

Data Consistency in Emergency Management.
Int. J. Comput. Commun. Control, 2012

Multiple factor hierarchical clustering algorithm for large scale web page and search engine clickstream data.
Ann. Oper. Res., 2012

Questionnaire design improvement and missing item scores estimation for rapid and efficient decision making.
Ann. Oper. Res., 2012

Credit Risk Evaluation by Improved MCDM Models.
Proceedings of the Fifth International Conference on Business Intelligence and Financial Engineering, 2012

2011
Optimization Based Data Mining: Theory and Applications.
Advanced Information and Knowledge Processing, Springer, ISBN: 978-0-85729-504-0, 2011

Ensemble of Software Defect Predictors: an AHP-Based Evaluation Method.
Int. J. Inf. Technol. Decis. Mak., 2011

Structural Model for Determining Enterprise Group's Integrated Lines of Credit.
Int. J. Inf. Technol. Decis. Mak., 2011

A simple method to improve the consistency ratio of the pair-wise comparison matrix in ANP.
Eur. J. Oper. Res., 2011

Multiple criteria decision making and decision support systems - Guest editor's introduction.
Decis. Support Syst., 2011

An empirical study of classification algorithm evaluation for financial risk prediction.
Appl. Soft Comput., 2011

2010
A dynamic self-adoptive genetic algorithm for personal credit risk assessment.
Proceedings of the 3rd International Conference on Information Sciences and Interaction Sciences (ICIS 2010), 2010

FMCDM: A fuzzy multi-criteria decision-making hybrid approach to evaluate the damage level of typhoon: Integration of fuzzy AHP and fuzzy TOPSIS.
Proceedings of the 3rd International Conference on Information Sciences and Interaction Sciences (ICIS 2010), 2010

A heterogeneous information integration framework for emergency management.
Proceedings of the 3rd International Conference on Information Sciences and Interaction Sciences (ICIS 2010), 2010

Predicting Credit Card Holder Churn in Banks of China Using Data Mining and MCDM.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology - Workshops, Toronto, Canada, August 31, 2010

2009
Multiple Criteria Optimization in Data Mining.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Multiple criteria mathematical programming for multi-class classification and application in network intrusion detection.
Inf. Sci., 2009

Empirical Evaluation of Classifiers for Software Risk Management.
Int. J. Inf. Technol. Decis. Mak., 2009

A New Hierarchical Document Clustering Method.
Proceedings of the International Conference on Networked Computing and Advanced Information Management, 2009

Knowledge-Rich Data Mining in Financial Risk Detection.
Proceedings of the Computational Science, 2009

2008
Privacy-Preserving Data Mining for Medical Data: Application of Data Partition Methods.
Proceedings of the Communications and Discoveries from Multidisciplinary Data, 2008

A Descriptive Framework for the Field of Data Mining and Knowledge Discovery.
Int. J. Inf. Technol. Decis. Mak., 2008

A Multi-criteria Convex Quadratic Programming model for credit data analysis.
Decis. Support Syst., 2008

A Domain Knowledge-Driven Framework for Multi-Criteria Optimization-Based Data Mining Methods.
Proceedings of the NCM 2008, The Fourth International Conference on Networked Computing and Advanced Information Management, Gyeongju, Korea, September 2-4, 2008, 2008

A Comparative Study of Classification Methods in Financial Risk Detection.
Proceedings of the NCM 2008, The Fourth International Conference on Networked Computing and Advanced Information Management, Gyeongju, Korea, September 2-4, 2008, 2008

A Standard Process for Data Mining Based Software Debugging.
Proceedings of the NCM 2008, The Fourth International Conference on Networked Computing and Advanced Information Management, Gyeongju, Korea, September 2-4, 2008, 2008

2007
Feature Selection via Least Squares Support Feature Machine.
Int. J. Inf. Technol. Decis. Mak., 2007

Comparison study of two kernel-based learning algorithms for predicting the distance range between antibody interface residues and antigen surface.
Int. J. Comput. Math., 2007

Privacy-Preserving Data Mining of Medical Data Using Data Separation-Based Techniques.
Data Sci. J., 2007

Feature Selection for Nonlinear Kernel Support Vector Machines.
Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Application of Classification Methods to Individual Disability Income Insurance Fraud Detection.
Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

epsilon-Support Vector and Large-Scale Data Mining Problems.
Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

2006
Bankruptcy prediction for Japanese firms: using Multiple Criteria Linear Programming data mining approach.
Int. J. Bus. Intell. Data Min., 2006

E-Business Intelligence Via MCMP-Based Data Mining Methods.
Proceedings of the Web Intelligence Meets Brain Informatics, 2006

A Hybrid Strategy for Clustering Data Mining Documents.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

A Systemic Framework for the Field of Data Mining and Knowledge Discovery.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Network Intrusion Detection by Multi-group Mathematical Programming based Classifier.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Multiclass Credit Cardholders' Behaviors Classification Methods.
Proceedings of the Computational Science, 2006

A New Multi-criteria Convex Quadratic Programming Model for Credit Analysis.
Proceedings of the Computational Science, 2006

2005
Classifying Credit Card Accounts for Business Intelligence and Decision Making: a Multiple-criteria Quadratic Programming Approach.
Int. J. Inf. Technol. Decis. Mak., 2005

Discovering Credit Cardholders' Behavior by Multiple Criteria Linear Programming.
Ann. Oper. Res., 2005

Improving Clustering Analysis for Credit Card Accounts Classification.
Proceedings of the Computational Science, 2005

Document Clustering in Antimicrobial Peptides Research.
Proceedings of the A Conference on a Human Scale. 11th Americas Conference on Information Systems, 2005

Using Optimization-Based Classification Method for Massive Datasets.
Proceedings of the A Conference on a Human Scale. 11th Americas Conference on Information Systems, 2005

2004
Classification of HIV-I-Mediated neuronal dendritic and synaptic damage using multiple criteria linear programming.
Neuroinformatics, 2004

Cross-Validation and Ensemble Analyses on Multiple-Criteria Linear Programming Classification for Credit Cardholder Behavior.
Proceedings of the Computational Science, 2004

A Multiple-Criteria Quadratic Programming Approach to Network Intrusion Detection.
Proceedings of the Data Mining and Knowledge Management, 2004

2003
Multiple criteria linear programming approach to data mining: Models, algorithm designs and software development.
Optim. Methods Softw., 2003

A Set of Data Mining Models to Classify Credit Cardholder Behavior.
Proceedings of the Computational Science - ICCS 2003, 2003

Classifications of Neural Dendritic and Synaptic Damage Resulting from HIV-1-associated Dementia: A Multiple Criteria Linear Programming Approach.
Proceedings of the 36th Hawaii International Conference on System Sciences (HICSS-36 2003), 2003


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