Jie Lu

According to our database1, Jie Lu authored at least 348 papers between 2003 and 2019.

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Bibliography

2019
Hierarchy Visualization for Group Recommender Systems.
IEEE Trans. Systems, Man, and Cybernetics: Systems, 2019

Deep Additive Least Squares Support Vector Machines for Classification With Model Transfer.
IEEE Trans. Systems, Man, and Cybernetics: Systems, 2019

A Cross-Domain Recommender System With Kernel-Induced Knowledge Transfer for Overlapping Entities.
IEEE Trans. Neural Netw. Learning Syst., 2019

Fuzzy Rule-Based Domain Adaptation in Homogeneous and Heterogeneous Spaces.
IEEE Trans. Fuzzy Systems, 2019

Fuzzy Transfer Learning Using an Infinite Gaussian Mixture Model and Active Learning.
IEEE Trans. Fuzzy Systems, 2019

Data-Driven Decision-Making (D3M): Framework, Methodology, and Directions.
IEEE Trans. Emerging Topics in Comput. Intellig., 2019

Regularizing Knowledge Transfer in Recommendation With Tag-Inferred Correlation.
IEEE Trans. Cybernetics, 2019

Cross-domain network representations.
Pattern Recognition, 2019

Multiobjective e-commerce recommendations based on hypergraph ranking.
Inf. Sci., 2019

TruGRC: Trust-Aware Group Recommendation with Virtual Coordinators.
Future Generation Comp. Syst., 2019

A Survey on Bayesian Nonparametric Learning.
ACM Comput. Surv., 2019

Cross-domain Network Representations.
CoRR, 2019

Open Set Domain Adaptation: Theoretical Bound and Algorithm.
CoRR, 2019

Butterfly: A Panacea for All Difficulties in Wildly Unsupervised Domain Adaptation.
CoRR, 2019

A Choquet Fuzzy Integral Vertical Bagging Classifier for Mobile Telematics Data Analysis.
CoRR, 2019

Cooperative hierarchical Dirichlet processes: Superposition vs. maximization.
Artif. Intell., 2019

Enhancing Fashion Recommendation with Visual Compatibility Relationship.
Proceedings of the World Wide Web Conference, 2019

Deep Uncertainty Quantification: A Machine Learning Approach for Weather Forecasting.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Cross-domain Recommendation with Semantic Correlation in Tagging Systems.
Proceedings of the International Joint Conference on Neural Networks, 2019

A Hybrid Incremental Regression Neural Network for Uncertain Data Streams.
Proceedings of the International Joint Conference on Neural Networks, 2019

RsyGAN: Generative Adversarial Network for Recommender Systems.
Proceedings of the International Joint Conference on Neural Networks, 2019

Unsupervised Domain Adaptation with Sphere Retracting Transformation.
Proceedings of the International Joint Conference on Neural Networks, 2019

Knowledge graph-based entity importance learning for multi-stream regression on Australian fuel price forecasting.
Proceedings of the International Joint Conference on Neural Networks, 2019

Fuzzy Transfer Learning in Heterogeneous Space Using Takagi-Sugeno Fuzzy Models.
Proceedings of the Fuzzy Techniques: Theory and Applications, 2019

2018
Opinion Dynamics-Based Group Recommender Systems.
IEEE Trans. Systems, Man, and Cybernetics: Systems, 2018

Doubly Nonparametric Sparse Nonnegative Matrix Factorization Based on Dependent Indian Buffet Processes.
IEEE Trans. Neural Netw. Learning Syst., 2018

Granular Fuzzy Regression Domain Adaptation in Takagi-Sugeno Fuzzy Models.
IEEE Trans. Fuzzy Systems, 2018

Two-Stage Fuzzy Multiple Kernel Learning Based on Hilbert-Schmidt Independence Criterion.
IEEE Trans. Fuzzy Systems, 2018

Unsupervised Heterogeneous Domain Adaptation via Shared Fuzzy Equivalence Relations.
IEEE Trans. Fuzzy Systems, 2018

Structural property-aware multilayer network embedding for latent factor analysis.
Pattern Recognition, 2018

Accumulating regional density dissimilarity for concept drift detection in data streams.
Pattern Recognition, 2018

Decision Support Systems with Uncertainties in Big Data Environments.
Knowl.-Based Syst., 2018

Fuzzy competence model drift detection for data-driven decision support systems.
Knowl.-Based Syst., 2018

Does deep learning help topic extraction? A kernel k-means clustering method with word embedding.
J. Informetrics, 2018

A reducibility method for the weak linear bilevel programming problems and a case study in principal-agent.
Inf. Sci., 2018

Bayesian Deep Reinforcement Learning via Deep Kernel Learning.
Int. J. Comput. Intell. Syst., 2018

Active Fuzzy Weighting Ensemble for Dealing with Concept Drift.
Int. J. Comput. Intell. Syst., 2018

Deep Uncertainty Learning: A Machine Learning Approach for Weather Forecasting.
CoRR, 2018

Cross-domain Recommendation with Consistent Knowledge Transfer by Subspace Alignment.
Proceedings of the Web Information Systems Engineering - WISE 2018, 2018

An Incremental Dual nu-Support Vector Regression Algorithm.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

A Framework of Transferring Structures Across Large-scale Information Networks.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Explore Uncertainty in Residual Networks for Crowds Flow Prediction.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Fuzzy Domain Adaptation Using Unlabeled Target Data.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

Cross-domain Recommendation with Probabilistic Knowledge Transfer.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

Deep Multi-task Learning for Air Quality Prediction.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

A Dual Neural Network Based On Confidence Intervals For Fuzzy Random Regression Problems.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

A Self-adaptive Fuzzy Network for Prediction in Non-stationary Environments.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

Unconstrained fuzzy feature fusion for heterogeneous unsupervised domain adaptation.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

Counterfactual Inference with Hidden Confounders Using Implicit Generative Models.
Proceedings of the AI 2018: Advances in Artificial Intelligence, 2018

Distributed Model Predictive Control of Linear Systems with Coupled Constraints Based on Collective Neurodynamic Optimization.
Proceedings of the AI 2018: Advances in Artificial Intelligence, 2018

Semantic Structure-Based Word Embedding by Incorporating Concept Convergence and Word Divergence.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Bayesian Nonparametric Relational Topic Model through Dependent Gamma Processes.
IEEE Trans. Knowl. Data Eng., 2017

Fuzzy Regression Transfer Learning in Takagi-Sugeno Fuzzy Models.
IEEE Trans. Fuzzy Systems, 2017

An Incremental Learning of Concept Drifts Using Evolving Type-2 Recurrent Fuzzy Neural Networks.
IEEE Trans. Fuzzy Systems, 2017

Guest Editorial Special Section on Fuzzy Systems in Data Science.
IEEE Trans. Fuzzy Systems, 2017

A Comparison of Bidding Strategies for Online Auctions Using Fuzzy Reasoning and Negotiation Decision Functions.
IEEE Trans. Fuzzy Systems, 2017

Multirelational Social Recommendations via Multigraph Ranking.
IEEE Trans. Cybernetics, 2017

An entropy-based indicator system for measuring the potential of patents in technological innovation: rejecting moderation.
Scientometrics, 2017

Requirement-oriented core technological components' identification based on SAO analysis.
Scientometrics, 2017

A Bayesian nonparametric model for multi-label learning.
Machine Learning, 2017

Detecting and predicting the topic change of Knowledge-based Systems: A topic-based bibliometric analysis from 1991 to 2016.
Knowl.-Based Syst., 2017

Scientific evolutionary pathways: Identifying and visualizing relationships for scientific topics.
JASIST, 2017

Explicitly and implicitly exploiting the hierarchical structure for mining website interests on news events.
Inf. Sci., 2017

Tri-level decision-making for decentralized vendor-managed inventory.
Inf. Sci., 2017

A cross-domain recommender system with consistent information transfer.
Decision Support Systems, 2017

Cooperative Hierarchical Dirichlet Processes: Superposition vs. Maximization.
CoRR, 2017

Heterogeneous Unsupervised Cross-domain Transfer Learning.
CoRR, 2017

A Multi-Objective Load Balancing System for Cloud Environments.
Comput. J., 2017

Mixed Similarity Diffusion for Recommendation on Bipartite Networks.
IEEE Access, 2017

Learning a fuzzy decision tree from uncertain data.
Proceedings of the 12th International Conference on Intelligent Systems and Knowledge Engineering, 2017

Fast concept drift detection using singular vector decomposition.
Proceedings of the 12th International Conference on Intelligent Systems and Knowledge Engineering, 2017

Applying dynamic Bayesian tree in property sales price estimation.
Proceedings of the 12th International Conference on Intelligent Systems and Knowledge Engineering, 2017

Tri-level multi-follower decision-making in a partial-cooperative situation.
Proceedings of the 12th International Conference on Intelligent Systems and Knowledge Engineering, 2017

Concept drift region identification via competence-based discrepancy distribution estimation.
Proceedings of the 12th International Conference on Intelligent Systems and Knowledge Engineering, 2017

First-order causal process for causal modelling with instantaneous and cross-temporal relations.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

An output-based knowledge transfer approach and its application in bladder cancer prediction.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

A randomized neural network for data streams.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Regional Concept Drift Detection and Density Synchronized Drift Adaptation.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Fuzzy rule-based transfer learning for label space adaptation.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Detecting overlapping protein complexes in dynamic protein-protein interaction networks by developing a fuzzy clustering algorithm.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

A fuzzy kernel c-means clustering model for handling concept drift in regression.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Fuzzy time windowing for gradual concept drift adaptation.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Heterogeneous unsupervised domain adaptation based on fuzzy feature fusion.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Enhanced word embedding similarity measures using fuzzy rules for query expansion.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

2016
Uncertainty Analysis for the Keyword System of Web Events.
IEEE Trans. Systems, Man, and Cybernetics: Systems, 2016

Measuring the Semantic Uncertainty of News Events for Evolution Potential Estimation.
ACM Trans. Inf. Syst., 2016

Evolving Type-2 Fuzzy Classifier.
IEEE Trans. Fuzzy Systems, 2016

A safety-critical decision support system evaluation using situation awareness and workload measures.
Rel. Eng. & Sys. Safety, 2016

A hybrid similarity measure method for patent portfolio analysis.
J. Informetrics, 2016

Pessimistic bilevel optimization model for risk-averse production-distribution planning.
Inf. Sci., 2016

Multilevel decision-making: A survey.
Inf. Sci., 2016

A solution to bi/tri-level programming problems using particle swarm optimization.
Inf. Sci., 2016

Scaffolding type-2 classifier for incremental learning under concept drifts.
Neurocomputing, 2016

An incremental meta-cognitive-based scaffolding fuzzy neural network.
Neurocomputing, 2016

A Humble Tribute to 50 Years of Fuzzy Sets.
Int. J. Comput. Intell. Syst., 2016

Fuzzy Bi-level Decision-Making Techniques: A Survey.
Int. J. Comput. Intell. Syst., 2016

Member contribution-based group recommender system.
Decision Support Systems, 2016

A concept drift-tolerant case-base editing technique.
Artif. Intell., 2016

Multi-instance graphical transfer clustering for traffic data learning.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Concept drift detection based on equal density estimation.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Fuzzy user-interest drift detection based recommender systems.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

A fast load pattern extraction approach based on dimension reduction and sampling.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

A motor imagery based brain-computer interface system via swarm-optimized fuzzy integral and its application.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

A multi-objective optimization model for virtual machine mapping in cloud data centres.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

Driving fatigue prediction with pre-event electroencephalography (EEG) via a recurrent fuzzy neural network.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

Enhancing cross domain recommendation with domain dependent tags.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

An Online Competence-Based Concept Drift Detection Algorithm.
Proceedings of the AI 2016: Advances in Artificial Intelligence, 2016

2015
Multi-Level Decision Making - Models, Methods and Applications
Intelligent Systems Reference Library 82, Springer, ISBN: 978-3-662-46059-7, 2015

Evolutionary algorithm-based multi-objective task scheduling optimization model in cloud environments.
World Wide Web, 2015

A Fuzzy Preference Tree-Based Recommender System for Personalized Business-to-Business E-Services.
IEEE Trans. Fuzzy Systems, 2015

A Fuzzy Tree Matching-Based Personalized E-Learning Recommender System.
IEEE Trans. Fuzzy Systems, 2015

Recurrent Classifier Based on an Incremental Metacognitive-Based Scaffolding Algorithm.
IEEE Trans. Fuzzy Systems, 2015

Guest Editorial Web-Based Intelligent Support Systems - Preface to the Special Section.
IEEE Trans. Fuzzy Systems, 2015

Multistep Fuzzy Bridged Refinement Domain Adaptation Algorithm and Its Application to Bank Failure Prediction.
IEEE Trans. Fuzzy Systems, 2015

Topic Model for Graph Mining.
IEEE Trans. Cybernetics, 2015

An abnormal situation modeling method to assist operators in safety-critical systems.
Rel. Eng. & Sys. Safety, 2015

A patent time series processing component for technology intelligence by trend identification functionality.
Neural Computing and Applications, 2015

Transfer learning using computational intelligence: A survey.
Knowl.-Based Syst., 2015

Sensitivity Level-Based Citizen Personal Information Model for Privacy Protection.
JSW, 2015

An effective recommender system by unifying user and item trust information for B2B applications.
J. Comput. Syst. Sci., 2015

Tri-level decision-making with multiple followers: Model, algorithm and case study.
Inf. Sci., 2015

Collaborative Filtering with Entropy-Driven User Similarity in Recommender Systems.
Int. J. Intell. Syst., 2015

Preface: Intelligent Techniques for Data Science.
Int. J. Intell. Syst., 2015

Recommender system application developments: A survey.
Decision Support Systems, 2015

A semantic enhanced hybrid recommendation approach: A case study of e-Government tourism service recommendation system.
Decision Support Systems, 2015

Nonparametric Relational Topic Models through Dependent Gamma Processes.
CoRR, 2015

Infinite Author Topic Model based on Mixed Gamma-Negative Binomial Process.
CoRR, 2015

Nonnegative Multi-level Network Factorization for Latent Factor Analysis.
CoRR, 2015

A new solution algorithm for solving rule-sets based bilevel decision problems.
Concurrency and Computation: Practice and Experience, 2015

A Novel Meta-Cognitive Extreme Learning Machine to Learning from Data Streams.
Proceedings of the 2015 IEEE International Conference on Systems, 2015

Transfer Learning in Hierarchical Feature Spaces.
Proceedings of the 10th International Conference on Intelligent Systems and Knowledge Engineering, 2015

A Framework of Hybrid Recommender System for Personalized Clinical Prescription.
Proceedings of the 10th International Conference on Intelligent Systems and Knowledge Engineering, 2015

Heterogeneous Feature Space Based Task Selection Machine for Unsupervised Transfer Learning.
Proceedings of the 10th International Conference on Intelligent Systems and Knowledge Engineering, 2015

A Compromise-Based Particle Swarm Optimization Algorithm for Solving Bi-Level Programming Problems with Fuzzy Parameters.
Proceedings of the 10th International Conference on Intelligent Systems and Knowledge Engineering, 2015

SEIR Immune Strategy for Instance Weighted Naive Bayes Classification.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Infinite Author Topic Model Based on Mixed Gamma-Negative Binomial Process.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Handling uncertainty in cloud resource management using fuzzy Bayesian networks.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

An incremental interval Type-2 neural fuzzy Classifier.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

A fuzzy content matching-based e-Commerce recommendation approach.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

A fuzzy approach for measuring development of topics in patents using Latent Dirichlet Allocation.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Feature Spaces-based Transfer Learning.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015

2014
Human-Centric Cognitive Decision Support System for Ill-Structured Problems.
Proceedings of the Human-Centric Decision-Making Models for Social Sciences, 2014

Personalised Property Investment Risk Analysis Model in the Real Estate Industry.
Proceedings of the Human-Centric Decision-Making Models for Social Sciences, 2014

Web-Page Recommendation Based on Web Usage and Domain Knowledge.
IEEE Trans. Knowl. Data Eng., 2014

A Customer Churn Prediction Model in Telecom Industry Using Boosting.
IEEE Trans. Industrial Informatics, 2014

Fuzzy Refinement Domain Adaptation for Long Term Prediction in Banking Ecosystem.
IEEE Trans. Industrial Informatics, 2014

A Situation Analysis Decision Support System Based on Dynamic Object Oriented Bayesian Networks.
JSW, 2014

An intelligent group decision-support system and its application for project performance evaluation.
J. Enterprise Inf. Management, 2014

Task-Based System Load Balancing in Cloud Computing Using Particle Swarm Optimization.
International Journal of Parallel Programming, 2014

An Intelligent System by fuzzy reliability Algorithm in Fault Tree Analysis for nuclear Power plant Probabilistic Safety Assessment.
International Journal of Computational Intelligence and Applications, 2014

Knowledge-based life event model for e-government service integration with illustrative examples.
Intelligent Decision Technologies, 2014

A fuzzy reliability assessment of basic events of fault trees through qualitative data processing.
Fuzzy Sets and Systems, 2014

An intelligent situation awareness support system for safety-critical environments.
Decision Support Systems, 2014

A three-level-similarity measuring method of participant opinions in multiple-criteria group decision supports.
Decision Support Systems, 2014

A bi-Level Decision Model for Customer Churn Analysis.
Computational Intelligence, 2014

Concept drift detection via competence models.
Artif. Intell., 2014

Paired Structures in Logical and Semiotic Models of Natural Language.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014

Extension of similarity measures in VSM: From orthogonal coordinate system to affine coordinate system.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Concept Drift Detection Based on Anomaly Analysis.
Proceedings of the Neural Information Processing - 21st International Conference, 2014

Model and Algorithm for Multi-follower Tri-level Hierarchical Decision-Making.
Proceedings of the Neural Information Processing - 21st International Conference, 2014

A novel evaluation approach for power distribution system planning based on linear programming model and ELECTRE III.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

A fuzzy tree matching-based personalised e-learning recommender system.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

A price prediction model for online auctions using fuzzy reasoning techniques.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

A recurrent meta-cognitive-based Scaffolding classifier from data streams.
Proceedings of the IEEE Symposium on Evolving and Autonomous Learning Systems, 2014

An extended bilevel programming model and its kth-best algorithm for dynamic decision making in emergency situations.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making, 2014

2013
A Situation Retrieval Model for Cognitive Decision Support in Digital Business Ecosystems.
IEEE Trans. Industrial Electronics, 2013

A hybrid fuzzy-based personalized recommender system for telecom products/services.
Inf. Sci., 2013

FACETS: A cognitive business intelligence system.
Inf. Syst., 2013

Incremental collaborative filtering based on Mahalanobis distance and fuzzy membership for recommender systems.
Int. J. General Systems, 2013

Fuzzy bridged Refinement Domain Adaptation: Long-Term Bank Failure Prediction.
International Journal of Computational Intelligence and Applications, 2013

Ontology-supported case-based reasoning approach for intelligent m-Government emergency response services.
Decision Support Systems, 2013

A Web-Based Personalized Business Partner Recommendation System using Fuzzy Semantic Techniques.
Computational Intelligence, 2013

A Fuzzy Tree Similarity Measure and Its Application in Telecom Product Recommendation.
Proceedings of the IEEE International Conference on Systems, 2013

A Time-Series-Based Technology Intelligence Framework by Trend Prediction Functionality.
Proceedings of the IEEE International Conference on Systems, 2013

A Hybrid Bayesian Network for Safety of Chemical Plants.
Proceedings of the 17th Pacific Asia Conference on Information Systems, 2013

Subject-Oriented Semantic Knowledge Warehouse (SSKW) to Support Cognitive DSS.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2013 Conferences, 2013

A fuzzy tree similarity based recommendation approach for telecom products.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

An online fuzzy Decision Support System for Resource Management in cloud environments.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

A hybrid model for migrating customer segmentation with missing attributes.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

Task Scheduling Optimization in Cloud Computing Applying Multi-Objective Particle Swarm Optimization.
Proceedings of the Service-Oriented Computing - 11th International Conference, 2013

An Enhanced Mental Model Elicitation Technique to Improve Mental Model Accuracy.
Proceedings of the Neural Information Processing - 20th International Conference, 2013

A fuzzy dynamic bayesian network-based situation assessment approach.
Proceedings of the FUZZ-IEEE 2013, 2013

Text categorization by fuzzy domain adaptation.
Proceedings of the FUZZ-IEEE 2013, 2013

A fuzzy tri-level decision making algorithm and its application in supply chain.
Proceedings of the 8th conference of the European Society for Fuzzy Logic and Technology, 2013

Mining Websites Preferences on Web Events in Big Data Environment.
Proceedings of the 16th IEEE International Conference on Computational Science and Engineering, 2013

Optimal Cloud Resource Auto-Scaling for Web Applications.
Proceedings of the 13th IEEE/ACM International Symposium on Cluster, 2013

In the Days since Da Passed Away: Our Best Adjunct Professor and Best Friend.
Proceedings of the A Tribute to Prof. Dr. Da Ruan, 2013

Keynotes, Tutorials and Panels in Conferences.
Proceedings of the A Tribute to Prof. Dr. Da Ruan, 2013

Guest Editor in Special Issues of Journals.
Proceedings of the A Tribute to Prof. Dr. Da Ruan, 2013

Publications.
Proceedings of the A Tribute to Prof. Dr. Da Ruan, 2013

Research Achievements.
Proceedings of the A Tribute to Prof. Dr. Da Ruan, 2013

Scientific Career.
Proceedings of the A Tribute to Prof. Dr. Da Ruan, 2013

Education.
Proceedings of the A Tribute to Prof. Dr. Da Ruan, 2013

Obituary in SCK Website: In Memoriam Da Ruan: http://www.sckcen.be/fr/Nouvelles/In-Memoriam-Da-Ruan.
Proceedings of the A Tribute to Prof. Dr. Da Ruan, 2013

Obituary: In Memoriam Prof. Dr. Da Ruan.
Proceedings of the A Tribute to Prof. Dr. Da Ruan, 2013

Chinese Memorial Plaque and Memoriam Book.
Proceedings of the A Tribute to Prof. Dr. Da Ruan, 2013

A Glimpse of the Flood of Emails after the Sad News Was Spread.
Proceedings of the A Tribute to Prof. Dr. Da Ruan, 2013

In Memoriam EUSFLAT Board Member Da Ruan: Obituary.
Proceedings of the A Tribute to Prof. Dr. Da Ruan, 2013

2012
A New Approach for Choosing the Most Appropriate Fuzzy Ranking Algorithm for Solving MADM Problems.
Proceedings of the Autonomous Systems: Developments and Trends, 2012

Multifollower Trilevel Decision Making Models and System.
IEEE Trans. Industrial Informatics, 2012

A Method for Multiple Periodic Factor Prediction Problems Using Complex Fuzzy Sets.
IEEE Trans. Fuzzy Systems, 2012

Investigation of sequential pattern mining techniques for web recommendation.
IJIDS, 2012

An Area defuzzification Technique to Assess nuclear Event Reliability Data from Failure Possibilities.
International Journal of Computational Intelligence and Applications, 2012

A trust-semantic fusion-based recommendation approach for e-business applications.
Decision Support Systems, 2012

A Fuzzy Group Decision Support System for Projects Evaluation.
Proceedings of the Advances on Computational Intelligence, 2012

An Extended Version of the Fuzzy Multicriteria Group Decision-Making Method in Evaluation Processes.
Proceedings of the Advances on Computational Intelligence, 2012

Price Forecasting Using Dynamic Assessment of Market Conditions and Agent's Bidding Behavior.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

A fuzzy dual expert system for managing situation awareness in a safety supervisory system.
Proceedings of the FUZZ-IEEE 2012, 2012

A Proficient and Dynamic Bidding Agent for Online Auctions.
Proceedings of the Agents and Data Mining Interaction - 8th International Workshop, 2012

2011
A Fuzzy Hierarchical Multiple Criteria Group Decision Support System - Decider - and Its Applications.
Proceedings of the Consensual Processes, 2011

Competitive Strategic Bidding Optimization in Electricity Markets Using Bilevel Programming and Swarm Technique.
IEEE Trans. Industrial Electronics, 2011

Theme-Based Comprehensive Evaluation in New Product Development Using Fuzzy Hierarchical Criteria Group Decision-Making Method.
IEEE Trans. Industrial Electronics, 2011

A Kernel Fuzzy c-Means Clustering-Based Fuzzy Support Vector Machine Algorithm for Classification Problems With Outliers or Noises.
IEEE Trans. Fuzzy Systems, 2011

A Hybrid Knowledge-based Risk Prediction Method Using Fuzzy Logic and CBR for Avian Influenza Early Warning.
Multiple-Valued Logic and Soft Computing, 2011

An information presentation method based on tree-like super entity component.
Journal of Systems and Software, 2011

Guest editorial: a special issue on optimization techniques for business intelligence systems.
J. Global Optimization, 2011

Particle swarm optimization for bi-level pricing problems in supply chains.
J. Global Optimization, 2011

A hybrid trust-enhanced collaborative filtering recommendation approach for personalized government-to-business e-services.
Int. J. Intell. Syst., 2011

Joint Sub-Classifiers One Class Classification Model for avian Influenza Outbreak Detection.
International Journal of Computational Intelligence and Applications, 2011

A Seasonal Auto-Regressive Model Based Support Vector Regression Prediction Method for H5N1 avian Influenza Animal Events.
International Journal of Computational Intelligence and Applications, 2011

Similarity measure models and algorithms for hierarchical cases.
Expert Syst. Appl., 2011

A knowledge-based multi-role decision support system for ore blending cost optimization of blast furnaces.
European Journal of Operational Research, 2011

An Algorithm for Solving Rule Sets-Based Bilevel Decision Problems.
Computational Intelligence, 2011

A Hybrid Multi-criteria Semantic-Enhanced Collaborative Filtering Approach for Personalized Recommendations.
Proceedings of the 2011 IEEE/WIC/ACM International Conference on Web Intelligence, 2011

Scaling-Up Item-Based Collaborative Filtering Recommendation Algorithm Based on Hadoop.
Proceedings of the World Congress on Services, 2011

Modelling Heterogeneity among Experts in Multi-criteria Group Decision Making Problems.
Proceedings of the Modeling Decision for Artificial Intelligence, 2011

Long term bank failure prediction using Fuzzy Refinement-based Transductive Transfer learning.
Proceedings of the FUZZ-IEEE 2011, 2011

Government-to-Business Personalized e-Services Using Semantic-Enhanced Recommender System.
Proceedings of the Electronic Government and the Information Systems Perspective, 2011

An Innovative Self-Adaptive Configuration Optimization System in Cloud Computing.
Proceedings of the IEEE Ninth International Conference on Dependable, 2011

Integrating Multi-Criteria Collaborative Filtering and Trust filtering for personalized Recommender Systems.
Proceedings of the 2011 IEEE Symposium on Computational Intelligence in Multicriteria Decision-Making, 2011

Combining one class classification models for avian influenza outbreaks.
Proceedings of the 2011 IEEE Symposium on Computational Intelligence in Multicriteria Decision-Making, 2011

Intelligent financial warning model using Fuzzy Neural Network and case-based reasoning.
Proceedings of the 2011 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics, 2011

Data mining driven agents for predicting online auction's end price.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2011

Pricing Analysis in Online Auctions Using Clustering and Regression Tree Approach.
Proceedings of the Agents and Data Mining Interaction, 2011

2010
A bm Lambda -Cut and Goal-Programming-Based Algorithm for Fuzzy-Linear Multiple-Objective Bilevel Optimization.
IEEE Trans. Fuzzy Systems, 2010

Adaptive pruning algorithm for least squares support vector machine classifier.
Soft Comput., 2010

Team situation awareness measure using semantic utility functions for supporting dynamic decision-making.
Soft Comput., 2010

A special issue on decision intelligence with soft computing.
Soft Comput., 2010

A state-based knowledge representation approach for information logical inconsistency detection in warning systems.
Knowl.-Based Syst., 2010

Decider: A fuzzy multi-criteria group decision support system.
Knowl.-Based Syst., 2010

A special issue on Intelligent Decision Support and Warning Systems.
Knowl.-Based Syst., 2010

Multi-criteria Group Decision Support with Linguistic Variables in Long-term Scenarios for Belgian Energy Policy.
J. UCS, 2010

Fuzzy bilevel programming with multiple objectives and cooperative multiple followers.
J. Global Optimization, 2010

Model, solution concept, and Kth-best algorithm for linear trilevel programming.
Inf. Sci., 2010

BizSeeker: A hybrid semantic recommendation system for personalized government-to-business e-services.
Internet Research, 2010

Power Distribution System Planning Evaluation by a Fuzzy Multi-Criteria Group Decision Support System.
Int. J. Comput. Intell. Syst., 2010

Collaborative management of web ontology data with flexible access control.
Expert Syst. Appl., 2010

Personalized e-Government Services: Tourism Recommender System Framework.
Proceedings of the Web Information Systems and Technologies - 6th International Conference, 2010

Lifeevent ontology oriented e-government service integration.
Proceedings of the IEEE International Conference on Service-Oriented Computing and Applications, 2010

A Knowledge-based Efficiency Assessment System for Distribution Network using Data Envelopment Analysis.
Proceedings of the Fourth IEEE International Conference on Research Challenges in Information Science, 2010

A Framework of Hybrid Recommendation System for Government-to-Business Personalized E-Services.
Proceedings of the Seventh International Conference on Information Technology: New Generations, 2010

Fault diagnosis of transformer using association rule mining and knowledge base.
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

A fuzzy matching based recommendation approach for mobile products/services.
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

Ontology-style Web usage model for semantic Web applications.
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

Detecting Change via Competence Model.
Proceedings of the Case-Based Reasoning. Research and Development, 2010

A Hybrid Approach for Fault Tree Analysis Combining Probabilistic Method with Fuzzy Numbers.
Proceedings of the Artificial Intelligence and Soft Computing, 2010

Trust-Based Decision Making in Dynamic Environments.
Proceedings of the 2010 IEEE International Conference on Granular Computing, 2010

Delta-equalities of Complex Fuzzy Relations.
Proceedings of the 24th IEEE International Conference on Advanced Information Networking and Applications, 2010

2009
Cognition-Driven Decision Support for Business Intelligence: Models, Techniques, Systems and Applications
Studies in Computational Intelligence 238, Springer, ISBN: 978-3-642-03207-3, 2009

A linguistic intelligent user guide for method selection in multi-objective decision support systems.
Inf. Sci., 2009

Web ontology data matching for integration: method and framework.
IJWIS, 2009

A Fuzzy Multi-Objective bilevel Decision Support System.
International Journal of Information Technology and Decision Making, 2009

Operation properties and delta-equalities of complex fuzzy sets.
Int. J. Approx. Reasoning, 2009

A linguistic multi-criteria group decision support system for fabric hand evaluation.
FO & DM, 2009

Rule sets based bilevel decision model and algorithm.
Expert Syst. Appl., 2009

Information inconsistencies detection using a rule-map technique.
Expert Syst. Appl., 2009

Cost-benefit factor analysis in e-services using bayesian networks.
Expert Syst. Appl., 2009

A Hybrid Knowledge-based Prediction Method for Avian Influenza Early Warning.
Proceedings of the IEEE International Conference on Systems, 2009

A Bilevel Optimization Model and a PSO-based Algorithm in Day-ahead Electricity Markets.
Proceedings of the IEEE International Conference on Systems, 2009

A particle swarm optimization based algorithm for fuzzy bilevel decision making with constraints-shared followers.
Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009

A Decision Making Model for Vendor-Buyer Inventory Systems.
Proceedings of the Rough Sets, 2009

A Fuzzy Bilevel Model and a PSO-Based Algorithm for Day-Ahead Electricity Market Strategy Making.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2009

An Integrated Knowledge Adaption Framework for Case-Based Reasoning Systems.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2009

A framework for delivering personalized e-government services from a citizen-centric approach.
Proceedings of the iiWAS'2009, 2009

Maintaining Footprint-Based Retrieval for Case Deletion.
Proceedings of the Neural Information Processing, 16th International Conference, 2009

A Fuzzy Bi-level Pricing Model and a PSO Based Algorithm in Supply Chains.
Proceedings of the Neural Information Processing, 16th International Conference, 2009

Impute Missing Assessments by Opinion Clustering in Multi-Criteria Group Decision Making Problems.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

2008
Fuzzy Set Techniques in E-Service Applications.
Proceedings of the Fuzzy Sets and Their Extensions: Representation, Aggregation and Models, 2008

An Approximation Kuhn-Tucker Approach for Fuzzy Linear Bilevel Decision Making.
Proceedings of the Intelligent Decision Making: An AI-Based Approach, 2008

Intelligent multi-criteria fuzzy group decision-making for situation assessments.
Soft Comput., 2008

Fuzzy Multi-objective Bilevel Decision Making by an Approximation Kth-Best Approach.
Multiple-Valued Logic and Soft Computing, 2008

Decision Making in Multi-Issue e-Market Auction Using Fuzzy Techniques and Negotiable Attitudes.
JTAER, 2008

An algorithm for fuzzy multi-objective multi-follower partial cooperative bilevel programming.
Journal of Intelligent and Fuzzy Systems, 2008

Fuzzy bilevel Programming: Multi-Objective and Multi-Follower with Shared Variables.
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 2008

A lambda-Cut Approximate Algorithm for Goal-Based bilevel Risk Management Systems.
International Journal of Information Technology and Decision Making, 2008

An Extended Kth-Best Approach For Referential-Uncooperative Bilevel Multi-Follower Decision Making.
Int. J. Comput. Intell. Syst., 2008

Team Situation Awareness using Web-Based Fuzzy Group Decision Support Systems.
Int. J. Comput. Intell. Syst., 2008

Support vector machine-based multi-source multi-attribute information integration for situation assessment.
Expert Syst. Appl., 2008

A Particle Swarm Optimization Based Algorithm for Fuzzy Bilevel Decision Making with Objective-Shared Followers.
Proceedings of the Simulated Evolution and Learning, 7th International Conference, 2008

Semantic Web for E-Government Service Delivery Integration.
Proceedings of the Fifth International Conference on Information Technology: New Generations (ITNG 2008), 2008

An ontology data matching method for web information integration.
Proceedings of the iiWAS'2008, 2008

A fuzzy multi-criteria group decision support system for nonwoven based cosmetic product development evaluation.
Proceedings of the FUZZ-IEEE 2008, 2008

A particle swarm optimization based algorithm for fuzzy bilevel decision making.
Proceedings of the FUZZ-IEEE 2008, 2008

A Fuzzy Decision Support System for Garment New Product Development.
Proceedings of the AI 2008: Advances in Artificial Intelligence, 2008

2007
Multi-Objective Group Decision Making - Methods, Software and Applications with Fuzzy Set Techniques(With CD-ROM)
Series in Electrical and Computer Engineering 6, WorldScientific, ISBN: 978-1-908979-25-4, 2007

E-Service Intelligence: An Introduction.
Proceedings of the E-Service Intelligence: Methodologies, Technologies and Applications, 2007

E-Service Cost Benefit Evaluation and Analysis.
Proceedings of the E-Service Intelligence: Methodologies, Technologies and Applications, 2007

An alpha-Fuzzy Goal Approximate Algorithm for Solving Fuzzy Multiple Objective Linear Programming Problems.
Soft Comput., 2007

Decentralized multi-objective bilevel decision making with fuzzy demands.
Knowl.-Based Syst., 2007

Intelligent knowledge engineering systems.
Knowl.-Based Syst., 2007

On a generalized fuzzy goal optimization for solving fuzzy multi-objective linear programming problems.
Journal of Intelligent and Fuzzy Systems, 2007

Model and extended Kuhn-Tucker approach for bilevel multi-follower decision making in a referential-uncooperative situation.
J. Global Optimization, 2007

Model and approach of fuzzy bilevel decision making for logistics planning problem.
J. Enterprise Inf. Management, 2007

One-and-only item recommendation with fuzzy logic techniques.
Inf. Sci., 2007

An Extended Branch and Bound Algorithm for bilevel Multi-Follower Decision Making in a Referential-Uncooperative Situation.
International Journal of Information Technology and Decision Making, 2007

Editorial: A special issue on e-service intelligence.
Int. J. Intell. Syst., 2007

Intelligent e-government services with personalized recommendation techniques.
Int. J. Intell. Syst., 2007

Mining key information of web pages: A method and its application.
Expert Syst. Appl., 2007

The Kth-best approach for linear bilevel multifollower programming with partial shared variables among followers.
Applied Mathematics and Computation, 2007

Creating and Managing Ontology Data on the Web: A Semantic Wiki Approach.
Proceedings of the Web Information Systems Engineering, 2007

An Exploratory Cognitive Business Intelligence System.
Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007

Generation and Matching of Ontology Data for the Semantic Web in a Peer-to-Peer Framework.
Proceedings of the Advances in Data and Web Management, 2007

A Constrained Clustering Approach to Duplicate Detection Among Relational Data.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

Enriching Executives' Situation Awareness and Mental Models - A Conceptual ESS Framework.
Proceedings of the ICEIS 2007, 2007

Models and Algorithm for Fuzzy Multi-objective Multi-follower Linear Bilevel Programming.
Proceedings of the FUZZ-IEEE 2007, 2007

The Development of A Fuzzy Multi-Objective Group Decision Support System.
Proceedings of the FUZZ-IEEE 2007, 2007

Skew-Tree Based Multistage Fuzzy Controller for Nonlinear Systems.
Proceedings of the New Dimensions in Fuzzy Logic and Related Technologies. Proceedings of the 5th EUSFLAT Conference, 2007

A Two-level Information Filtering Model in Generating Warning Information.
Proceedings of the IEEE Symposium on Computational Intelligence in Multicriteria Decision Making, 2007

2006
On bilevel multi-follower decision making: General framework and solutions.
Inf. Sci., 2006

A new approximate algorithm for solving multiple objective linear programming problems with fuzzy parameters.
Applied Mathematics and Computation, 2006

An extended branch and bound algorithm for linear bilevel programming.
Applied Mathematics and Computation, 2006

Integration of Ontology Data through Learning Instance Matching.
Proceedings of the 2006 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2006), 2006

A Fast Data Preprocessing Procedure for Support Vector Regression.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2006

A Novel Fuzzy Attitude Based Bidding Strategy for Multi-attribute Auction.
Proceedings of the 2006 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2006

Customer Online Shopping Behaviours Analysis Using Bayesian Networks.
Proceedings of the AI 2006: Advances in Artificial Intelligence, 2006

Rule sets based bilevel decision model.
Proceedings of the Computer Science 2006, 2006

2005
Personalized Multi-Stage Decision Support in Reverse Logistics Management.
Proceedings of the Intelligent Data Mining: Techniques and Applications, 2005

The K th-Best Approach for Linear Bilevel Multi-follower Programming.
J. Global Optimization, 2005

The Definition of Optimal Solution and an Extended Kuhn-Tucker Approach for Fuzzy Linear Bilevel Programming.
IEEE Intelligent Informatics Bulletin, 2005

Web-based Multi-Criteria Group Decision Support System with Linguistic Term Processing Function.
IEEE Intelligent Informatics Bulletin, 2005

On the definition of linear bilevel programming solution.
Applied Mathematics and Computation, 2005

An extended Kth-best approach for linear bilevel programming.
Applied Mathematics and Computation, 2005

An extended Kuhn-Tucker approach for linear bilevel programming.
Applied Mathematics and Computation, 2005

A Semantic Classification Approach for Online Product Reviews.
Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005

Recommending Trade Exhibitions by Integrating Semantic Information with Collaborative Filtering.
Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005

An extended Kuhn-Tucker approach for linear bilevel multifollower programming with partial shared variables among followers.
Proceedings of the IEEE International Conference on Systems, 2005

Development and Implementation on a Fuzzy Multiple Objective Decision Support System.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005

A Fuzzy Relational Approach to Event Recommendation.
Proceedings of the 2nd Indian International Conference on Artificial Intelligence, 2005

Multi-follower linear bilevel programming: model and Kuhn-Tucker approach.
Proceedings of the AC 2005, 2005

A decision support system prototype for fuzzy multiple objective optimization.
Proceedings of the Joint 4th Conference of the European Society for Fuzzy Logic and Technology and the 11th Rencontres Francophones sur la Logique Floue et ses Applications, 2005

Negotiating Multi-Issue e-Market Auction through Fuzzy Attitudes.
Proceedings of the 2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), 2005

2004
Development, Distribution and Evaluation of Online Tourism Services in China.
Electronic Commerce Research, 2004

A recommender system by two-level collaborative filtering.
Proceedings of the IASTED Conference on Software Engineering and Applications, 2004

A Decision Support System for Multiple Objective Linear Programming with Fuzzy Parameters.
Proceedings of the 2004 IEEE International Conference on e-Technology, 2004

A Text Mining Model by Using Weighting Technology.
Proceedings of the 10th Americas Conference on Information Systems, 2004

2003
A Model for Evaluating E-Commerce Based on Cost/Benefit and Customer Satisfaction.
Information Systems Frontiers, 2003

Formulation of fuzzy linear programming problems as four-objective constrained optimization problems.
Applied Mathematics and Computation, 2003

Choosing LSI Dimensions by Document Linear Association Analysis.
Proceedings of the International Conference on Information and Knowledge Engineering. IKE'03, June 23, 2003


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