Jie Lu

Orcid: 0000-0003-0690-4732

Affiliations:
  • University of Technology Sydney, Faculty of Engineering and Information Technology, Australia
  • Curtin University, Bentley, WA, Australia (PhD 2000)


According to our database1, Jie Lu authored at least 521 papers between 2001 and 2025.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2025
Novelty-aware concept drift detection for neural networks.
Neurocomputing, 2025

2024
Type-LDD: A Type-Driven Lite Concept Drift Detector for Data Streams.
IEEE Trans. Knowl. Data Eng., December, 2024

Disentangling Stochastic PDE Dynamics for Unsupervised Video Prediction.
IEEE Trans. Neural Networks Learn. Syst., November, 2024

Dynamic Graph Regularization for Multi-Stream Concept Drift Self-Adaptation.
IEEE Trans. Knowl. Data Eng., November, 2024

Fuzzy Shared Representation Learning for Multistream Classification.
IEEE Trans. Fuzzy Syst., October, 2024

TS-DM: A Time Segmentation-Based Data Stream Learning Method for Concept Drift Adaptation.
IEEE Trans. Cybern., October, 2024

Deep Reinforcement Learning in Nonstationary Environments With Unknown Change Points.
IEEE Trans. Cybern., September, 2024

Risk Assessment Through Big Data: An Autonomous Fuzzy Decision Support System.
IEEE Trans. Intell. Transp. Syst., August, 2024

AMT-CDR: A Deep Adversarial Multi-Channel Transfer Network for Cross-Domain Recommendation.
ACM Trans. Intell. Syst. Technol., August, 2024

Unsupervised Domain Adaptation Enhanced by Fuzzy Prompt Learning.
IEEE Trans. Fuzzy Syst., July, 2024

Fuzzy Machine Learning: A Comprehensive Framework and Systematic Review.
IEEE Trans. Fuzzy Syst., July, 2024

Multisource Domain Adaptation With Interval-Valued Target Data via Fuzzy Neural Networks.
IEEE Trans. Fuzzy Syst., May, 2024

Domain Adaptation With Interval-Valued Observations: Theory and Algorithms.
IEEE Trans. Fuzzy Syst., May, 2024

Multidomain Adaptation With Sample and Source Distillation.
IEEE Trans. Cybern., April, 2024

A Hierarchical Attention Network for Cross-Domain Group Recommendation.
IEEE Trans. Neural Networks Learn. Syst., March, 2024

An Extremely Simple Algorithm for Source Domain Reconstruction.
IEEE Trans. Cybern., March, 2024

Multiclass Classification With Fuzzy-Feature Observations: Theory and Algorithms.
IEEE Trans. Cybern., February, 2024

Robust Gaussian Process Regression With Input Uncertainty: A PAC-Bayes Perspective.
IEEE Trans. Cybern., February, 2024

Source-Free Unsupervised Domain Adaptation: Current research and future directions.
Neurocomputing, January, 2024

Layer-diverse Negative Sampling for Graph Neural Networks.
Trans. Mach. Learn. Res., 2024

On the Learnability of Out-of-distribution Detection.
J. Mach. Learn. Res., 2024

Trust region policy optimization via entropy regularization for Kullback-Leibler divergence constraint.
Neurocomputing, 2024

A self-adaptive ensemble for user interest drift learning.
Neurocomputing, 2024

Semi-supervised heterogeneous domain adaptation for few-sample credit risk classification.
Neurocomputing, 2024

Multi-source domain adaptation handling inaccurate label spaces.
Neurocomputing, 2024

Sharpness-Aware Cross-Domain Recommendation to Cold-Start Users.
CoRR, 2024

A Neighbor-Searching Discrepancy-based Drift Detection Scheme for Learning Evolving Data.
CoRR, 2024

Responsible AI: Portraits with Intelligent Bibliometrics.
CoRR, 2024

Inferring Latent Temporal Sparse Coordination Graph for Multi-Agent Reinforcement Learning.
CoRR, 2024

Towards Robustness Prompt Tuning with Fully Test-Time Adaptation for CLIP's Zero-Shot Generalization.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Prompt-Based Memory Bank for Continual Test-Time Domain Adaptation in Vision-Language Models.
Proceedings of the International Joint Conference on Neural Networks, 2024

CLIP-Enhanced Unsupervised Domain Adaptation with Consistency Regularization.
Proceedings of the International Joint Conference on Neural Networks, 2024

A Behavior-Aware Approach for Deep Reinforcement Learning in Non-stationary Environments without Known Change Points.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Group-Aware Coordination Graph for Multi-Agent Reinforcement Learning.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Knowledge Distillation with Auxiliary Variable.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Enhancing Vision-Language Models Incorporating TSK Fuzzy System for Domain Adaptation.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2024

LSTM Autoencoder-Based Deep Neural Networks for Barley Genotype-to-Phenotype Prediction.
Proceedings of the AI 2024: Advances in Artificial Intelligence, 2024

Online Boosting Adaptive Learning under Concept Drift for Multistream Classification.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Multi-Stream Concept Drift Self-Adaptation Using Graph Neural Network.
IEEE Trans. Knowl. Data Eng., December, 2023

Source-Free Multidomain Adaptation With Fuzzy Rule-Based Deep Neural Networks.
IEEE Trans. Fuzzy Syst., December, 2023

Heterogeneous Multidomain Recommender System Through Adversarial Learning.
IEEE Trans. Neural Networks Learn. Syst., November, 2023

Artificial intelligence-driven biomedical genomics.
Knowl. Based Syst., November, 2023

Guest Editorial: Special Issue on Stream Learning.
IEEE Trans. Neural Networks Learn. Syst., October, 2023

A new approach for landslide susceptibility assessments based on KDE-MDBN: A case study from mountainous regions impacted by the Wenchuan earthquake, China.
Environ. Model. Softw., September, 2023

Bridging the Theoretical Bound and Deep Algorithms for Open Set Domain Adaptation.
IEEE Trans. Neural Networks Learn. Syst., August, 2023

Learning Data Streams With Changing Distributions and Temporal Dependency.
IEEE Trans. Neural Networks Learn. Syst., August, 2023

Stepping beyond your comfort zone: Diffusion-based network analytics for knowledge trajectory recommendation.
J. Assoc. Inf. Sci. Technol., July, 2023

MGRC: An End-to-End Multigranularity Reading Comprehension Model for Question Answering.
IEEE Trans. Neural Networks Learn. Syst., May, 2023

Concept Drift Detection Delay Index.
IEEE Trans. Knowl. Data Eng., May, 2023

Dynamic Classifier Alignment for Unsupervised Multi-Source Domain Adaptation.
IEEE Trans. Knowl. Data Eng., May, 2023

A Deep Dual Adversarial Network for Cross-Domain Recommendation.
IEEE Trans. Knowl. Data Eng., April, 2023

Evolving Gradient Boost: A Pruning Scheme Based on Loss Improvement Ratio for Learning Under Concept Drift.
IEEE Trans. Cybern., April, 2023

Direct Learning With Multi-Task Neural Networks for Treatment Effect Estimation.
IEEE Trans. Knowl. Data Eng., March, 2023

Detecting group concept drift from multiple data streams.
Pattern Recognit., 2023

Semi-Supervised Heterogeneous Domain Adaptation: Theory and Algorithms.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

Improving proximal policy optimization with alpha divergence.
Neurocomputing, 2023

TCR-M: A Topic Change Recognition-based Method for Data Stream Learning.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

Multi-Source Domain Adaptation with Incomplete Source Label Spaces.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

meta-GRS: A Graph Neural Network for Cross-Domain Recommender System via Meta-Learning.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

Deep Neural Network-Empowered Polygenic Disease Prediction on Cardiovascular Diseases.
Proceedings of the 18th International Conference on Intelligent Systems and Knowledge Engineering, 2023

Domain Adaptation for Image Segmentation with Category-Guide Classifier.
Proceedings of the 18th International Conference on Intelligent Systems and Knowledge Engineering, 2023

One-step Domain Adaptation Approach with Partial Label.
Proceedings of the International Joint Conference on Neural Networks, 2023

Meta OOD Learning For Continuously Adaptive OOD Detection.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Multi-model Transfer Learning and Genotypic Analysis for Seizure Type Classification.
Proceedings of the Health Information Science - 12th International Conference, 2023

BiblioEngine: An AI-Empowered Platform for Disease Genetic Knowledge Mining.
Proceedings of the Health Information Science - 12th International Conference, 2023

Interval-Valued Observations-Based Multi-Source Domain Adaptation Using Fuzzy Neural Networks.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

Attention-Bridging TS Fuzzy Rules for Universal Multi-Domain Adaptation Without Source Data.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

Sequence Unlearning for Sequential Recommender Systems.
Proceedings of the AI 2023: Advances in Artificial Intelligence, 2023

Multiple Teacher Model for Continual Test-Time Domain Adaptation.
Proceedings of the AI 2023: Advances in Artificial Intelligence, 2023

An Augmented Learning Approach for Multiple Data Streams Under Concept Drift.
Proceedings of the AI 2023: Advances in Artificial Intelligence, 2023

2022
MORStreaming: A Multioutput Regression System for Streaming Data.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Learning From a Complementary-Label Source Domain: Theory and Algorithms.
IEEE Trans. Neural Networks Learn. Syst., 2022

A Segment-Based Drift Adaptation Method for Data Streams.
IEEE Trans. Neural Networks Learn. Syst., 2022

Multi-Source Contribution Learning for Domain Adaptation.
IEEE Trans. Neural Networks Learn. Syst., 2022

An Online Robust Support Vector Regression for Data Streams.
IEEE Trans. Knowl. Data Eng., 2022

Real-Time Prediction System of Train Carriage Load Based on Multi-Stream Fuzzy Learning.
IEEE Trans. Intell. Transp. Syst., 2022

Topology Learning-Based Fuzzy Random Neural Networks for Streaming Data Regression.
IEEE Trans. Fuzzy Syst., 2022

Fuzzy Multioutput Transfer Learning for Regression.
IEEE Trans. Fuzzy Syst., 2022

Continuous Support Vector Regression for Nonstationary Streaming Data.
IEEE Trans. Cybern., 2022

A Deep-Ensemble-Level-Based Interpretable Takagi-Sugeno-Kang Fuzzy Classifier for Imbalanced Data.
IEEE Trans. Cybern., 2022

Deep Cross-Output Knowledge Transfer Using Stacked-Structure Least-Squares Support Vector Machines.
IEEE Trans. Cybern., 2022

A Drift Region-Based Data Sample Filtering Method.
IEEE Trans. Cybern., 2022

Deep Metallogenic prediction model construction of the Xiongcun no. II orebody based on the DNN algorithm.
Multim. Tools Appl., 2022

Meta-ADD: A meta-learning based pre-trained model for concept drift active detection.
Inf. Sci., 2022

Transfer learning based on sparse Gaussian process for regression.
Inf. Sci., 2022

Learn-to-adapt: Concept drift adaptation for hybrid multiple streams.
Neurocomputing, 2022

A quantile fusion methodology for deep forecasting.
Neurocomputing, 2022

Elastic gradient boosting decision tree with adaptive iterations for concept drift adaptation.
Neurocomputing, 2022

Graph Convolutional Neural Networks with Diverse Negative Samples via Decomposed Determinant Point Processes.
CoRR, 2022

Streaming PAC-Bayes Gaussian process regression with a performance guarantee for online decision making.
CoRR, 2022

Multi-class Classification with Fuzzy-feature Observations: Theory and Algorithms.
CoRR, 2022

Stepping beyond your comfort zone: Diffusion-based network analytics for knowledge trajectory recommendation.
CoRR, 2022

Is Out-of-Distribution Detection Learnable?
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Machine Learning for Decision Support in Complex Environments.
Proceedings of the 7th International Conference on Internet of Things, 2022

Source-Free Multi-Domain Adaptation with Generally Auxiliary Model Training.
Proceedings of the International Joint Conference on Neural Networks, 2022

An Empirical Study of Fuzzy Decision Tree for Gradient Boosting Ensemble.
Proceedings of the AI 2021: Advances in Artificial Intelligence, 2022

Learning from the Dark: Boosting Graph Convolutional Neural Networks with Diverse Negative Samples.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
AUC-Based Extreme Learning Machines for Supervised and Semi-Supervised Imbalanced Classification.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Diverse Instance-Weighting Ensemble Based on Region Drift Disagreement for Concept Drift Adaptation.
IEEE Trans. Neural Networks Learn. Syst., 2021

Open Set Domain Adaptation: Theoretical Bound and Algorithm.
IEEE Trans. Neural Networks Learn. Syst., 2021

A Mobile Telematics Pattern Recognition Framework for Driving Behavior Extraction.
IEEE Trans. Intell. Transp. Syst., 2021

Bayesian Nonparametric Unsupervised Concept Drift Detection for Data Stream Mining.
ACM Trans. Intell. Syst. Technol., 2021

Multisource Heterogeneous Unsupervised Domain Adaptation via Fuzzy Relation Neural Networks.
IEEE Trans. Fuzzy Syst., 2021

Concept Drift Detection: Dealing With Missing Values via Fuzzy Distance Estimations.
IEEE Trans. Fuzzy Syst., 2021

A Fuzzy Word Similarity Measure for Selecting Top-$k$ Similar Words in Query Expansion.
IEEE Trans. Fuzzy Syst., 2021

Concept Drift Detection via Equal Intensity k-Means Space Partitioning.
IEEE Trans. Cybern., 2021

Ethics and privacy of artificial intelligence: Understandings from bibliometrics.
Knowl. Based Syst., 2021

Bi-layer network analytics: A methodology for characterizing emerging general-purpose technologies.
J. Informetrics, 2021

Multi-source transfer regression via source-target pairwise segment.
Inf. Sci., 2021

Domain-specific meta-embedding with latent semantic structures.
Inf. Sci., 2021

Statistical generalization performance guarantee for meta-learning with data dependent prior.
Neurocomputing, 2021

An Adaptive Personalized Property Investment Risk Analysis Method Based on Data-Driven Approach.
Int. J. Inf. Technol. Decis. Mak., 2021

Profiling COVID-19 Genetic Research: A Data-Driven Study Utilizing Intelligent Bibliometrics.
Frontiers Res. Metrics Anal., 2021

A cross-domain recommender system through information transfer for medical diagnosis.
Decis. Support Syst., 2021

Bayesian Transfer Learning: An Overview of Probabilistic Graphical Models for Transfer Learning.
CoRR, 2021

Deep Bayesian Estimation for Dynamic Treatment Regimes with a Long Follow-up Time.
CoRR, 2021

Automatic Learning to Detect Concept Drift.
CoRR, 2021

PAC-Bayes Bounds for Meta-learning with Data-Dependent Prior.
CoRR, 2021

Pivot-based Candidate Retrieval for Cross-lingual Entity Linking.
Proceedings of the WWW '21: The Web Conference 2021, 2021

Meta Two-Sample Testing: Learning Kernels for Testing with Limited Data.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Negative Samples-enhanced Graph Convolutional Neural Networks.
Proceedings of the 16th International Conference on Intelligent Systems and Knowledge Engineering, 2021

An Efficient Bayesian Neural Network for Multiple Data Streams.
Proceedings of the International Joint Conference on Neural Networks, 2021

Learning Bounds for Open-Set Learning.
Proceedings of the 38th International Conference on Machine Learning, 2021

Learning from Imprecise Observations: An Estimation Error Bound based on Fuzzy Random Variables.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

Multi-Source Domain Adaptation with Fuzzy-Rule based Deep Neural Networks.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

How Does the Combined Risk Affect the Performance of Unsupervised Domain Adaptation Approaches?
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Web event evolution trend prediction based on its computational social context.
World Wide Web, 2020

Online Topology Learning by a Gaussian Membership-Based Self-Organizing Incremental Neural Network.
IEEE Trans. Neural Networks Learn. Syst., 2020

Heterogeneous Domain Adaptation: An Unsupervised Approach.
IEEE Trans. Neural Networks Learn. Syst., 2020

A Causal Dirichlet Mixture Model for Causal Inference from Observational Data.
ACM Trans. Intell. Syst. Technol., 2020

Fuzzy Clustering-Based Adaptive Regression for Drifting Data Streams.
IEEE Trans. Fuzzy Syst., 2020

Fuzzy Multiple-Source Transfer Learning.
IEEE Trans. Fuzzy Syst., 2020

A Transfer-Based Additive LS-SVM Classifier for Handling Missing Data.
IEEE Trans. Cybern., 2020

Least squares support vector machines with fast leave-one-out AUC optimization on imbalanced prostate cancer data.
Int. J. Mach. Learn. Cybern., 2020

A Pareto-smoothing method for causal inference using generalized Pareto distribution.
Neurocomputing, 2020

Output based transfer learning with least squares support vector machine and its application in bladder cancer prognosis.
Neurocomputing, 2020

DeepPIPE: A distribution-free uncertainty quantification approach for time series forecasting.
Neurocomputing, 2020

Framework of Computational Intelligence-Enhanced Knowledge Base Construction: Methodology and A Case of Gene-Related Cardiovascular Disease.
Int. J. Comput. Intell. Syst., 2020

Concept Drift Detection: Dealing with MissingValues via Fuzzy Distance Estimations.
CoRR, 2020

Diverse Instances-Weighting Ensemble based on Region Drift Disagreement for Concept Drift Adaptation.
CoRR, 2020

Multiple-source Domain Adaptation in Rule-based Neural Network.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Fast Switch Naïve Bayes to Avoid Redundant Update for Concept Drift Learning.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Multi-Source Domain Adaptation with Distribution Fusion and Relationship Extraction.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Cross-Domain Recommendation with Multiple Sources.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Clarinet: A One-step Approach Towards Budget-friendly Unsupervised Domain Adaptation.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Learning Deep Kernels for Non-Parametric Two-Sample Tests.
Proceedings of the 37th International Conference on Machine Learning, 2020

A Fuzzy Drift Correlation Matrix for Multiple Data Stream Regression.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

A Novel Non-parametric Two-Sample Test on Imprecise Observations.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

Real-Time Decision Making for Train Carriage Load Prediction via Multi-stream Learning.
Proceedings of the AI 2020: Advances in Artificial Intelligence, 2020

An Elastic Gradient Boosting Decision Tree for Concept Drift Learning.
Proceedings of the AI 2020: Advances in Artificial Intelligence, 2020

Recommender Systems - Advanced Developments
Intelligent Information Systems 6, WorldScientific, ISBN: 9789811224645, 2020

2019
Hierarchy Visualization for Group Recommender Systems.
IEEE Trans. Syst. Man Cybern. Syst., 2019

Deep Additive Least Squares Support Vector Machines for Classification With Model Transfer.
IEEE Trans. Syst. Man Cybern. Syst., 2019

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

Learning under Concept Drift: A Review.
IEEE Trans. Knowl. Data Eng., 2019

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

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

Data-Driven Decision-Making (D<sup>3</sup>M): Framework, Methodology, and Directions.
IEEE Trans. Emerg. Top. Comput. Intell., 2019

Guest Editorial: Special Issue on New Advances in Deep-Transfer Learning.
IEEE Trans. Emerg. Top. Comput. Intell., 2019

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

Cross-domain network representations.
Pattern Recognit., 2019

A deeper graph neural network for recommender systems.
Knowl. Based Syst., 2019

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

TruGRC: Trust-Aware Group Recommendation with Virtual Coordinators.
Future Gener. Comput. Syst., 2019

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

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

Characterizing the Potential of Being Emerging Generic Technologies: A Bi-Layer Network Analytics-based Prediction Method.
Proceedings of the 17th International Conference on Scientometrics and Informetrics, 2019

FreshGraph: A Spam-Aware Recommender System for Cold Start Problem.
Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019

A Recommender System for Cold-start Items: A Case Study in the Real Estate Industry.
Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019

Drift Adaptation via Joint Distribution Alignment.
Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019

A Framework for a Large-Scale B2B Recommender System.
Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 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

One-Stage Deep Instrumental Variable Method for Causal Inference from Observational Data.
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Domain Selection of Transfer Learning in Fuzzy Prediction Models.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

A Noise-tolerant Fuzzy c-Means based Drift Adaptation Method for Data Stream Regression.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

A Choquet Fuzzy Integral Vertical Bagging Classifier for Mobile Telematics Data Analysis.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

A Novel Fuzzy Neural Network for Unsupervised Domain Adaptation in Heterogeneous Scenarios.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

ATL: Autonomous Knowledge Transfer from Many Streaming Processes.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018
Opinion Dynamics-Based Group Recommender Systems.
IEEE Trans. Syst. Man Cybern. Syst., 2018

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

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

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

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

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

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

Predicting the dynamics of scientific activities: A diffusion-based network analytic methodology.
Proceedings of the Building & Sustaining an Ethical Future with Emerging Technology, 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 Syst., 2017

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

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

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

Multirelational Social Recommendations via Multigraph Ranking.
IEEE Trans. Cybern., 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.
Mach. Learn., 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.
J. Assoc. Inf. Sci. Technol., 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.
Decis. Support Syst., 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

Generating a Risk Profile for Car Insurance Policyholders: a Deep Learning Conceptual Model.
Proceedings of the Australasian Conference on Information Systems, 2017

2016
Uncertainty Analysis for the Keyword System of Web Events.
IEEE Trans. Syst. Man Cybern. Syst., 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 Syst., 2016

A safety-critical decision support system evaluation using situation awareness and workload measures.
Reliab. Eng. Syst. Saf., 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.
Decis. Support Syst., 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 Syst., 2015

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

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

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

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

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

An abnormal situation modeling method to assist operators in safety-critical systems.
Reliab. Eng. Syst. Saf., 2015

A patent time series processing component for technology intelligence by trend identification functionality.
Neural Comput. Appl., 2015

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

Sensitivity Level-Based Citizen Personal Information Model for Privacy Protection.
J. Softw., 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.
Decis. Support Syst., 2015

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

Nonparametric Relational Topic Models through Dependent Gamma Processes.
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.
Concurr. Comput. Pract. Exp., 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. Ind. Informatics, 2014

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

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

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

Task-Based System Load Balancing in Cloud Computing Using Particle Swarm Optimization.
Int. J. Parallel Program., 2014

An Intelligent System by fuzzy reliability Algorithm in Fault Tree Analysis for nuclear Power plant Probabilistic Safety Assessment.
Int. J. Comput. Intell. Appl., 2014

Knowledge-based life event model for e-government service integration with illustrative examples.
Intell. Decis. Technol., 2014

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

An intelligent situation awareness support system for safety-critical environments.
Decis. Support Syst., 2014

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

A bi-Level Decision Model for Customer Churn Analysis.
Comput. Intell., 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. Ind. Electron., 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. Gen. Syst., 2013

Fuzzy bridged Refinement Domain Adaptation: Long-Term Bank Failure Prediction.
Int. J. Comput. Intell. Appl., 2013

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

A Web-Based Personalized Business Partner Recommendation System using Fuzzy Semantic Techniques.
Comput. Intell., 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. Ind. Informatics, 2012

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

Investigation of sequential pattern mining techniques for web recommendation.
Int. J. Inf. Decis. Sci., 2012

An Area defuzzification Technique to Assess nuclear Event Reliability Data from Failure Possibilities.
Int. J. Comput. Intell. Appl., 2012

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

Personalised Recommender Systems for E-Business Intelligence with Soft Computing.
Proceedings of the Quantitative Logic and Soft Computing, 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

Semantic De-biased Associations (SDA) Model to Improve Ill-Structured Decision Support.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

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

Determining Pattern Similarity in a Medical Recommender System.
Proceedings of the Data and Knowledge Engineering - Third 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

A Similarity Measure on Tree Structured Business Data.
Proceedings of the Australasian Conference on Information Systems, 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. Ind. Electron., 2011

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

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

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

An information presentation method based on tree-like super entity component.
J. Syst. Softw., 2011

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

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

A mobile-based emergency response system for intelligent m-government services.
J. Enterp. Inf. Manag., 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.
Int. J. Comput. Intell. Appl., 2011

A Seasonal Auto-Regressive Model Based Support Vector Regression Prediction Method for H5N1 avian Influenza Animal Events.
Int. J. Comput. Intell. Appl., 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.
Eur. J. Oper. Res., 2011

An Algorithm for Solving Rule Sets-Based Bilevel Decision Problems.
Comput. Intell., 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 Syst., 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. Univers. Comput. Sci., 2010

Fuzzy bilevel programming with multiple objectives and cooperative multiple followers.
J. Glob. Optim., 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 Res., 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

A Framework for Delivering Personalized e-Government Tourism Services.
Proceedings of the WEBIST 2010, 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

A hybrid recommendation approach for hierarchical items.
Proceedings of the 2010 IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2010

Adaptive inference-based learning and rule generation algorithms in Fuzzy Neural Network for failure prediction.
Proceedings of the 2010 IEEE International Conference on Intelligent Systems and Knowledge Engineering, 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.
Int. J. Web Inf. Syst., 2009

A Fuzzy Multi-Objective bilevel Decision Support System.
Int. J. Inf. Technol. Decis. Mak., 2009

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

A linguistic multi-criteria group decision support system for fabric hand evaluation.
Fuzzy Optim. Decis. Mak., 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.
J. Multiple Valued Log. Soft Comput., 2008

Decision Making in Multi-Issue e-Market Auction Using Fuzzy Techniques and Negotiable Attitudes.
J. Theor. Appl. Electron. Commer. Res., 2008

An algorithm for fuzzy multi-objective multi-follower partial cooperative bilevel programming.
J. Intell. Fuzzy Syst., 2008

Fuzzy bilevel Programming: Multi-Objective and Multi-Follower with Shared Variables.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2008

A lambda-Cut Approximate Algorithm for Goal-Based bilevel Risk Management Systems.
Int. J. Inf. Technol. Decis. Mak., 2008

An Extended <i>K</i>th-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

m-Government: A framework of mobile-based emergency response systems.
Proceedings of the 3rd International Conference on Intelligent System and Knowledge Engineering, 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 <i>alpha</i>-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.
J. Intell. Fuzzy Syst., 2007

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

Model and approach of fuzzy bilevel decision making for logistics planning problem.
J. Enterp. Inf. Manag., 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.
Int. J. Inf. Technol. Decis. Mak., 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.
Appl. Math. Comput., 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.
Appl. Math. Comput., 2006

An extended branch and bound algorithm for linear bilevel programming.
Appl. Math. Comput., 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 <i>K</i> th-Best Approach for Linear Bilevel Multi-follower Programming.
J. Glob. Optim., 2005

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

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

On the definition of linear bilevel programming solution.
Appl. Math. Comput., 2005

An extended Kth-best approach for linear bilevel programming.
Appl. Math. Comput., 2005

An extended Kuhn-Tucker approach for linear bilevel programming.
Appl. Math. Comput., 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.
Electron. Commer. Res., 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.
Inf. Syst. Frontiers, 2003

Formulation of fuzzy linear programming problems as four-objective constrained optimization problems.
Appl. Math. Comput., 2003

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

2001
A Prototype of Multi-Objective Group Decision Support System with a Group AggregationMethod base.
Proceedings of the Australasian Conference on Information Systems, 2001


  Loading...