Guangquan Zhang

Neurocomputing, 2025

2024

Type-LDD: A Type-Driven Lite Concept Drift Detector for Data Streams.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., December, 2024

Disentangling Stochastic PDE Dynamics for Unsupervised Video Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., November, 2024

Dynamic Graph Regularization for Multi-Stream Concept Drift Self-Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., November, 2024

Fuzzy Shared Representation Learning for Multistream Classification.

[BibT_eX]

[DOI]

En Yu

IEEE Trans. Fuzzy Syst., October, 2024

TS-DM: A Time Segmentation-Based Data Stream Learning Method for Concept Drift Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., October, 2024

Deep Reinforcement Learning in Nonstationary Environments With Unknown Change Points.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., September, 2024

AMT-CDR: A Deep Adversarial Multi-Channel Transfer Network for Cross-Domain Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., August, 2024

Unsupervised Domain Adaptation Enhanced by Fuzzy Prompt Learning.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., July, 2024

Fuzzy Machine Learning: A Comprehensive Framework and Systematic Review.

[BibT_eX]

[DOI]

Guangzhi Ma

IEEE Trans. Fuzzy Syst., July, 2024

Multisource Domain Adaptation With Interval-Valued Target Data via Fuzzy Neural Networks.

[BibT_eX]

[DOI]

Guangzhi Ma

IEEE Trans. Fuzzy Syst., May, 2024

Domain Adaptation With Interval-Valued Observations: Theory and Algorithms.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., May, 2024

Multidomain Adaptation With Sample and Source Distillation.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., April, 2024

An Extremely Simple Algorithm for Source Domain Reconstruction.

[BibT_eX]

[DOI]

Zhen Fang

IEEE Trans. Cybern., March, 2024

Multiclass Classification With Fuzzy-Feature Observations: Theory and Algorithms.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., February, 2024

Robust Gaussian Process Regression With Input Uncertainty: A PAC-Bayes Perspective.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., February, 2024

Source-Free Unsupervised Domain Adaptation: Current research and future directions.

[BibT_eX]

[DOI]

Neurocomputing, January, 2024

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

[BibT_eX]

[DOI]

Neurocomputing, 2024

A self-adaptive ensemble for user interest drift learning.

[BibT_eX]

[DOI]

Neurocomputing, 2024

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

[BibT_eX]

[DOI]

Zhaoqing Liu

Neurocomputing, 2024

Multi-source domain adaptation handling inaccurate label spaces.

[BibT_eX]

[DOI]

Neurocomputing, 2024

Sharpness-Aware Cross-Domain Recommendation to Cold-Start Users.

[BibT_eX]

[DOI]

CoRR, 2024

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

[BibT_eX]

[DOI]

CoRR, 2024

Responsible AI: Portraits with Intelligent Bibliometrics.

[BibT_eX]

[DOI]

CoRR, 2024

CLIP-Enhanced Unsupervised Domain Adaptation with Consistency Regularization.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Adaptive Stabilization Based on Machine Learning for Column Generation.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Knowledge Distillation with Auxiliary Variable.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Enhancing Vision-Language Models Incorporating TSK Fuzzy System for Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Fuzzy Systems, 2024

Bidirectional Dependency Representation Disentanglement for Time Series Classification.

[BibT_eX]

[DOI]

Tianren Zhao

Proceedings of the AI 2024: Advances in Artificial Intelligence, 2024

Online Boosting Adaptive Learning under Concept Drift for Multistream Classification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Multi-Stream Concept Drift Self-Adaptation Using Graph Neural Network.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., December, 2023

Source-Free Multidomain Adaptation With Fuzzy Rule-Based Deep Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., December, 2023

Heterogeneous Multidomain Recommender System Through Adversarial Learning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., November, 2023

Artificial intelligence-driven biomedical genomics.

[BibT_eX]

[DOI]

Knowl. Based Syst., November, 2023

Bridging the Theoretical Bound and Deep Algorithms for Open Set Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., August, 2023

Learning Data Streams With Changing Distributions and Temporal Dependency.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., August, 2023

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

[BibT_eX]

[DOI]

J. Assoc. Inf. Sci. Technol., July, 2023

Concept Drift Detection Delay Index.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., May, 2023

Dynamic Classifier Alignment for Unsupervised Multi-Source Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., May, 2023

A Deep Dual Adversarial Network for Cross-Domain Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., April, 2023

Evolving Gradient Boost: A Pruning Scheme Based on Loss Improvement Ratio for Learning Under Concept Drift.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., April, 2023

Direct Learning With Multi-Task Neural Networks for Treatment Effect Estimation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., March, 2023

Detecting group concept drift from multiple data streams.

[BibT_eX]

[DOI]

Pattern Recognit., 2023

Semi-Supervised Heterogeneous Domain Adaptation: Theory and Algorithms.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2023

Improving proximal policy optimization with alpha divergence.

[BibT_eX]

[DOI]

Neurocomputing, 2023

TCR-M: A Topic Change Recognition-based Method for Data Stream Learning.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

Domain Adaptation for Image Segmentation with Category-Guide Classifier.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Intelligent Systems and Knowledge Engineering, 2023

One-step Domain Adaptation Approach with Partial Label.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2023

Meta OOD Learning For Continuously Adaptive OOD Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

BiblioEngine: An AI-Empowered Platform for Disease Genetic Knowledge Mining.

[BibT_eX]

[DOI]

Proceedings of the Health Information Science - 12th International Conference, 2023

Interval-Valued Observations-Based Multi-Source Domain Adaptation Using Fuzzy Neural Networks.

[BibT_eX]

[DOI]

Guangzhi Ma

Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

Attention-Bridging TS Fuzzy Rules for Universal Multi-Domain Adaptation Without Source Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

An Augmented Learning Approach for Multiple Data Streams Under Concept Drift.

[BibT_eX]

[DOI]

Proceedings of the AI 2023: Advances in Artificial Intelligence, 2023

2022

MORStreaming: A Multioutput Regression System for Streaming Data.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2022

Learning From a Complementary-Label Source Domain: Theory and Algorithms.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

A Segment-Based Drift Adaptation Method for Data Streams.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Multi-Source Contribution Learning for Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

An Online Robust Support Vector Regression for Data Streams.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Real-Time Prediction System of Train Carriage Load Based on Multi-Stream Fuzzy Learning.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Topology Learning-Based Fuzzy Random Neural Networks for Streaming Data Regression.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2022

Continuous Support Vector Regression for Nonstationary Streaming Data.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

A Drift Region-Based Data Sample Filtering Method.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

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

[BibT_eX]

[DOI]

Inf. Sci., 2022

Transfer learning based on sparse Gaussian process for regression.

[BibT_eX]

[DOI]

Inf. Sci., 2022

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

[BibT_eX]

[DOI]

Neurocomputing, 2022

A quantile fusion methodology for deep forecasting.

[BibT_eX]

[DOI]

Neurocomputing, 2022

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

[BibT_eX]

[DOI]

Neurocomputing, 2022

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

[BibT_eX]

[DOI]

CoRR, 2022

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

[BibT_eX]

[DOI]

CoRR, 2022

Source-Free Multi-Domain Adaptation with Generally Auxiliary Model Training.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

An Empirical Study of Fuzzy Decision Tree for Gradient Boosting Ensemble.

[BibT_eX]

[DOI]

Proceedings of the AI 2021: Advances in Artificial Intelligence, 2022

2021

Diverse Instance-Weighting Ensemble Based on Region Drift Disagreement for Concept Drift Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Open Set Domain Adaptation: Theoretical Bound and Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Bayesian Nonparametric Unsupervised Concept Drift Detection for Data Stream Mining.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2021

Multisource Heterogeneous Unsupervised Domain Adaptation via Fuzzy Relation Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2021

Concept Drift Detection: Dealing With Missing Values via Fuzzy Distance Estimations.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2021

A Fuzzy Word Similarity Measure for Selecting Top-$k$ Similar Words in Query Expansion.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2021

Concept Drift Detection via Equal Intensity k-Means Space Partitioning.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2021

Ethics and privacy of artificial intelligence: Understandings from bibliometrics.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Multi-source transfer regression via source-target pairwise segment.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Domain-specific meta-embedding with latent semantic structures.

[BibT_eX]

[DOI]

Inf. Sci., 2021

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

[BibT_eX]

[DOI]

Neurocomputing, 2021

A cross-domain recommender system through information transfer for medical diagnosis.

[BibT_eX]

[DOI]

Decis. Support Syst., 2021

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

[BibT_eX]

[DOI]

CoRR, 2021

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

[BibT_eX]

[DOI]

CoRR, 2021

Automatic Learning to Detect Concept Drift.

[BibT_eX]

[DOI]

CoRR, 2021

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

[BibT_eX]

[DOI]

CoRR, 2021

An Efficient Bayesian Neural Network for Multiple Data Streams.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

Learning Bounds for Open-Set Learning.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Learning from Imprecise Observations: An Estimation Error Bound based on Fuzzy Random Variables.

[BibT_eX]

[DOI]

Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

Multi-Source Domain Adaptation with Fuzzy-Rule based Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

How Does the Combined Risk Affect the Performance of Unsupervised Domain Adaptation Approaches?

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Web event evolution trend prediction based on its computational social context.

[BibT_eX]

[DOI]

World Wide Web, 2020

Online Topology Learning by a Gaussian Membership-Based Self-Organizing Incremental Neural Network.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Heterogeneous Domain Adaptation: An Unsupervised Approach.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

A Causal Dirichlet Mixture Model for Causal Inference from Observational Data.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2020

Fuzzy Clustering-Based Adaptive Regression for Drifting Data Streams.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2020

Fuzzy Multiple-Source Transfer Learning.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2020

A Transfer-Based Additive LS-SVM Classifier for Handling Missing Data.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

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

[BibT_eX]

[DOI]

Neurocomputing, 2020

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

[BibT_eX]

[DOI]

Neurocomputing, 2020

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

[BibT_eX]

[DOI]

Neurocomputing, 2020

Framework of Computational Intelligence-Enhanced Knowledge Base Construction: Methodology and A Case of Gene-Related Cardiovascular Disease.

[BibT_eX]

[DOI]

Int. J. Comput. Intell. Syst., 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

Multiple-source Domain Adaptation in Rule-based Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Fast Switch Naïve Bayes to Avoid Redundant Update for Concept Drift Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Multi-Source Domain Adaptation with Distribution Fusion and Relationship Extraction.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Cross-Domain Recommendation with Multiple Sources.

[BibT_eX]

[DOI]

Qian Zhang

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Clarinet: A One-step Approach Towards Budget-friendly Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Learning Deep Kernels for Non-Parametric Two-Sample Tests.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

A Fuzzy Drift Correlation Matrix for Multiple Data Stream Regression.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

A Novel Non-parametric Two-Sample Test on Imprecise Observations.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

Real-Time Decision Making for Train Carriage Load Prediction via Multi-stream Learning.

[BibT_eX]

[DOI]

Proceedings of the AI 2020: Advances in Artificial Intelligence, 2020

An Elastic Gradient Boosting Decision Tree for Concept Drift Learning.

[BibT_eX]

[DOI]

Proceedings of the AI 2020: Advances in Artificial Intelligence, 2020

Recommender Systems - Advanced Developments

[BibT_eX]

[DOI]

Qian Zhang

Intelligent Information Systems 6, WorldScientific, ISBN: 9789811224645, 2020

2019

Hierarchy Visualization for Group Recommender Systems.

[BibT_eX]

[DOI]

Wei Wang

IEEE Trans. Syst. Man Cybern. Syst., 2019

Deep Additive Least Squares Support Vector Machines for Classification With Model Transfer.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2019

A Cross-Domain Recommender System With Kernel-Induced Knowledge Transfer for Overlapping Entities.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2019

Learning under Concept Drift: A Review.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

Fuzzy Rule-Based Domain Adaptation in Homogeneous and Heterogeneous Spaces.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2019

Fuzzy Transfer Learning Using an Infinite Gaussian Mixture Model and Active Learning.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2019

Data-Driven Decision-Making (D3M): Framework, Methodology, and Directions.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., 2019

Regularizing Knowledge Transfer in Recommendation With Tag-Inferred Correlation.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2019

Cross-domain network representations.

[BibT_eX]

[DOI]

Shan Xue

Pattern Recognit., 2019

A deeper graph neural network for recommender systems.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2019

Multiobjective e-commerce recommendations based on hypergraph ranking.

[BibT_eX]

[DOI]

Inf. Sci., 2019

TruGRC: Trust-Aware Group Recommendation with Virtual Coordinators.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2019

A Survey on Bayesian Nonparametric Learning.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2019

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

[BibT_eX]

[DOI]

CoRR, 2019

Cooperative hierarchical Dirichlet processes: Superposition vs. maximization.

[BibT_eX]

[DOI]

Artif. Intell., 2019

Enhancing Fashion Recommendation with Visual Compatibility Relationship.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Deep Uncertainty Quantification: A Machine Learning Approach for Weather Forecasting.

[BibT_eX]

[DOI]

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.

[BibT_eX]

Proceedings of the 17th International Conference on Scientometrics and Informetrics, 2019

A Recommender System for Cold-start Items: A Case Study in the Real Estate Industry.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019

Drift Adaptation via Joint Distribution Alignment.

[BibT_eX]

[DOI]

Bin Zhang

Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019

Cross-domain Recommendation with Semantic Correlation in Tagging Systems.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

A Hybrid Incremental Regression Neural Network for Uncertain Data Streams.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

RsyGAN: Generative Adversarial Network for Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

Unsupervised Domain Adaptation with Sphere Retracting Transformation.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

Fuzzy Transfer Learning in Heterogeneous Space Using Takagi-Sugeno Fuzzy Models.

[BibT_eX]

[DOI]

Proceedings of the Fuzzy Techniques: Theory and Applications, 2019

One-Stage Deep Instrumental Variable Method for Causal Inference from Observational Data.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Domain Selection of Transfer Learning in Fuzzy Prediction Models.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

A Novel Fuzzy Neural Network for Unsupervised Domain Adaptation in Heterogeneous Scenarios.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

2018

Opinion Dynamics-Based Group Recommender Systems.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2018

Doubly Nonparametric Sparse Nonnegative Matrix Factorization Based on Dependent Indian Buffet Processes.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Granular Fuzzy Regression Domain Adaptation in Takagi-Sugeno Fuzzy Models.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2018

Two-Stage Fuzzy Multiple Kernel Learning Based on Hilbert-Schmidt Independence Criterion.

[BibT_eX]

[DOI]

Tinghua Wang

IEEE Trans. Fuzzy Syst., 2018

Unsupervised Heterogeneous Domain Adaptation via Shared Fuzzy Equivalence Relations.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2018

Structural property-aware multilayer network embedding for latent factor analysis.

[BibT_eX]

[DOI]

Pattern Recognit., 2018

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

[BibT_eX]

[DOI]

Pattern Recognit., 2018

Fuzzy competence model drift detection for data-driven decision support systems.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2018

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

[BibT_eX]

[DOI]

J. Informetrics, 2018

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

[BibT_eX]

[DOI]

Inf. Sci., 2018

Bayesian Deep Reinforcement Learning via Deep Kernel Learning.

[BibT_eX]

[DOI]

Int. J. Comput. Intell. Syst., 2018

Active Fuzzy Weighting Ensemble for Dealing with Concept Drift.

[BibT_eX]

[DOI]

Int. J. Comput. Intell. Syst., 2018

Deep Uncertainty Learning: A Machine Learning Approach for Weather Forecasting.

[BibT_eX]

[DOI]

CoRR, 2018

Cross-domain Recommendation with Consistent Knowledge Transfer by Subspace Alignment.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2018, 2018

An Incremental Dual nu-Support Vector Regression Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

A Framework of Transferring Structures Across Large-scale Information Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Explore Uncertainty in Residual Networks for Crowds Flow Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Fuzzy Domain Adaptation Using Unlabeled Target Data.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 25th International Conference, 2018

Cross-domain Recommendation with Probabilistic Knowledge Transfer.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 25th International Conference, 2018

Deep Multi-task Learning for Air Quality Prediction.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 25th International Conference, 2018

A Dual Neural Network Based On Confidence Intervals For Fuzzy Random Regression Problems.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

A Self-adaptive Fuzzy Network for Prediction in Non-stationary Environments.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

Unconstrained fuzzy feature fusion for heterogeneous unsupervised domain adaptation.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

Counterfactual Inference with Hidden Confounders Using Implicit Generative Models.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Zheng Yan

Proceedings of the AI 2018: Advances in Artificial Intelligence, 2018

Predicting the dynamics of scientific activities: A diffusion-based network analytic methodology.

[BibT_eX]

[DOI]

Proceedings of the Building & Sustaining an Ethical Future with Emerging Technology, 2018

Semantic Structure-Based Word Embedding by Incorporating Concept Convergence and Word Divergence.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Bayesian Nonparametric Relational Topic Model through Dependent Gamma Processes.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Fuzzy Regression Transfer Learning in Takagi-Sugeno Fuzzy Models.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2017

An Incremental Learning of Concept Drifts Using Evolving Type-2 Recurrent Fuzzy Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2017

Guest Editorial Special Section on Fuzzy Systems in Data Science.

[BibT_eX]

[DOI]

Francisco Herrera

IEEE Trans. Fuzzy Syst., 2017

An Incremental Type-2 Meta-Cognitive Extreme Learning Machine.

[BibT_eX]

[DOI]

Meng Joo Er

Sreenatha G. Anavatti

IEEE Trans. Cybern., 2017

Multirelational Social Recommendations via Multigraph Ranking.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

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

[BibT_eX]

[DOI]

Scientometrics, 2017

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

[BibT_eX]

[DOI]

Scientometrics, 2017

A Bayesian nonparametric model for multi-label learning.

[BibT_eX]

[DOI]

Mach. Learn., 2017

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

[BibT_eX]

[DOI]

Knowl. Based Syst., 2017

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

[BibT_eX]

[DOI]

J. Assoc. Inf. Sci. Technol., 2017

Explicitly and implicitly exploiting the hierarchical structure for mining website interests on news events.

[BibT_eX]

[DOI]

Inf. Sci., 2017

Tri-level decision-making for decentralized vendor-managed inventory.

[BibT_eX]

[DOI]

Jialin Han

Inf. Sci., 2017

A cross-domain recommender system with consistent information transfer.

[BibT_eX]

[DOI]

Decis. Support Syst., 2017

Cooperative Hierarchical Dirichlet Processes: Superposition vs. Maximization.

[BibT_eX]

[DOI]

CoRR, 2017

Heterogeneous Unsupervised Cross-domain Transfer Learning.

[BibT_eX]

[DOI]

CoRR, 2017

Mixed Similarity Diffusion for Recommendation on Bipartite Networks.

[BibT_eX]

[DOI]

IEEE Access, 2017

Learning a fuzzy decision tree from uncertain data.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Intelligent Systems and Knowledge Engineering, 2017

Fast concept drift detection using singular vector decomposition.

[BibT_eX]

[DOI]

Dan Shang

Proceedings of the 12th International Conference on Intelligent Systems and Knowledge Engineering, 2017

Tri-level multi-follower decision-making in a partial-cooperative situation.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Intelligent Systems and Knowledge Engineering, 2017

Concept drift region identification via competence-based discrepancy distribution estimation.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

An output-based knowledge transfer approach and its application in bladder cancer prediction.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Regional Concept Drift Detection and Density Synchronized Drift Adaptation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Fuzzy rule-based transfer learning for label space adaptation.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

A fuzzy kernel c-means clustering model for handling concept drift in regression.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Fuzzy time windowing for gradual concept drift adaptation.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Heterogeneous unsupervised domain adaptation based on fuzzy feature fusion.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Enhanced word embedding similarity measures using fuzzy rules for query expansion.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

2016

Uncertainty Analysis for the Keyword System of Web Events.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2016

Measuring the Semantic Uncertainty of News Events for Evolution Potential Estimation.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2016

Evolving Type-2 Fuzzy Classifier.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2016

A safety-critical decision support system evaluation using situation awareness and workload measures.

[BibT_eX]

[DOI]

Reliab. Eng. Syst. Saf., 2016

A hybrid similarity measure method for patent portfolio analysis.

[BibT_eX]

[DOI]

J. Informetrics, 2016

Pessimistic bilevel optimization model for risk-averse production-distribution planning.

[BibT_eX]

[DOI]

Inf. Sci., 2016

Multilevel decision-making: A survey.

[BibT_eX]

[DOI]

Inf. Sci., 2016

A solution to bi/tri-level programming problems using particle swarm optimization.

[BibT_eX]

[DOI]

Inf. Sci., 2016

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

[BibT_eX]

[DOI]

Sreenatha G. Anavatti

Neurocomputing, 2016

Fuzzy Bi-level Decision-Making Techniques: A Survey.

[BibT_eX]

[DOI]

Jialin Han

Int. J. Comput. Intell. Syst., 2016

Member contribution-based group recommender system.

[BibT_eX]

[DOI]

Wei Wang

Decis. Support Syst., 2016

A concept drift-tolerant case-base editing technique.

[BibT_eX]

[DOI]

Ramón López de Mántaras

Artif. Intell., 2016

Multi-instance graphical transfer clustering for traffic data learning.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Concept drift detection based on equal density estimation.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Fuzzy user-interest drift detection based recommender systems.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

A fast load pattern extraction approach based on dimension reduction and sampling.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

Enhancing cross domain recommendation with domain dependent tags.

[BibT_eX]

[DOI]

Peng Hao

Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

An Online Competence-Based Concept Drift Detection Algorithm.

[BibT_eX]

[DOI]

Proceedings of the AI 2016: Advances in Artificial Intelligence, 2016

2015

Multi-Level Decision Making - Models, Methods and Applications

[BibT_eX]

[DOI]

Intelligent Systems Reference Library 82, Springer, ISBN: 978-3-662-46059-7, 2015

A Fuzzy Preference Tree-Based Recommender System for Personalized Business-to-Business E-Services.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2015

A Fuzzy Tree Matching-Based Personalized E-Learning Recommender System.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2015

Multistep Fuzzy Bridged Refinement Domain Adaptation Algorithm and Its Application to Bank Failure Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2015

Topic Model for Graph Mining.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2015

An abnormal situation modeling method to assist operators in safety-critical systems.

[BibT_eX]

[DOI]

Reliab. Eng. Syst. Saf., 2015

A patent time series processing component for technology intelligence by trend identification functionality.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2015

Transfer learning using computational intelligence: A survey.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2015

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

[BibT_eX]

[DOI]

Inf. Sci., 2015

Collaborative Filtering with Entropy-Driven User Similarity in Recommender Systems.

[BibT_eX]

[DOI]

Wei Wang

Int. J. Intell. Syst., 2015

Recommender system application developments: A survey.

[BibT_eX]

[DOI]

Decis. Support Syst., 2015

Nonparametric Relational Topic Models through Dependent Gamma Processes.

[BibT_eX]

[DOI]

CoRR, 2015

Nonnegative Multi-level Network Factorization for Latent Factor Analysis.

[BibT_eX]

[DOI]

CoRR, 2015

A new solution algorithm for solving rule-sets based bilevel decision problems.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2015

A Novel Meta-Cognitive Extreme Learning Machine to Learning from Data Streams.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Systems, 2015

Transfer Learning in Hierarchical Feature Spaces.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Intelligent Systems and Knowledge Engineering, 2015

A Framework of Hybrid Recommender System for Personalized Clinical Prescription.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Intelligent Systems and Knowledge Engineering, 2015

Semantic-Based Technology Trend Analysis.

[BibT_eX]

[DOI]

Chao Yang

Donghua Zhu

Proceedings of the 10th International Conference on Intelligent Systems and Knowledge Engineering, 2015

Heterogeneous Feature Space Based Task Selection Machine for Unsupervised Transfer Learning.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Intelligent Systems and Knowledge Engineering, 2015

SEIR Immune Strategy for Instance Weighted Naive Bayes Classification.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Infinite Author Topic Model Based on Mixed Gamma-Negative Binomial Process.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

An incremental interval Type-2 neural fuzzy Classifier.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

A fuzzy content matching-based e-Commerce recommendation approach.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Feature Spaces-based Transfer Learning.

[BibT_eX]

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

A Customer Churn Prediction Model in Telecom Industry Using Boosting.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2014

Fuzzy Refinement Domain Adaptation for Long Term Prediction in Banking Ecosystem.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2014

An Intelligent System by fuzzy reliability Algorithm in Fault Tree Analysis for nuclear Power plant Probabilistic Safety Assessment.

[BibT_eX]

[DOI]

Julwan Hendry Purba

Int. J. Comput. Intell. Appl., 2014

A fuzzy reliability assessment of basic events of fault trees through qualitative data processing.

[BibT_eX]

[DOI]

Fuzzy Sets Syst., 2014

An intelligent situation awareness support system for safety-critical environments.

[BibT_eX]

[DOI]

Decis. Support Syst., 2014

A three-level-similarity measuring method of participant opinions in multiple-criteria group decision supports.

[BibT_eX]

[DOI]

Decis. Support Syst., 2014

A bi-Level Decision Model for Customer Churn Analysis.

[BibT_eX]

[DOI]

Comput. Intell., 2014

Concept drift detection via competence models.

[BibT_eX]

[DOI]

Artif. Intell., 2014

Extension of similarity measures in VSM: From orthogonal coordinate system to affine coordinate system.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Concept Drift Detection Based on Anomaly Analysis.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 21st International Conference, 2014

Model and Algorithm for Multi-follower Tri-level Hierarchical Decision-Making.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

A fuzzy tree matching-based personalised e-learning recommender system.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

An extended bilevel programming model and its kth-best algorithm for dynamic decision making in emergency situations.

[BibT_eX]

[DOI]

Hong Zhou

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.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 2013

A hybrid fuzzy-based personalized recommender system for telecom products/services.

[BibT_eX]

[DOI]

Inf. Sci., 2013

FACETS: A cognitive business intelligence system.

[BibT_eX]

[DOI]

Inf. Syst., 2013

Fuzzy bridged Refinement Domain Adaptation: Long-Term Bank Failure Prediction.

[BibT_eX]

[DOI]

Int. J. Comput. Intell. Appl., 2013

A Web-Based Personalized Business Partner Recommendation System using Fuzzy Semantic Techniques.

[BibT_eX]

[DOI]

Comput. Intell., 2013

A Fuzzy Tree Similarity Measure and Its Application in Telecom Product Recommendation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2013

A Time-Series-Based Technology Intelligence Framework by Trend Prediction Functionality.

[BibT_eX]

[DOI]

Hongshu Chen

Proceedings of the IEEE International Conference on Systems, 2013

A fuzzy tree similarity based recommendation approach for telecom products.

[BibT_eX]

[DOI]

Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

A hybrid model for migrating customer segmentation with missing attributes.

[BibT_eX]

[DOI]

Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

A fuzzy dynamic bayesian network-based situation assessment approach.

[BibT_eX]

[DOI]

Proceedings of the FUZZ-IEEE 2013, 2013

Text categorization by fuzzy domain adaptation.

[BibT_eX]

[DOI]

Proceedings of the FUZZ-IEEE 2013, 2013

A fuzzy tri-level decision making algorithm and its application in supply chain.

[BibT_eX]

[DOI]

Proceedings of the 8th conference of the European Society for Fuzzy Logic and Technology, 2013

Optimal Cloud Resource Auto-Scaling for Web Applications.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

2012

Multifollower Trilevel Decision Making Models and System.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2012

A Method for Multiple Periodic Factor Prediction Problems Using Complex Fuzzy Sets.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2012

A special issue on new trends in Intelligent Decision Support Systems.

[BibT_eX]

[DOI]

Yang Xu

Tianrui Li

Knowl. Based Syst., 2012

Trusted interaction approach for dynamic service selection using multi-criteria decision making technique.

[BibT_eX]

[DOI]

Will Tao

Knowl. Based Syst., 2012

An Area defuzzification Technique to Assess nuclear Event Reliability Data from Failure Possibilities.

[BibT_eX]

[DOI]

Int. J. Comput. Intell. Appl., 2012

Risk Prediction Framework and Model for Bank External Fund Attrition.

[BibT_eX]

[DOI]

Hua Lin

Proceedings of the Advances on Computational Intelligence, 2012

A Similarity Measure on Tree Structured Business Data.

[BibT_eX]

[DOI]

Proceedings of the Australasian Conference on Information Systems, 2012

2011

A Fuzzy Hierarchical Multiple Criteria Group Decision Support System - Decider - and Its Applications.

[BibT_eX]

[DOI]

Proceedings of the Consensual Processes, 2011

Competitive Strategic Bidding Optimization in Electricity Markets Using Bilevel Programming and Swarm Technique.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 2011

Theme-Based Comprehensive Evaluation in New Product Development Using Fuzzy Hierarchical Criteria Group Decision-Making Method.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 2011

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

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2011

A Hybrid Knowledge-based Risk Prediction Method Using Fuzzy Logic and CBR for Avian Influenza Early Warning.

[BibT_eX]

[DOI]

J. Multiple Valued Log. Soft Comput., 2011

An information presentation method based on tree-like super entity component.

[BibT_eX]

[DOI]

Ruijun Zhang

J. Syst. Softw., 2011

Guest editorial: a special issue on optimization techniques for business intelligence systems.

[BibT_eX]

[DOI]

J. Glob. Optim., 2011

Particle swarm optimization for bi-level pricing problems in supply chains.

[BibT_eX]

[DOI]

J. Glob. Optim., 2011

Joint Sub-Classifiers One Class Classification Model for avian Influenza Outbreak Detection.

[BibT_eX]

[DOI]

Int. J. Comput. Intell. Appl., 2011

A Seasonal Auto-Regressive Model Based Support Vector Regression Prediction Method for H5N1 avian Influenza Animal Events.

[BibT_eX]

[DOI]

Int. J. Comput. Intell. Appl., 2011

Similarity measure models and algorithms for hierarchical cases.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2011

A knowledge-based multi-role decision support system for ore blending cost optimization of blast furnaces.

[BibT_eX]

[DOI]

Ruijun Zhang

Eur. J. Oper. Res., 2011

An Algorithm for Solving Rule Sets-Based Bilevel Decision Problems.

[BibT_eX]

[DOI]

Comput. Intell., 2011

Scaling-Up Item-Based Collaborative Filtering Recommendation Algorithm Based on Hadoop.

[BibT_eX]

[DOI]

Proceedings of the World Congress on Services, 2011

Fuzzy Similarity Measure Model for Trees with Duplicated Attributes.

[BibT_eX]

[DOI]

Proceedings of the Nonlinear Mathematics for Uncertainty and its Applications, 2011

Long term bank failure prediction using Fuzzy Refinement-based Transductive Transfer learning.

[BibT_eX]

[DOI]

Proceedings of the FUZZ-IEEE 2011, 2011

An Innovative Self-Adaptive Configuration Optimization System in Cloud Computing.

[BibT_eX]

[DOI]

Jing Jiang

Proceedings of the IEEE Ninth International Conference on Dependable, 2011

Combining one class classification models for avian influenza outbreaks.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE Symposium on Computational Intelligence in Multicriteria Decision-Making, 2011

2010

A bm Lambda -Cut and Goal-Programming-Based Algorithm for Fuzzy-Linear Multiple-Objective Bilevel Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2010

Adaptive pruning algorithm for least squares support vector machine classifier.

[BibT_eX]

[DOI]

Xiaowei Yang

Soft Comput., 2010

Team situation awareness measure using semantic utility functions for supporting dynamic decision-making.

[BibT_eX]

[DOI]

Soft Comput., 2010

A special issue on decision intelligence with soft computing.

[BibT_eX]

[DOI]

Soft Comput., 2010

A state-based knowledge representation approach for information logical inconsistency detection in warning systems.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2010

Decider: A fuzzy multi-criteria group decision support system.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2010

A special issue on Intelligent Decision Support and Warning Systems.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2010

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

[BibT_eX]

[DOI]

J. Univers. Comput. Sci., 2010

Fuzzy bilevel programming with multiple objectives and cooperative multiple followers.

[BibT_eX]

[DOI]

J. Glob. Optim., 2010

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

[BibT_eX]

[DOI]

Inf. Sci., 2010

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

[BibT_eX]

[DOI]

Internet Res., 2010

Power Distribution System Planning Evaluation by a Fuzzy Multi-Criteria Group Decision Support System.

[BibT_eX]

[DOI]

Int. J. Comput. Intell. Syst., 2010

Metamorphic testing of decision support systems: a case study.

[BibT_eX]

[DOI]

IET Softw., 2010

Collaborative management of web ontology data with flexible access control.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2010

A Knowledge-based Efficiency Assessment System for Distribution Network using Data Envelopment Analysis.

[BibT_eX]

[DOI]

Proceedings of the Fourth IEEE International Conference on Research Challenges in Information Science, 2010

A hybrid recommendation approach for hierarchical items.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

A fuzzy matching based recommendation approach for mobile products/services.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

A new hybrid evolutionary algorithm with quasi-simplex technique.

[BibT_eX]

[DOI]

Guo-Li Zhang

Haiyan Lu

Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

Detecting Change via Competence Model.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning. Research and Development, 2010

A Hybrid Approach for Fault Tree Analysis Combining Probabilistic Method with Fuzzy Numbers.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2010

Delta-equalities of Complex Fuzzy Relations.

[BibT_eX]

[DOI]

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Inf. Sci., 2009

Web ontology data matching for integration: method and framework.

[BibT_eX]

[DOI]

Int. J. Web Inf. Syst., 2009

A Fuzzy Multi-Objective bilevel Decision Support System.

[BibT_eX]

[DOI]

Int. J. Inf. Technol. Decis. Mak., 2009

Operation properties and delta-equalities of complex fuzzy sets.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2009

A linguistic multi-criteria group decision support system for fabric hand evaluation.

[BibT_eX]

[DOI]

Fuzzy Optim. Decis. Mak., 2009

Rule sets based bilevel decision model and algorithm.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2009

Information inconsistencies detection using a rule-map technique.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2009

Cost-benefit factor analysis in e-services using bayesian networks.

[BibT_eX]

[DOI]

Chenggang Bai

Expert Syst. Appl., 2009

A Hybrid Knowledge-based Prediction Method for Avian Influenza Early Warning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2009

A Bilevel Optimization Model and a PSO-based Algorithm in Day-ahead Electricity Markets.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2009

A particle swarm optimization based algorithm for fuzzy bilevel decision making with constraints-shared followers.

[BibT_eX]

[DOI]

Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009

A Decision Making Model for Vendor-Buyer Inventory Systems.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets, 2009

A Fuzzy Bilevel Model and a PSO-Based Algorithm for Day-Ahead Electricity Market Strategy Making.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2009

An Integrated Knowledge Adaption Framework for Case-Based Reasoning Systems.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2009

Using attribute and attitude assessment for bidding in automated auctions.

[BibT_eX]

[DOI]

Madhu Lata Goyal

Proceedings of the iiWAS'2009, 2009

Maintaining Footprint-Based Retrieval for Case Deletion.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing, 16th International Conference, 2009

A Fuzzy Bi-level Pricing Model and a PSO Based Algorithm in Supply Chains.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing, 16th International Conference, 2009

Impute Missing Assessments by Opinion Clustering in Multi-Criteria Group Decision Making Problems.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Fuzzy Sets and Their Extensions: Representation, Aggregation and Models, 2008

An Approximation Kuhn-Tucker Approach for Fuzzy Linear Bilevel Decision Making.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Decision Making: An AI-Based Approach, 2008

Intelligent multi-criteria fuzzy group decision-making for situation assessments.

[BibT_eX]

[DOI]

Soft Comput., 2008

Fuzzy Multi-objective Bilevel Decision Making by an Approximation Kth-Best Approach.

[BibT_eX]

[DOI]

J. Multiple Valued Log. Soft Comput., 2008

An algorithm for fuzzy multi-objective multi-follower partial cooperative bilevel programming.

[BibT_eX]

[DOI]

J. Intell. Fuzzy Syst., 2008

Fuzzy bilevel Programming: Multi-Objective and Multi-Follower with Shared Variables.

[BibT_eX]

[DOI]

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2008

A lambda-Cut Approximate Algorithm for Goal-Based bilevel Risk Management Systems.

[BibT_eX]

[DOI]

Int. J. Inf. Technol. Decis. Mak., 2008

An Extended Kth-Best Approach For Referential-Uncooperative Bilevel Multi-Follower Decision Making.

[BibT_eX]

[DOI]

Int. J. Comput. Intell. Syst., 2008

Team Situation Awareness using Web-Based Fuzzy Group Decision Support Systems.

[BibT_eX]

[DOI]

Int. J. Comput. Intell. Syst., 2008

Support vector machine-based multi-source multi-attribute information integration for situation assessment.

[BibT_eX]

[DOI]

Xiaowei Yang

Expert Syst. Appl., 2008

A Model of Cognition-Driven Decision Process for Business Intelligence.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008

A Particle Swarm Optimization Based Algorithm for Fuzzy Bilevel Decision Making with Objective-Shared Followers.

[BibT_eX]

[DOI]

Proceedings of the Simulated Evolution and Learning, 7th International Conference, 2008

An intelligent evaluation system for tourism websites in Shijiazhuang city.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Conference on Intelligent System and Knowledge Engineering, 2008

Team Situation Awareness measurement using group aggregation and implication operators.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Conference on Intelligent System and Knowledge Engineering, 2008

An ontology data matching method for web information integration.

[BibT_eX]

[DOI]

Proceedings of the iiWAS'2008, 2008

A fuzzy multi-criteria group decision support system for nonwoven based cosmetic product development evaluation.

[BibT_eX]

[DOI]

Proceedings of the FUZZ-IEEE 2008, 2008

A particle swarm optimization based algorithm for fuzzy bilevel decision making.

[BibT_eX]

[DOI]

Proceedings of the FUZZ-IEEE 2008, 2008

A Fuzzy Decision Support System for Garment New Product Development.

[BibT_eX]

[DOI]

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)

[BibT_eX]

[DOI]

Series in Electrical and Computer Engineering 6, WorldScientific, ISBN: 978-1-908979-25-4, 2007

E-Service Intelligence: An Introduction.

[BibT_eX]

[DOI]

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

E-Service Cost Benefit Evaluation and Analysis.

[BibT_eX]

[DOI]

Chenggang Bai

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.

[BibT_eX]

[DOI]

Soft Comput., 2007

Decentralized multi-objective bilevel decision making with fuzzy demands.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2007

On a generalized fuzzy goal optimization for solving fuzzy multi-objective linear programming problems.

[BibT_eX]

[DOI]

J. Intell. Fuzzy Syst., 2007

Model and extended Kuhn-Tucker approach for bilevel multi-follower decision making in a referential-uncooperative situation.

[BibT_eX]

[DOI]

J. Glob. Optim., 2007

Model and approach of fuzzy bilevel decision making for logistics planning problem.

[BibT_eX]

[DOI]

J. Enterp. Inf. Manag., 2007

An Extended Branch and Bound Algorithm for bilevel Multi-Follower Decision Making in a Referential-Uncooperative Situation.

[BibT_eX]

[DOI]

Int. J. Inf. Technol. Decis. Mak., 2007

Editorial: A special issue on e-service intelligence.

[BibT_eX]

[DOI]

Hans-Jürgen Zimmermann

Int. J. Intell. Syst., 2007

Erratum to "A fuzzy-set approach to treat determinacy and consistency of linguistic terms in multi-criteria decision making" [Int. J. Approx. Reasoning 44 (2007) 165-181].

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2007

A fuzzy-set approach to treat determinacy and consistency of linguistic terms in multi-criteria decision making.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2007

Mining key information of web pages: A method and its application.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2007

The Kth-best approach for linear bilevel multifollower programming with partial shared variables among followers.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2007

Creating and Managing Ontology Data on the Web: A Semantic Wiki Approach.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering, 2007

An Exploratory Cognitive Business Intelligence System.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Advances in Data and Web Management, 2007

A Constrained Clustering Approach to Duplicate Detection Among Relational Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

Enriching Executives' Situation Awareness and Mental Models - A Conceptual ESS Framework.

[BibT_eX]

Proceedings of the ICEIS 2007, 2007

Models and Algorithm for Fuzzy Multi-objective Multi-follower Linear Bilevel Programming.

[BibT_eX]

[DOI]

Proceedings of the FUZZ-IEEE 2007, 2007

The Development of A Fuzzy Multi-Objective Group Decision Support System.

[BibT_eX]

[DOI]

Proceedings of the FUZZ-IEEE 2007, 2007

A Two-level Information Filtering Model in Generating Warning Information.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Computational Intelligence in Multicriteria Decision Making, 2007

2006

On bilevel multi-follower decision making: General framework and solutions.

[BibT_eX]

[DOI]

Inf. Sci., 2006

A new approximate algorithm for solving multiple objective linear programming problems with fuzzy parameters.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2006

An extended branch and bound algorithm for linear bilevel programming.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2006

Integration of Ontology Data through Learning Instance Matching.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2006), 2006

A Fast Data Preprocessing Procedure for Support Vector Regression.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning, 2006

A Novel Fuzzy Attitude Based Bidding Strategy for Multi-attribute Auction.

[BibT_eX]

[DOI]

Madhu Lata Goyal

Proceedings of the 2006 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2006

Customer Online Shopping Behaviours Analysis Using Bayesian Networks.

[BibT_eX]

[DOI]

Proceedings of the AI 2006: Advances in Artificial Intelligence, 2006

Rule sets based bilevel decision model.

[BibT_eX]

[DOI]

Proceedings of the Computer Science 2006, 2006

2005

Personalized Multi-Stage Decision Support in Reverse Logistics Management.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Mining: Techniques and Applications, 2005

The K th-Best Approach for Linear Bilevel Multi-follower Programming.

[BibT_eX]

[DOI]

J. Glob. Optim., 2005

The Definition of Optimal Solution and an Extended Kuhn-Tucker Approach for Fuzzy Linear Bilevel Programming.

[BibT_eX]

[DOI]

IEEE Intell. Informatics Bull., 2005

Web-based Multi-Criteria Group Decision Support System with Linguistic Term Processing Function.

[BibT_eX]

[DOI]

IEEE Intell. Informatics Bull., 2005

On the definition of linear bilevel programming solution.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2005

An extended Kth-best approach for linear bilevel programming.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2005

An extended Kuhn-Tucker approach for linear bilevel programming.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2005

A Semantic Classification Approach for Online Product Reviews.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2005

Development and Implementation on a Fuzzy Multiple Objective Decision Support System.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005

Multi-follower linear bilevel programming: model and Kuhn-Tucker approach.

[BibT_eX]

Proceedings of the AC 2005, 2005

A decision support system prototype for fuzzy multiple objective optimization.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Madhu Lata Goyal

Proceedings of the 2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), 2005

A Hybrid Recommendation Approach for One-and-Only Items.

[BibT_eX]

[DOI]

Xuetao Guo