2024
Federated Fuzzy Transfer Learning With Domain and Category Shifts.
IEEE Trans. Fuzzy Syst., December, 2024
Multidomain Adaptation With Sample and Source Distillation.
IEEE Trans. Cybern., April, 2024
Multi-source domain adaptation handling inaccurate label spaces.
Neurocomputing, 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
Bidirectional Dependency Representation Disentanglement for Time Series Classification.
Proceedings of the AI 2024: Advances in Artificial Intelligence, 2024
2023
Source-Free Multidomain Adaptation With Fuzzy Rule-Based Deep Neural Networks.
IEEE Trans. Fuzzy Syst., December, 2023
Dynamic Classifier Alignment for Unsupervised Multi-Source Domain Adaptation.
IEEE Trans. Knowl. Data Eng., May, 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
Domain Adaptation for Image Segmentation with Category-Guide Classifier.
Proceedings of the 18th International Conference on Intelligent Systems and Knowledge Engineering, 2023
Attention-Bridging TS Fuzzy Rules for Universal Multi-Domain Adaptation Without Source Data.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023
Multiple Teacher Model for Continual Test-Time Domain Adaptation.
Proceedings of the AI 2023: Advances in Artificial Intelligence, 2023
Transformed Successor Features for Transfer Reinforcement Learning.
Proceedings of the AI 2023: Advances in Artificial Intelligence, 2023
2022
Multi-Source Contribution Learning for Domain Adaptation.
IEEE Trans. Neural Networks Learn. Syst., 2022
Fuzzy Multioutput Transfer Learning for Regression.
IEEE Trans. Fuzzy Syst., 2022
Source-Free Multi-Domain Adaptation with Generally Auxiliary Model Training.
Proceedings of the International Joint Conference on Neural Networks, 2022
2021
Multi-Source Domain Adaptation with Fuzzy-Rule based Deep Neural Networks.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021
2020
Fuzzy Multiple-Source Transfer Learning.
IEEE Trans. Fuzzy Syst., 2020
Distributed Feature Selection for Big Data Using Fuzzy Rough Sets.
IEEE Trans. Fuzzy Syst., 2020
Multiple-source Domain Adaptation in Rule-based Neural Network.
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
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
Fuzzy Transfer Learning in Heterogeneous Space Using Takagi-Sugeno Fuzzy Models.
Proceedings of the Fuzzy Techniques: Theory and Applications, 2019
Domain Selection of Transfer Learning in Fuzzy Prediction Models.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019
2018
Transfer learning in Takagi-Sugeno fuzzy models
PhD thesis, 2018
Granular Fuzzy Regression Domain Adaptation in Takagi-Sugeno Fuzzy Models.
IEEE Trans. Fuzzy Syst., 2018
Fuzzy Domain Adaptation Using Unlabeled Target Data.
Proceedings of the Neural Information Processing - 25th International Conference, 2018
2017
Fuzzy Regression Transfer Learning in Takagi-Sugeno Fuzzy Models.
IEEE Trans. Fuzzy Syst., 2017
Fuzzy rule-based transfer learning for label space adaptation.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017
2015
Transfer learning using computational intelligence: A survey.
Knowl. Based Syst., 2015
Transfer Learning in Hierarchical Feature Spaces.
Proceedings of the 10th International Conference on Intelligent Systems and Knowledge Engineering, 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
Research on multi-objective linear programming problem with fuzzy coefficients in constraints.
Int. J. Mach. Learn. Cybern., 2014
2013
Pareto Optimal Solution Analysis of Convex Multi-Objective Programming Problem.
J. Networks, 2013
Solution analysis of multi-objective programming problem.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2013
Fuzzy Number Ranking Based on Combination of Deviation Degree and Centroid.
Proceedings of the Information Computing and Applications - 4th International Conference, 2013
2012
An analysis of solutions for fuzzy multi-objective linear programming problem.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2012
Hybrid linear and nonlinear weight Particle Swarm Optimization algorithm.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2012