IEEE Transactions on Fuzzy Systems最新文献

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Investigating All Uncertainties in Hypergraph Representation Learning and Inference 研究超图表示学习和推理中的所有不确定性
IF 11.9 1区 计算机科学
IEEE Transactions on Fuzzy Systems Pub Date : 2025-08-06 DOI: 10.1109/tfuzz.2025.3573914
Hong-Yu Yao, Chun-Yang Zhang, Qian-Xi Tang, C. L. Philip Chen
{"title":"Investigating All Uncertainties in Hypergraph Representation Learning and Inference","authors":"Hong-Yu Yao, Chun-Yang Zhang, Qian-Xi Tang, C. L. Philip Chen","doi":"10.1109/tfuzz.2025.3573914","DOIUrl":"https://doi.org/10.1109/tfuzz.2025.3573914","url":null,"abstract":"","PeriodicalId":13212,"journal":{"name":"IEEE Transactions on Fuzzy Systems","volume":"92 1","pages":""},"PeriodicalIF":11.9,"publicationDate":"2025-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144792418","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Noise-Aware Weighted Fuzzy Rough Set Model for Feature Selection 基于噪声感知的加权模糊粗糙集特征选择模型
IF 11.9 1区 计算机科学
IEEE Transactions on Fuzzy Systems Pub Date : 2025-08-06 DOI: 10.1109/tfuzz.2025.3596266
Changzhong Wang, Bingxi Deng, Shuang An, Yang Huang
{"title":"A Noise-Aware Weighted Fuzzy Rough Set Model for Feature Selection","authors":"Changzhong Wang, Bingxi Deng, Shuang An, Yang Huang","doi":"10.1109/tfuzz.2025.3596266","DOIUrl":"https://doi.org/10.1109/tfuzz.2025.3596266","url":null,"abstract":"","PeriodicalId":13212,"journal":{"name":"IEEE Transactions on Fuzzy Systems","volume":"161 1","pages":""},"PeriodicalIF":11.9,"publicationDate":"2025-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144792412","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
IEEE Transactions on Fuzzy Systems Publication Information IEEE模糊系统学报
IF 11.9 1区 计算机科学
IEEE Transactions on Fuzzy Systems Pub Date : 2025-08-06 DOI: 10.1109/tfuzz.2025.3592344
{"title":"IEEE Transactions on Fuzzy Systems Publication Information","authors":"","doi":"10.1109/tfuzz.2025.3592344","DOIUrl":"https://doi.org/10.1109/tfuzz.2025.3592344","url":null,"abstract":"","PeriodicalId":13212,"journal":{"name":"IEEE Transactions on Fuzzy Systems","volume":"44 1","pages":""},"PeriodicalIF":11.9,"publicationDate":"2025-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144792634","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
IEEE Computational Intelligence Society Information IEEE计算智能学会信息
IF 11.9 1区 计算机科学
IEEE Transactions on Fuzzy Systems Pub Date : 2025-08-06 DOI: 10.1109/tfuzz.2025.3592348
{"title":"IEEE Computational Intelligence Society Information","authors":"","doi":"10.1109/tfuzz.2025.3592348","DOIUrl":"https://doi.org/10.1109/tfuzz.2025.3592348","url":null,"abstract":"","PeriodicalId":13212,"journal":{"name":"IEEE Transactions on Fuzzy Systems","volume":"1 1","pages":""},"PeriodicalIF":11.9,"publicationDate":"2025-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144792414","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Dynamic Multi-View Classification and Knowledge Fusion: A Fuzzy Concept-Cognitive Learning Perspective 动态多视角分类与知识融合:模糊概念-认知学习视角
IF 11.9 1区 计算机科学
IEEE Transactions on Fuzzy Systems Pub Date : 2025-08-05 DOI: 10.1109/tfuzz.2025.3595926
Jinbo Wang, Weihua Xu, Qinghua Zhang, Yuhua Qian, Weiping Ding
{"title":"Dynamic Multi-View Classification and Knowledge Fusion: A Fuzzy Concept-Cognitive Learning Perspective","authors":"Jinbo Wang, Weihua Xu, Qinghua Zhang, Yuhua Qian, Weiping Ding","doi":"10.1109/tfuzz.2025.3595926","DOIUrl":"https://doi.org/10.1109/tfuzz.2025.3595926","url":null,"abstract":"","PeriodicalId":13212,"journal":{"name":"IEEE Transactions on Fuzzy Systems","volume":"15 1","pages":""},"PeriodicalIF":11.9,"publicationDate":"2025-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144786665","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Incomplete Multi-label Feature Selection via Dynamic Dual-Graph Optimization and Fuzzy Feature Interaction 基于动态双图优化和模糊特征交互的不完全多标签特征选择
IF 11.9 1区 计算机科学
IEEE Transactions on Fuzzy Systems Pub Date : 2025-08-05 DOI: 10.1109/tfuzz.2025.3595942
Yangding Li, Hao Xie, Jianhua Dai
{"title":"Incomplete Multi-label Feature Selection via Dynamic Dual-Graph Optimization and Fuzzy Feature Interaction","authors":"Yangding Li, Hao Xie, Jianhua Dai","doi":"10.1109/tfuzz.2025.3595942","DOIUrl":"https://doi.org/10.1109/tfuzz.2025.3595942","url":null,"abstract":"","PeriodicalId":13212,"journal":{"name":"IEEE Transactions on Fuzzy Systems","volume":"144 1","pages":""},"PeriodicalIF":11.9,"publicationDate":"2025-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144786664","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
From Local to Global: A Progressive Collaborative Learning Framework for Multi-Task TSK Fuzzy System Modeling 从局部到全局:多任务模糊系统建模的渐进式协作学习框架
IF 11.9 1区 计算机科学
IEEE Transactions on Fuzzy Systems Pub Date : 2025-08-01 DOI: 10.1109/tfuzz.2025.3594997
Zhuangzhuang Zhao, Zhaohong Deng, Chenxi Luo, Kup-sze Choi, Shitong Wang, Yuxi Ge, Shudong Hu
{"title":"From Local to Global: A Progressive Collaborative Learning Framework for Multi-Task TSK Fuzzy System Modeling","authors":"Zhuangzhuang Zhao, Zhaohong Deng, Chenxi Luo, Kup-sze Choi, Shitong Wang, Yuxi Ge, Shudong Hu","doi":"10.1109/tfuzz.2025.3594997","DOIUrl":"https://doi.org/10.1109/tfuzz.2025.3594997","url":null,"abstract":"","PeriodicalId":13212,"journal":{"name":"IEEE Transactions on Fuzzy Systems","volume":"149 1","pages":""},"PeriodicalIF":11.9,"publicationDate":"2025-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144763375","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Robust Fault Tolerant Control Based on Adaptive Dynamic Programming With Experience Replay for Wastewater Treatment Processes 基于经验回放的污水处理过程自适应动态规划鲁棒容错控制
IF 11.9 1区 计算机科学
IEEE Transactions on Fuzzy Systems Pub Date : 2025-07-31 DOI: 10.1109/TFUZZ.2025.3590003
Hao-Yuan Sun;Jun-Jie Wang;Hui-Hui Gao;Hong-Gui Han
{"title":"Robust Fault Tolerant Control Based on Adaptive Dynamic Programming With Experience Replay for Wastewater Treatment Processes","authors":"Hao-Yuan Sun;Jun-Jie Wang;Hui-Hui Gao;Hong-Gui Han","doi":"10.1109/TFUZZ.2025.3590003","DOIUrl":"10.1109/TFUZZ.2025.3590003","url":null,"abstract":"An essential component of the activated sludge method for wastewater treatment is the stable control of the dissolved oxygen (DO) concentration. However, the actuator failure and unavoidable external disturbances may cause deviations in the DO concentration, and even destabilize the system. In this article, a fault tolerant control approach utilizing adaptive dynamic programming (ADP) and experience replay (ER) is developed with the purpose of realizing robust control of the DO concentration under the influence of the actuator failure and external disturbances. First, a novel cost function considering actuator multiplicative failure and disturbances is constructed. Based on this cost function, the control law is designed, which can effectively suppress the adverse effects of the actuator failure and external disturbances on control performance. Second, the control input, failure input, and cost function are estimated via two action networks and one critic network. Specifically, the collaborative interaction of the three networks contributes to get the optimal robust control law. Third, an improved ER technique named disturbance-focused ER is designed for adjusting the critic network and action networks, where a metric rooted in disturbance magnitude and time-difference error is designed to dynamically adjust data and batch sizes, for effectively suppressing the external disturbances. Finally, the feasibility of the proposed fault tolerant control method based on ADP with ER is confirmed through simulation experiments.","PeriodicalId":13212,"journal":{"name":"IEEE Transactions on Fuzzy Systems","volume":"33 9","pages":"3307-3317"},"PeriodicalIF":11.9,"publicationDate":"2025-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144755737","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
CoLLM: Industrial Large-Small Model Collaboration with Fuzzy Decision-making Agent and Self-Reflection 基于模糊决策代理和自我反思的工业大小型模型协作
IF 11.9 1区 计算机科学
IEEE Transactions on Fuzzy Systems Pub Date : 2025-07-31 DOI: 10.1109/tfuzz.2025.3594229
Haiteng Wang, Lei Ren, Tuo Zhao, Lu Jiao
{"title":"CoLLM: Industrial Large-Small Model Collaboration with Fuzzy Decision-making Agent and Self-Reflection","authors":"Haiteng Wang, Lei Ren, Tuo Zhao, Lu Jiao","doi":"10.1109/tfuzz.2025.3594229","DOIUrl":"https://doi.org/10.1109/tfuzz.2025.3594229","url":null,"abstract":"","PeriodicalId":13212,"journal":{"name":"IEEE Transactions on Fuzzy Systems","volume":"3 1","pages":""},"PeriodicalIF":11.9,"publicationDate":"2025-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144755923","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Aperiodic Sampling-Based Event-Triggered $H_{infty }$ Control for Interval Type-2 Fuzzy Systems via A Weakly Constrained Event-Triggered Functional 基于弱约束事件触发泛函的区间2型模糊系统非周期采样事件触发$H_{infty }$控制
IF 11.9 1区 计算机科学
IEEE Transactions on Fuzzy Systems Pub Date : 2025-07-30 DOI: 10.1109/tfuzz.2025.3594057
Yun-Fan Liu, Chuan-Ke Zhang, Zhou-Zhou Liu, Xiongbo Wan, Yong He
{"title":"Aperiodic Sampling-Based Event-Triggered $H_{infty }$ Control for Interval Type-2 Fuzzy Systems via A Weakly Constrained Event-Triggered Functional","authors":"Yun-Fan Liu, Chuan-Ke Zhang, Zhou-Zhou Liu, Xiongbo Wan, Yong He","doi":"10.1109/tfuzz.2025.3594057","DOIUrl":"https://doi.org/10.1109/tfuzz.2025.3594057","url":null,"abstract":"","PeriodicalId":13212,"journal":{"name":"IEEE Transactions on Fuzzy Systems","volume":"11 1","pages":""},"PeriodicalIF":11.9,"publicationDate":"2025-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144747345","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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