{"title":"Robust Control Analysis With Model Transformation for Interval Type-2 Fuzzy Systems","authors":"Jie Yang, Shaoyan Gai, Feipeng Da, Wenbo Xie","doi":"10.1109/tfuzz.2025.3561333","DOIUrl":"https://doi.org/10.1109/tfuzz.2025.3561333","url":null,"abstract":"","PeriodicalId":13212,"journal":{"name":"IEEE Transactions on Fuzzy Systems","volume":"122 1","pages":""},"PeriodicalIF":11.9,"publicationDate":"2025-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143841849","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}
Yang Bai, Gang Dou, Tianliang Zhang, Weihai Zhang, Mei Guo
{"title":"Adaptive fuzzy fixed-time control for uncertain time-delay nonlinear systems with output constraints","authors":"Yang Bai, Gang Dou, Tianliang Zhang, Weihai Zhang, Mei Guo","doi":"10.1109/tfuzz.2025.3560644","DOIUrl":"https://doi.org/10.1109/tfuzz.2025.3560644","url":null,"abstract":"","PeriodicalId":13212,"journal":{"name":"IEEE Transactions on Fuzzy Systems","volume":"6 1","pages":""},"PeriodicalIF":11.9,"publicationDate":"2025-04-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143831754","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}
Zhan Gao, Qika Lin, Huaxuan Wen, Bin Pu, Mengling Feng, Kenli Li
{"title":"Incorporating Large Vision Model Distillation and Fuzzy Perception for Improving Disease Diagnosis","authors":"Zhan Gao, Qika Lin, Huaxuan Wen, Bin Pu, Mengling Feng, Kenli Li","doi":"10.1109/tfuzz.2025.3559562","DOIUrl":"https://doi.org/10.1109/tfuzz.2025.3559562","url":null,"abstract":"","PeriodicalId":13212,"journal":{"name":"IEEE Transactions on Fuzzy Systems","volume":"39 1","pages":"1-11"},"PeriodicalIF":11.9,"publicationDate":"2025-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143813804","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}
{"title":"Active Domain Adaptation Based on Probabilistic Fuzzy C-Means Clustering for Pancreatic Tumor Segmentation","authors":"Chendong Qin;Yongxiong Wang;Fubin Zeng;Jiapeng Zhang;Yangsen Cao;Xiaolan Yin;Shuai Huang;Di Chen;Huojun Zhang;Zhiyong Ju","doi":"10.1109/TFUZZ.2025.3555281","DOIUrl":"10.1109/TFUZZ.2025.3555281","url":null,"abstract":"Pancreatic cancer is a highly lethal disease, for which mortality closely parallels incidence. Precise delineation of the Gross Tumor Volume (GTV) plays a pivotal role in ensuring effective radiotherapy for pancreatic cancer. Although recent methods have achieved promising results in GTV segmentation, it remains challenging to generalize from one domain to another, especially when the target domain is a different modality with severe domain shifts. To address this challenge, we propose a novel active domain adaptation framework to enhance domain adaptation for GTV segmentation. Specifically, we refer to the latent feature space of the synthesized target domain to select domain-specific representative samples from a specific target domain for annotation and model fine-tuning. To suppress noise and enhance the edge information, we decouple the network into an additional edge regression task that is used to further mine the contextual information of the edge pixels. Experiments on our self-collected pancreas tumor dataset and a public dataset show that our method outperforms state-of-the-art methods by a significant margin, achieving an average Dice score improvement of 2.16% and 1.86% in the two target domains on the pancreas tumor dataset, respectively.","PeriodicalId":13212,"journal":{"name":"IEEE Transactions on Fuzzy Systems","volume":"33 6","pages":"2016-2026"},"PeriodicalIF":10.7,"publicationDate":"2025-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143805573","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}
{"title":"Interval Observer-Based Secure Estimation for T-S Fuzzy Systems Under Stealthy Attacks","authors":"Zhi-Hui Li, Guang-Hong Yang","doi":"10.1109/tfuzz.2025.3557896","DOIUrl":"https://doi.org/10.1109/tfuzz.2025.3557896","url":null,"abstract":"","PeriodicalId":13212,"journal":{"name":"IEEE Transactions on Fuzzy Systems","volume":"43 1","pages":""},"PeriodicalIF":11.9,"publicationDate":"2025-04-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143797838","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}
Tiantian Gai, Francisco Chiclana, Weidong Jin, Mi Zhou, Jian Wu
{"title":"A transformation method of non-cooperative to cooperative behavior by trust propagation in social network group decision making","authors":"Tiantian Gai, Francisco Chiclana, Weidong Jin, Mi Zhou, Jian Wu","doi":"10.1109/tfuzz.2025.3557904","DOIUrl":"https://doi.org/10.1109/tfuzz.2025.3557904","url":null,"abstract":"","PeriodicalId":13212,"journal":{"name":"IEEE Transactions on Fuzzy Systems","volume":"59 1","pages":"1-13"},"PeriodicalIF":11.9,"publicationDate":"2025-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143782489","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}
{"title":"Output-Feedback Proportional-Integral Fuzzy Control of Unknown Nonlinear Systems With Prescribed Performance","authors":"Jin-Zi Yang, Jin-Xi Zhang, Tianyou Chai","doi":"10.1109/tfuzz.2025.3557029","DOIUrl":"https://doi.org/10.1109/tfuzz.2025.3557029","url":null,"abstract":"","PeriodicalId":13212,"journal":{"name":"IEEE Transactions on Fuzzy Systems","volume":"29 1","pages":"1-11"},"PeriodicalIF":11.9,"publicationDate":"2025-04-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143775561","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}