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Foundation model for cancer imaging biomarkers Nat. Mach. Intell. (IF 23.8) Pub Date : 2024-03-15 Suraj Pai, Dennis Bontempi, Ibrahim Hadzic, Vasco Prudente, Mateo Sokač, Tafadzwa L. Chaunzwa, Simon Bernatz, Ahmed Hosny, Raymond H. Mak, Nicolai J. Birkbak, Hugo J. W. L. Aerts
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Wireless flow-powered miniature robot capable of traversing tubular structures Sci. Robot. (IF 25.0) Pub Date : 2024-03-13 Chong Hong, Yingdan Wu, Che Wang, Ziyu Ren, Chunxiang Wang, Zemin Liu, Wenqi Hu, Metin Sitti
Wireless millimeter-scale robots capable of navigating through fluid-flowing tubular structures hold substantial potential for inspection, maintenance, or repair use in nuclear, industrial, and medical applications. However, prevalent reliance on external powering constrains these robots’ operational range and applicable environments. Alternatives with onboard powering must trade off size, functionality
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FedCut: A Spectral Analysis Framework for Reliable Detection of Byzantine Colluders IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-03-14 Hanlin Gu, Lixin Fan, XingXing Tang, Qiang Yang
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Real-Time CNN Training and Compression for Neural-Enhanced Adaptive Live Streaming IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-03-14 Seunghwa Jeong, Bumki Kim, Seunghoon Cha, Kwanggyoon Seo, Hayoung Chang, Jungjin Lee, Younghui Kim, Junyong Noh
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A Semantic and Motion-Aware Spatiotemporal Transformer Network for Action Detection IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-03-14 Matthew Korban, Peter Youngs, Scott T. Acton
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Bipartite Synchronization of Signed Networks with Time-vary Delays based on T-S Fuzzy System IEEE Trans. Fuzzy Syst. (IF 11.9) Pub Date : 2024-03-14 Jinyue Yang, Junjian Huang, Xing He, Shiping Wen, Huamin Wang
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Further results on stability analysis of T-S fuzzy systems with time-varying delay IEEE Trans. Fuzzy Syst. (IF 11.9) Pub Date : 2024-03-14 Wei-Min Wang, Yan-Wu Wang, Hong-Bing Zeng, Jian Huang
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A Complex Gaussian Fuzzy Numbers-Based Multisource Information Fusion for Pattern Classification IEEE Trans. Fuzzy Syst. (IF 11.9) Pub Date : 2024-03-14 Shengjia Zhang, Mingrui Yin, Fuyuan Xiao, Zehong Cao, Danilo Pelusi
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Learning Rates of Deep Nets for Geometrically Strongly Mixing Sequence IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-03-14 Yueyang Men, Liang Li, Ziqing Hu, Yongli Xu
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An Accelerated Approach on Adaptive Gradient Neural Network for Solving Time-Dependent Linear Equations: A State-Triggered Perspective IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-03-14 Haoen Huang, Zhigang Zeng
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Heterogeneous Domain Adaptation With Generalized Similarity and Dissimilarity Regularization IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-03-14 Yuqing Chen, Zhencai Shen, Daoliang Li, Ping Zhong, Yingyi Chen
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Unsupervised Dual Transformer Learning for 3-D Textured Surface Segmentation IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-03-14 Iyyakutti Iyappan Ganapathi, Fayaz Ali Dharejo, Sajid Javed, Syed Sadaf Ali, Naoufel Werghi
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Permutation Equivariant Graph Framelets for Heterophilous Graph Learning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-03-14 Jianfei Li, Ruigang Zheng, Han Feng, Ming Li, Xiaosheng Zhuang
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Spectral Super-Resolution via Deep Low-Rank Tensor Representation IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-03-14 Renwei Dian, Yuanye Liu, Shutao Li
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Connecting molecular properties with plain language Nat. Mach. Intell. (IF 23.8) Pub Date : 2024-03-13 Glen M. Hocky
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EELS: Autonomous snake-like robot with task and motion planning capabilities for ice world exploration Sci. Robot. (IF 25.0) Pub Date : 2024-03-13 T. S. Vaquero, G. Daddi, R. Thakker, M. Paton, A. Jasour, M. P. Strub, R. M. Swan, R. Royce, M. Gildner, P. Tosi, M. Veismann, P. Gavrilov, E. Marteau, J. Bowkett, D. Loret de Mola Lemus, Y. Nakka, B. Hockman, A. Orekhov, T. D. Hasseler, C. Leake, B. Nuernberger, P. Proença, W. Reid, W. Talbot, N. Georgiev, T. Pailevanian, A. Archanian, E. Ambrose, J. Jasper, R. Etheredge, C. Roman, D. Levine, K. Otsu
Ice worlds are at the forefront of astrobiological interest because of the evidence of subsurface oceans. Enceladus in particular is unique among the icy moons because there are known vent systems that are likely connected to a subsurface ocean, through which the ocean water is ejected to space. An existing study has shown that sending small robots into the vents and directly sampling the ocean water
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ANYmal parkour: Learning agile navigation for quadrupedal robots Sci. Robot. (IF 25.0) Pub Date : 2024-03-13 David Hoeller, Nikita Rudin, Dhionis Sako, Marco Hutter
Performing agile navigation with four-legged robots is a challenging task because of the highly dynamic motions, contacts with various parts of the robot, and the limited field of view of the perception sensors. Here, we propose a fully learned approach to training such robots and conquer scenarios that are reminiscent of parkour challenges. The method involves training advanced locomotion skills for
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Wireless flow-powered miniature robot capable of traversing tubular structures Sci. Robot. (IF 25.0) Pub Date : 2024-03-13 Chong Hong, Yingdan Wu, Che Wang, Ziyu Ren, Chunxiang Wang, Zemin Liu, Wenqi Hu, Metin Sitti
Wireless millimeter-scale robots capable of navigating through fluid-flowing tubular structures hold substantial potential for inspection, maintenance, or repair use in nuclear, industrial, and medical applications. However, prevalent reliance on external powering constrains these robots’ operational range and applicable environments. Alternatives with onboard powering must trade off size, functionality
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Deep Learning for Visual Speech Analysis: A Survey IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-03-13 Changchong Sheng, Gangyao Kuang, Liang Bai, Chenping Hou, Yulan Guo, Xin Xu, Matti Pietikäinen, Li Liu
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Trust risk test-based group consensus with probabilistic linguistic preference relations under social networks IEEE Trans. Fuzzy Syst. (IF 11.9) Pub Date : 2024-03-13 Xinru Han, Jianming Zhan, Zeshui Xu, Luis Mart´ınez
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Event-Based Predefined-Time Fuzzy Formation Control for Nonlinear Multi-Agent Systems with Unknown Disturbances IEEE Trans. Fuzzy Syst. (IF 11.9) Pub Date : 2024-03-13 Dejie Ren, Yan-Jun Liu, Jie Lan
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Auxiliary Tasks Enhanced Dual-Affinity Learning for Weakly Supervised Semantic Segmentation IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-03-13 Lian Xu, Mohammed Bennamoun, Farid Boussaid, Wanli Ouyang, Ferdous Sohel, Dan Xu
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Playing the Lottery With Concave Regularizers for Sparse Trainable Neural Networks IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-03-13 Giulia Fracastoro, Sophie M. Fosson, Andrea Migliorati, Giuseppe C. Calafiore
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Unsupervised ensemble-based phenotyping enhances discoverability of genes related to left-ventricular morphology Nat. Mach. Intell. (IF 23.8) Pub Date : 2024-03-11 Rodrigo Bonazzola, Enzo Ferrante, Nishant Ravikumar, Yan Xia, Bernard Keavney, Sven Plein, Tanveer Syeda-Mahmood, Alejandro F. Frangi
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Distributed Sliding Mode Consensus Tracking Control for Fuzzy Delayed Multi-Agent Systems under Hybrid Cyber-Attacks IEEE Trans. Fuzzy Syst. (IF 11.9) Pub Date : 2024-03-12 Lanfeng Hua, Qishui Zhong, Yeng Chai Soh, Kaibo Shi, Oh-Min Kwon, Lei Yan, Shouming Zhong
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Credibility of a Membership Function Related to a Linguistic Value to Improve Computing With Words IEEE Trans. Fuzzy Syst. (IF 11.9) Pub Date : 2024-03-12 Zheng Pei, Liting Deng, Yanyan Xu, Meng Li, Li Xu, Li Yan
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TWStream: Three-Way Stream Clustering IEEE Trans. Fuzzy Syst. (IF 11.9) Pub Date : 2024-03-12 Jiarui Sun, Mingjing Du, Zhenkang Lew, Yongquan Dong
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Global Exponential Stabilization of Delayed T-S Fuzzy Systems on Time Scales Under DoS Attacks IEEE Trans. Fuzzy Syst. (IF 11.9) Pub Date : 2024-03-12 Yin Sheng, Kexin Liu, Qiang Xiao, Tingwen Huang, Zhigang Zeng
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An Overall Framework of Modeling, Clustering and Evaluation for Trapezoidal Information Granules IEEE Trans. Fuzzy Syst. (IF 11.9) Pub Date : 2024-03-12 Yiming Tang, Jianwei Gao, Witold Pedrycz, Lei Xi, Fuji Ren
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SPD Manifold Deep Metric Learning for Image Set Classification IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-03-12 Rui Wang, Xiao-Jun Wu, Ziheng Chen, Cong Hu, Josef Kittler
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Quantized Magnetic Domain Wall Synapse for Efficient Deep Neural Networks IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-03-12 Seema Dhull, Walid Al Misba, Arshid Nisar, Jayasimha Atulasimha, Brajesh Kumar Kaushik
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MNTZNN for Solving Hybrid Double-Deck Dynamic Nonlinear Equation System Applied to Robot Manipulator Control IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-03-12 Xinhui Zhu, Jianwei Fan, Shuang Pan, Yanling Li, Jian Li, Mingliang Xu
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PocketFlow is a data-and-knowledge-driven structure-based molecular generative model Nat. Mach. Intell. (IF 23.8) Pub Date : 2024-03-11 Yuanyuan Jiang, Guo Zhang, Jing You, Hailin Zhang, Rui Yao, Huanzhang Xie, Liyun Zhang, Ziyi Xia, Mengzhe Dai, Yunjie Wu, Linli Li, Shengyong Yang
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A Gradient-Guided Evolutionary Neural Architecture Search IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-03-11 Yu Xue, Xiaolong Han, Ferrante Neri, Jiafeng Qin, Danilo Pelusi
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The democratization of global AI governance and the role of tech companies Nat. Mach. Intell. (IF 23.8) Pub Date : 2024-03-08 Eva Erman, Markus Furendal
Can non-state multinational tech companies counteract the potential democratic deficit in the emerging global governance of AI? We argue that although they may strengthen core values of democracy such as accountability and transparency, they currently lack the right kind of authority to democratize global AI governance.
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NineRec: A Benchmark Dataset Suite for Evaluating Transferable Recommendation IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-03-08 Jiaqi Zhang, Yu Cheng, Yongxin Ni, Yunzhu Pan, Zheng Yuan, Junchen Fu, Youhua Li, Jie Wang, Fajie Yuan
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Non-deterministic approximation fixpoint theory and its application in disjunctive logic programming Artif. Intell. (IF 14.4) Pub Date : 2024-03-08 Jesse Heyninck, Ofer Arieli, Bart Bogaerts
Approximation fixpoint theory (AFT) is an abstract and general algebraic framework for studying the semantics of nonmonotonic logics. It provides a unifying study of the semantics of different formalisms for nonmonotonic reasoning, such as logic programming, default logic and autoepistemic logic. In this paper, we extend AFT to dealing with that allow to handle indefinite information, represented e
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Knowledge-Guided Adaptive Neuro-Fuzzy Self-Healing Control for Sludge Bulking in Wastewater Treatment Process IEEE Trans. Fuzzy Syst. (IF 11.9) Pub Date : 2024-03-08 Zheng Liu, Honggui Han, Junfei Qiao, Zeyu Ma
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Segmentation of 3D Anatomically Diffused Tissues in Magnetic Resonance Images Through Edge-Preserving Constrained Center-Free Fuzzy C-Means IEEE Trans. Fuzzy Syst. (IF 11.9) Pub Date : 2024-03-08 Qing Guo, Hong Song, Cong Wang, Jingfan Fan, Danni Ai, Yuanjin Gao, Xiaoling Yu, Jian Yang
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Anti-Attack Protocol-Based Synchronization Control for Fuzzy Complex Dynamic Networks IEEE Trans. Fuzzy Syst. (IF 11.9) Pub Date : 2024-03-08 Tao Wu, Jinde Cao, Choon Ki Ahn, Lianglin Xiong, Yang Liu, Hak-Keung Lam
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A Multi-Stage Visual Perception Approach for Image Emotion Analysis IEEE Trans. Affect. Comput. (IF 11.2) Pub Date : 2024-03-08 Jicai Pan, Jinqiao Lu, Shangfei Wang
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Can Large Language Models Assess Personality from Asynchronous Video Interviews? A Comprehensive Evaluation of Validity, Reliability, Fairness, and Rating Patterns IEEE Trans. Affect. Comput. (IF 11.2) Pub Date : 2024-03-08 Tianyi Zhang, Antonis Koutsoumpis, Janneke K. Oostrom, Djurre Holtrop, Sina Ghassemi, Reinout E. de Vries
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Fuzzy State-Driven Cross-Time Spatial Dependence Learning for Multivariate Time-Series Anomaly Detection IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-03-08 Kun Zhu, Pengyu Song, Chunhui Zhao
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Enhanced Network Compression Through Tensor Decompositions and Pruning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-03-08 Van Tien Pham, Yassine Zniyed, Thanh Phuong Nguyen
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Focus Affinity Perception and Super-Resolution Embedding for Multifocus Image Fusion IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-03-08 Huafeng Li, Ming Yuan, Jinxing Li, Yu Liu, Guangming Lu, Yong Xu, Zhengtao Yu, David Zhang
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Learning high-level visual representations from a child’s perspective without strong inductive biases Nat. Mach. Intell. (IF 23.8) Pub Date : 2024-03-07 A. Emin Orhan, Brenden M. Lake
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“Guess what I'm doing”: Extending legibility to sequential decision tasks Artif. Intell. (IF 14.4) Pub Date : 2024-03-07 Miguel Faria, Francisco S. Melo, Ana Paiva
In this paper we investigate the notion of in sequential decision tasks under uncertainty. Previous works that extend legibility to scenarios beyond robot motion either focus on deterministic settings or are computationally too expensive. Our proposed approach, dubbed PoLMDP, is able to handle uncertainty while remaining computationally tractable. We establish the advantages of our approach against
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A Confidence and Conflict-based Consensus Reaching Process for Large-scale Group Decision Making Problems with Intuitionistic Fuzzy Representations IEEE Trans. Fuzzy Syst. (IF 11.9) Pub Date : 2024-03-07 Ru-Xi Ding, Bing Yang, Guo-Rui Yang, Meng-Nan Li, Xueqing Wang, Francisco Chiclana
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FMFN: A Fuzzy Multimodal Fusion Network for Emotion Recognition in Ensemble Conducting IEEE Trans. Fuzzy Syst. (IF 11.9) Pub Date : 2024-03-07 Xiao Han, Fuyang Chen, Junrong Ban
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Coexistence of Cyclic Sequential Pattern Recognition and Associative Memory in Neural Networks by Attractor Mechanisms IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-03-07 Jingyang Huo, Jiali Yu, Min Wang, Zhang Yi, Jinsong Leng, Yong Liao
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T-HyperGNNs: Hypergraph Neural Networks via Tensor Representations IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-03-07 Fuli Wang, Karelia Pena-Pena, Wei Qian, Gonzalo R. Arce
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aspmc: New frontiers of algebraic answer set counting Artif. Intell. (IF 14.4) Pub Date : 2024-03-06 Thomas Eiter, Markus Hecher, Rafael Kiesel
In the last decade, there has been increasing interest in extensions of answer set programming (ASP) that cater for quantitative information such as weights or probabilities. A wide range of quantitative reasoning tasks for ASP and logic programming, among them probabilistic inference and parameter learning in the neuro-symbolic setting, can be expressed as algebraic answer set counting (AASC) tasks
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Bridging the Cross-Modality Semantic Gap in Visual Question Answering IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-03-06 Boyue Wang, Yujian Ma, Xiaoyan Li, Junbin Gao, Yongli Hu, Baocai Yin
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Reusability report: Leveraging supervised learning to uncover phenotype-relevant biology from single-cell RNA sequencing data Nat. Mach. Intell. (IF 23.8) Pub Date : 2024-03-05 Yingying Cao, Tian-Gen Chang, Sahil Sahni, Eytan Ruppin
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Exploring Point-BEV Fusion for 3D Point Cloud Object Tracking with Transformer IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-03-05 Zhipeng Luo, Changqing Zhou, Liang Pan, Gongjie Zhang, Tianrui Liu, Yueru Luo, Haiyu Zhao, Ziwei Liu, Shijian Lu
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Region Stability/Stabilization and H ∞ Control for Discrete-time Impulsive Takagi-Sugeno Fuzzy Systems IEEE Trans. Fuzzy Syst. (IF 11.9) Pub Date : 2024-03-05 Tingting Zhang, Huasheng Zhang, Xiangpeng Xie
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SLIDE-Net: A Sequential Modeling Approach with Adaptive Fuzzy C-Mean Empowered Data Balancing Policy for IDC Detection IEEE Trans. Fuzzy Syst. (IF 11.9) Pub Date : 2024-03-05 Abhinav Kumar, Harshit Tiwari, Rishav Singh, Amit Kumar Singh, Sanjay Kumar Singh
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Canonical Fuzzy Modeling of Disease State IEEE Trans. Fuzzy Syst. (IF 11.9) Pub Date : 2024-03-05 Honorine Niyigena Ingabire, Zheng Gong, Yifan Chen
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Dual Balanced Class-Incremental Learning With im-Softmax and Angular Rectification IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-03-05 Ruicong Zhi, Yicheng Meng, Junyi Hou, Jun Wan
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Hybrid Parallel Fuzzy CNN Paradigm: Unmasking Intricacies for Accurate Brain MRI Insights IEEE Trans. Fuzzy Syst. (IF 11.9) Pub Date : 2024-03-04 Saeed Iqbal, Adnan N. Qureshi, Khursheed Aurangzeb, Musaed Alhussein, Shuihua Wang, Muhammad Shahid Anwar, Faheem Khan