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IEEE Transactions on Neural Networks and Learning Systems|April 1, 2025
Reinforcement Learning-Based Fault-Tolerant Control of Uncertain Strict-Feedback Nonlinear Systems With Intermittent Actuator FaultsQinmin Yang, Huaying Li, Zhengwei Ruan, et al.
IEEE Transactions on Neural Networks and Learning Systems|June 17, 2025
EEG-Based Emotion Monitoring and Regulation System by Learning the Discriminative Brain Network ManifoldCunbo Li, Zehong Cao, Yue Pan, et al.
IEEE Transactions on Neural Networks and Learning Systems|June 17, 2025
Unsupervised Multimanifold Cross-Guided Diffusion Deformable Registration for Cardiac MRIQifeng Zhao, Xuchu Wang
IEEE Transactions on Neural Networks and Learning Systems|June 17, 2025
Online Self-Training Driven Attention-Guided Self-Mimicking Network for Semantic SegmentationShuchang Lyu, Qi Zhao, Hong Zhang, et al.
IEEE Transactions on Neural Networks and Learning Systems|June 18, 2025
A Survey on Confidence Calibration of Deep Learning-Based Classification Models Under Class Imbalance DataJinzong Dong, Zhaohui Jiang, Dong Pan, et al.
IEEE Transactions on Neural Networks and Learning Systems|June 17, 2025
ChatABL: Abductive Learning via Natural Language Interaction With ChatGPTTianyang Zhong, Yi Pan, Yutong Zhang, et al.
IEEE Transactions on Neural Networks and Learning Systems|May 29, 2025
Knowledge Transfer and Reinforcement Based on Biunbiased Neural Network: A Novel Solution for Open-Set Fault Transfer DiagnosisLei Wang, Huaguang Zhang, Jinhai Liu, et al.
IEEE Transactions on Neural Networks and Learning Systems|May 29, 2025
Toward Faithful Neural Network Intrinsic Interpretation With Shapley Additive Self-AttributionYing Sun, Hengshu Zhu, Hui Xiong
IEEE Transactions on Neural Networks and Learning Systems|May 29, 2025
Parallel Multistep Evaluation With Efficient Data Utilization for Safe Neural Critic Control and Its Application to Orbital Maneuver SystemsJiangyu Wang, Ding Wang, Jin Ren, et al.
IEEE Transactions on Neural Networks and Learning Systems|May 28, 2025
GMM Enhanced Anchor-Based Spectral Clustering for Large-Scale DataWen Zhang, Jiangpeng Zhao, Lean Yu, et al.
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