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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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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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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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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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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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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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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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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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CADM$+$: Confusion-Based Learning Framework With Drift Detection and Adaptation for Real-Time Safety Assessment IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-03-04 Songqiao Hu, Zeyi Liu, Minyue Li, Xiao He
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DER-GCN: Dialog and Event Relation-Aware Graph Convolutional Neural Network for Multimodal Dialog Emotion Recognition IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-03-04 Wei Ai, Yuntao Shou, Tao Meng, Keqin Li
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Toward Robust Graph Semi-Supervised Learning Against Extreme Data Scarcity IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-02-29 Kaize Ding, Elnaz Nouri, Guoqing Zheng, Huan Liu, Ryen White
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IEEE Computational Intelligence Society Information IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-02-29
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A Multitask Dynamic Graph Attention Autoencoder for Imbalanced Multilabel Time Series Classification IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-02-29 Le Sun, Chenyang Li, Yongjun Ren, Yanchun Zhang
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IEEE Transactions on Neural Networks and Learning Systems Publication Information IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-02-29
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IEEE Transactions on Neural Networks and Learning Systems Information for Authors IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-02-29
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Unsupervised Domain Adaptation With Class-Aware Memory Alignment IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-02-29 Hui Wang, Liangli Zheng, Hanbin Zhao, Shijian Li, Xi Li
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Guest Editorial Special Issue on Learning Theories and Methods With Application to Digitized Process Manufacturing IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-02-29 Feng Qian, Yaochu Jin, Xinghuo Yu, Yang Tang, Guy B. Marin
The digitization of process manufacturing involves converting information and knowledge into a digital format through technologies, such as artificial intelligence (AI), the Internet of Things (IoT), blockchain, and digital twins. This transformation promotes extension and optimization within the industrial, supply, and value chains, aiming to enhance decision-making efficiency, enable agile operations
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Guest Editorial Special Issue on Reinforcement Learning-Based Control: Data-Efficient and Resilient Methods IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-02-29 Weinan Gao, Na Li, Kyriakos G. Vamvoudakis, Fei Richard Yu, Zhong-Ping Jiang
As an important branch of machine learning, reinforcement learning (RL) has proved its efficiency in many emerging applications in science and engineering. A remarkable advantage of RL is that it enables agents to maximize their cumulative rewards through online exploration and interactions with unknown (or partially unknown) and uncertain environments, which is regarded as a variant of data-driven
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Testing Conditional Independence Between Latent Variables by Independence Residuals IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-02-28 Zhengming Chen, Jie Qiao, Feng Xie, Ruichu Cai, Zhifeng Hao, Keli Zhang
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Improving Text-Based Person Retrieval by Excavating All-Round Information Beyond Color IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-02-28 Aichun Zhu, Zijie Wang, Jingyi Xue, Xili Wan, Jing Jin, Tian Wang, Hichem Snoussi
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Graph-Based Semi-Supervised Deep Image Clustering With Adaptive Adjacency Matrix IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-02-28 Shifei Ding, Haiwei Hou, Xiao Xu, Jian Zhang, Lili Guo, Ling Ding
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Task-Wise Sampling Convolutions for Arbitrary-Oriented Object Detection in Aerial Images IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-02-27 Zhanchao Huang, Wei Li, Xiang-Gen Xia, Hao Wang, Ran Tao
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Scalable Moment Propagation and Analysis of Variational Distributions for Practical Bayesian Deep Learning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-02-27 Yuki Hirayama, Shinya Takamaeda-Yamazaki
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DMESH: A Structure-Preserving Diffusion Model for 3-D Mesh Denoising IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-02-27 Seongmin Lee, Suwoong Heo, Sanghoon Lee
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Formulating and Representing Multiagent Systems With Hypergraphs IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-02-27 Shuo Yu, Huafei Huang, Yanming Shen, Pengfei Wang, Qiang Zhang, Ke Sun, Honglong Chen
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GSSTU: Generative Spatial Self-Attention Transformer Unit for Enhanced Video Prediction IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-02-27 Binit Singh, Divij Singh, Rohan Kaushal, Agrya Halder, Pratik Chattopadhyay
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Meta-Scaler: A Meta-Learning Framework for the Selection of Scaling Techniques IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-02-26 Lucas B. V. de Amorim, George D. C. Cavalcanti, Rafael M. O. Cruz
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Motif-Based Contrastive Learning for Community Detection IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-02-26 Xunxun Wu, Chang-Dong Wang, Jia-Qi Lin, Wu-Dong Xi, Philip S. Yu
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CoT: Contourlet Transformer for Hierarchical Semantic Segmentation IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-02-26 Yilin Shao, Long Sun, Licheng Jiao, Xu Liu, Fang Liu, Lingling Li, Shuyuan Yang
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Estimating Counterfactual Treatment Outcomes Over Time in Complex Multiagent Scenarios IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-02-26 Keisuke Fujii, Koh Takeuchi, Atsushi Kuribayashi, Naoya Takeishi, Yoshinobu Kawahara, Kazuya Takeda
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CORE: CORrelation-Guided Feature Enhancement for Few-Shot Image Classification IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-02-23 Jing Xu, Xinglin Pan, Jingquan Wang, Wenjie Pei, Qing Liao, Zenglin Xu
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A Soft Sensor for Multirate Quality Variables Based on MC-CNN IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-02-23 Bing Song, Yichen Zhou, Hongbo Shi, Yang Tao, Shuai Tan
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PointWavelet: Learning in Spectral Domain for 3-D Point Cloud Analysis IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-02-23 Cheng Wen, Jianzhi Long, Baosheng Yu, Dacheng Tao
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CVaR-Constrained Policy Optimization for Safe Reinforcement Learning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-02-23 Qiyuan Zhang, Shu Leng, Xiaoteng Ma, Qihan Liu, Xueqian Wang, Bin Liang, Yu Liu, Jun Yang
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Finite-Time Boundedness of Impulsive Delayed Reaction–Diffusion Stochastic Neural Networks IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-02-22 Qi Yao, Tengda Wei, Ping Lin, Linshan Wang
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Exploring Separable Attention for Multi-Contrast MR Image Super-Resolution IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-02-21 Chun-Mei Feng, Yunlu Yan, Kai Yu, Yong Xu, Huazhu Fu, Jian Yang, Ling Shao
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Image Deblurring by Exploring In-Depth Properties of Transformer IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-02-21 Pengwei Liang, Junjun Jiang, Xianming Liu, Jiayi Ma
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A Revised Formation of Trace Ratio LDA for Small Sample Size Problem IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-02-21 Zhengxin Li, Feiping Nie, Rong Wang, Xuelong Li
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Hierarchical Reinforcement Learning for UAV-PE Game With Alternative Delay Update Method IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-02-21 Xiao Ma, Yuan Yuan, Lei Guo
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Label Informed Contrastive Pretraining for Node Importance Estimation on Knowledge Graphs IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-02-21 Tianyu Zhang, Chengbin Hou, Rui Jiang, Xuegong Zhang, Chenghu Zhou, Ke Tang, Hairong Lv
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Deep Reinforcement Learning in Human Activity Recognition: A Survey and Outlook IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-02-19 Bahareh Nikpour, Dimitrios Sinodinos, Narges Armanfard
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Deep Reinforcement Learning for Integration of Train Trajectory Optimization and Timetable Rescheduling Under Disturbances IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-02-19 Hairong Dong, Lingbin Ning, Min Zhou, Haifeng Song, Weiqi Bai
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A Hierarchical Distributed Data-Driven Adaptive Learning Control for Nonaffine Nonlinear MASs IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-02-16 Yong-Sheng Ma, Wei-Wei Che
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Collective Neural Dynamics for Sparse Motion Planning of Redundant Manipulators Without Hessian Matrix Inversion IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-02-16 Long Jin, Jinchuan Zhao, Liangming Chen, Shuai Li
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Intrinsic Consistency Preservation With Adaptively Reliable Samples for Source-Free Domain Adaptation IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-02-16 Jialin Tian, Abdulmotaleb El Saddik, Xing Xu, Dongshuai Li, Zuo Cao, Heng Tao Shen
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Learning Robust Predictive Control: A Spatial–Temporal Game Theoretic Approach IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-02-15 Xindi Yang, Hao Zhang, Zhuping Wang, Shun-Feng Su
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Synchronization in Coupled Neural Networks With Hybrid Delayed Impulses: Average Impulsive Delay-Gain Method IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-02-15 Kangping Gao, Jianquan Lu, Wei Xing Zheng, Xiangyong Chen
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Self-Triggered Approximate Optimal Neuro-Control for Nonlinear Systems Through Adaptive Dynamic Programming IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-02-14 Bo Zhao, Shunchao Zhang, Derong Liu