IEEE Trans. Neural Networks Learn. Syst.

Publications

volume 35, number 8, 2024

Chenxi Sun, Hongyan Li, Moxian Song, Shenda Hong
A Ranking-Based Cross-Entropy Loss for Early Classification of Time Series. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Xiuyi Jia, Tian Qin, Yunan Lu, Weiwei Li
Adaptive Weighted Ranking-Oriented Label Distribution Learning. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Debanjan Konar, Siddhartha Bhattacharyya, Tapan K. Gandhi, Bijaya K. Panigrahi, Richard Jiang
3-D Quantum-Inspired Self-Supervised Tensor Network for Volumetric Segmentation of Medical Images. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Zhen Shi, Jinglong Chen, Yanyang Zi, Zhenyi Chen
DecouplingNet: A Stable Knowledge Distillation Decoupling Net for Fault Detection of Rotating Machines Under Varying Speeds. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Guangyao Li, Zequn Sun, Wei Hu, Gong Cheng, Yuzhong Qu
Position-Aware Relational Transformer for Knowledge Graph Embedding. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Jian Wang, Dongding Lin, Wenjie Li
A Target-Driven Planning Approach for Goal-Directed Dialog Systems. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Zhicheng Zhang, Song Chen, Zichuan Wang, Jufeng Yang
PlaneSeg: Building a Plug-In for Boosting Planar Region Segmentation. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Yuqing Yan, Huaguang Zhang, Jiayue Sun, Yingchun Wang
Sliding Mode Control Based on Reinforcement Learning for T-S Fuzzy Fractional-Order Multiagent System With Time-Varying Delays. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Xin Peng, Jieren Cheng, Xiangyan Tang, Jingxin Liu, Jiahua Wu
Dual Contrastive Learning Network for Graph Clustering. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Debo Cheng, Jiuyong Li, Lin Liu, Kui Yu, Thuc Duy Le, Jixue Liu
Discovering Ancestral Instrumental Variables for Causal Inference From Observational Data. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Yuyao Zhang, Nikolaos M. Freris
Adaptive Filter Pruning via Sensitivity Feedback. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Binqian Xu, Xiangbo Shu, Jiachao Zhang, Guangzhao Dai, Yan Song
Spatiotemporal Decouple-and-Squeeze Contrastive Learning for Semisupervised Skeleton-Based Action Recognition. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Kaixin Lu, Zhi Liu, Haoyong Yu, C. L. Philip Chen, Yun Zhang
Inverse Optimal Adaptive Neural Control for State-Constrained Nonlinear Systems. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Li Ma, Fanglai Zhu, Xudong Zhao
Human-in-the-Loop Consensus Control for Multiagent Systems With External Disturbances. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Shulei Ji, Xinyu Yang, Jing Luo, Juan Li
RL-Chord: CLSTM-Based Melody Harmonization Using Deep Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Jian-Ping Mei, Wenhao Qiu, Defang Chen, Rui Yan, Jing Fan
Output Regularization With Cluster-Based Soft Targets. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Xavier Warin
The GroupMax Neural Network Approximation of Convex Functions. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Wei Lan, Tianchuan Yang, Qingfeng Chen, Shichao Zhang, Yi Dong, Huiyu Zhou, Yi Pan
Multiview Subspace Clustering via Low-Rank Symmetric Affinity Graph. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Meijie Zhang, Xinsong Yang, Qihan Qi, Ju H. Park
State Estimation of Switched Time-Delay Complex Networks With Strict Decreasing LKF. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Haifeng Li, Jun Cao, Jiawei Zhu, Qinyao Luo, Silu He, Xuying Wang
Augmentation-Free Graph Contrastive Learning of Invariant-Discriminative Representations. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Yunxiang Lu, Min Xiao, Jiajin He, Zhengxin Wang
Stability and Bifurcation Exploration of Delayed Neural Networks With Radial-Ring Configuration and Bidirectional Coupling. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Xiaowei Zhao, Feiping Nie, Rong Wang, Xuelong Li
Fast Discriminant Analysis With Adaptive Reconstruction Structure Preserving. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Yan Dai, Xuanhan Wang, Lianli Gao, Jingkuan Song, Feng Zheng, Heng Tao Shen
Overcoming Data Deficiency for Multi-Person Pose Estimation. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Chao Yan, Chang Wang, Xiaojia Xiang, Kin Huat Low, Xiangke Wang, Xin Xu, Lincheng Shen
Collision-Avoiding Flocking With Multiple Fixed-Wing UAVs in Obstacle-Cluttered Environments: A Task-Specific Curriculum- Based MADRL Approach. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Qiujie Lv, Guanxing Chen, Ziduo Yang, Weihe Zhong, Calvin Yu-Chian Chen
Meta Learning With Graph Attention Networks for Low-Data Drug Discovery. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Zhenchao Tang, Guanxing Chen, Hualin Yang, Weihe Zhong, Calvin Yu-Chian Chen
DSIL-DDI: A Domain-Invariant Substructure Interaction Learning for Generalizable Drug-Drug Interaction Prediction. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Cheng Liu, Rui Li, Si Wu, Hangjun Che, Dazhi Jiang, Zhiwen Yu, Hau-San Wong
Self-Guided Partial Graph Propagation for Incomplete Multiview Clustering. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Chia-Hsiang Lin, Yangrui Liu, Chong-Yung Chi, Chih-Chung Hsu, Hsuan Ren, Tony Q. S. Quek
Hyperspectral Tensor Completion Using Low-Rank Modeling and Convex Functional Analysis. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Lang Qin, Ziming Wang, Rui Yan, Huajin Tang
Attention-Based Deep Spiking Neural Networks for Temporal Credit Assignment Problems. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Guang Hua, Andrew Beng Jin Teoh, Yong Xiang, Hao Jiang
Unambiguous and High-Fidelity Backdoor Watermarking for Deep Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Ke Zhang, Chen Chen, Chun Yuan, Sihong Chen, Xinfeng Wang, Xin He
PatchNet: Maximize the Exploration of Congeneric Semantics for Weakly Supervised Semantic Segmentation. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Rui Liu, Zhi-An Huang, Yao Hu, Zexuan Zhu, Ka-Chun Wong, Kay Chen Tan
Spatial-Temporal Co-Attention Learning for Diagnosis of Mental Disorders From Resting-State fMRI Data. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Yan Li, Hao Zhang, Zhuping Wang, Chao Huang, Huaicheng Yan
Decentralized Control for Large-Scale Systems With Actuator Faults and External Disturbances: A Data-Driven Method. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Yanjie Wang, Zhijun Zhang, Wenhui Xu, Liqun Chen, Guodong Wang, Luxin Yan, Sheng Zhong, Xu Zou
Learning Oriented Object Detection via Naive Geometric Computing. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Alberto Badías, Ashis G. Banerjee
Neural Network Layer Algebra: A Framework to Measure Capacity and Compression in Deep Learning. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Yuheng Jia, Sirui Tao, Ran Wang, Yongheng Wang
Ensemble Clustering via Co-Association Matrix Self-Enhancement. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Guangzheng Zhong, Yanshan Xiao, Bo Liu, Liang Zhao, Xiangjun Kong
Ordinal Regression With Pinball Loss. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Zekang Bian, Jin Zhang, Fu-Lai Chung, Shitong Wang
Residual Sketch Learning for a Feature-Importance-Based and Linguistically Interpretable Ensemble Classifier. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Haibin Yu, Yang Cong, Gan Sun, Dongdong Hou, Yuyang Liu, Jiahua Dong
Open-Ended Online Learning for Autonomous Visual Perception. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Tiantian Xu, Yuanyuan Xu, Shiyu Yang, Binghao Li, Wenjie Zhang
Learning Accurate Label-Specific Features From Partially Multilabeled Data. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Yaguan Qian, Zhiqiang He, Yuqi Wang, Bin Wang, Xiang Ling, Zhaoquan Gu, Haijiang Wang, Shaoning Zeng, Wassim Swaileh
Hierarchical Threshold Pruning Based on Uniform Response Criterion. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Yunfan Li, Yijie Lin, Peng Hu, Dezhong Peng, Han Luo, Xi Peng
Single-Cell RNA-Seq Debiased Clustering via Batch Effect Disentanglement. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Nian Liu, Kepan Nan, Wangbo Zhao, Xiwen Yao, Junwei Han
Learning Complementary Spatial-Temporal Transformer for Video Salient Object Detection. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Nayu Liu, Xian Sun, Hongfeng Yu, Fanglong Yao, Guangluan Xu, Kun Fu
M2DCapsN: Multimodal, Multichannel, and Dual-Step Capsule Network for Natural Language Moment Localization. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Yanbin Liu, Linchao Zhu, Xiaohan Wang, Makoto Yamada, Yi Yang
Bilaterally Normalized Scale-Consistent Sinkhorn Distance for Few-Shot Image Classification. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Stella Ho, Ming Liu, Lan Du, Longxiang Gao, Yong Xiang
Prototype-Guided Memory Replay for Continual Learning. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Chengmin Zhou, Bingding Huang, Pasi Fränti
Representation Learning and Reinforcement Learning for Dynamic Complex Motion Planning System. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Dongxue Peng, Hao Yang, Bin Jiang
Robust Switching Time Optimization for Networked Switched Systems via Model Predictive Control. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Rafael Figueiredo Prudencio, Marcos Ricardo Omena Albuquerque Máximo, Esther Luna Colombini
A Survey on Offline Reinforcement Learning: Taxonomy, Review, and Open Problems. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Pengfei Zhu, Jingqing Li, Bing Cao, Qinghua Hu
Multi-Task Credible Pseudo-Label Learning for Semi-Supervised Crowd Counting. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)