IEEE Transactions on Neural Networks and Learning Systems, Volume 35, Issue 5, May 2024

1) Guest Editorial: Special Issue on Explainable Representation Learning-Based Intelligent Inspection and Maintenance of Complex Systems

Author(s): Zhigang Liu, Cesare Alippi, Hongtian Chen, Derong Liu

Pages: 5819 - 5823

2) A Novel Automatic Generation Control Method Based on the Large-Scale Electric Vehicles and Wind Power Integration Into the Grid

Author(s): Lei Xi, Haokai Li, Jizhong Zhu, Yanying Li, Shouxiang Wang

Pages: 5824 - 5834

3) Optimal Spin Polarization Control for the Spin-Exchange Relaxation-Free System Using Adaptive Dynamic Programming

Author(s): Ruigang Wang, Zhuo Wang, Sixun Liu, Tao Li, Feng Li, Bodong Qin, Qinglai Wei

Pages: 5835 - 5847

4) Event-Triggered Fractional-Order Tracking Control for an Uncertain Nonlinear System With Output Saturation and Disturbances

Author(s): Shuyi Shao, Mou Chen, Sijia Zheng, Shumin Lu, Qijun Zhao

Pages: 5857 - 5869

5) Disturbance Observer-Based Adaptive Intelligent Control of Marine Vessel With Position and Heading Constraint Condition Related to Desired Output

Author(s): Lei Liu, Zheng Li, Yang Chen, Rui Wang

Pages: 5870 - 5879

6) A New Grey Wolf Optimizer Tuned Extended Generalized Predictive Control for Distillation Process

Author(s): Jia Ren, Zengqiang Chen, Yikang Yang, Zenghui Wang, Mingwei Sun, Qinglin Sun

Pages: 5880 - 5890

7) Submission to Special Issue to Explainable Representation Learning-Based Intelligent Inspection and Maintenance of Complex Systems: Synchronization of Inertial Neural Networks With Unbounded Delays via Sampled-Data Control

Author(s): Chao Ge, Xiaodong Liu, Yajuan Liu, Changchun Hua

Pages: 5891 - 5901

8) Federated Multiagent Deep Reinforcement Learning Approach via Physics-Informed Reward for Multimicrogrid Energy Management

Author(s): Yuanzheng Li, Shangyang He, Yang Li, Yang Shi, Zhigang Zeng

Pages: 5902 - 5914

9) A Reinforcement Learning-Based Pantograph Control Strategy for Improving Current Collection Quality in High-Speed Railways

Author(s): Hui Wang, Zhiwei Han, Wenqiang Liu, Yanbo Wu

Pages: 5915 - 5928

10) Integrated Optimal Control for Electrolyte Temperature With Temporal Causal Network and Reinforcement Learning

Author(s): Tianhao Liu, Chunhua Yang, Can Zhou, Yonggang Li, Bei Sun

Pages: 5929 - 5941

11) DLformer: A Dynamic Length Transformer-Based Network for Efficient Feature Representation in Remaining Useful Life Prediction

Author(s): Lei Ren, Haiteng Wang, Gao Huang

Pages: 5942 - 5952

12) Comprehensive Multiview Representation Learning via Deep Autoencoder-Like Nonnegative Matrix Factorization

Author(s): Haonan Huang, Guoxu Zhou, Qibin Zhao, Lifang He, Shengli Xie

Pages: 5953 - 5967

13) Neural Network Design for Impedance Modeling of Power Electronic Systems Based on Latent Features

Author(s): Yicheng Liao, Yufei Li, Minjie Chen, Lars Nordström, Xiongfei Wang, Prateek Mittal, H. Vincent Poor

Pages: 5968 - 5980

14) Physics-Informed Neural Networks for Solving Forward and Inverse Problems in Complex Beam Systems

Author(s): Taniya Kapoor, Hongrui Wang, Alfredo Núnez, Rolf Dollevoet

Pages: 5981 - 5995

15) Physics-Constraint Variational Neural Network for Wear State Assessment of External Gear Pump

Author(s): Wengang Xu, Zheng Zhou, Tianfu Li, Chuang Sun, Xuefeng Chen, Ruqiang Yan

Pages: 5996 - 6006

16) Adversarial Algorithm Unrolling Network for Interpretable Mechanical Anomaly Detection

Author(s): Botao An, Shibin Wang, Fuhua Qin, Zhibin Zhao, Ruqiang Yan, Xuefeng Chen

Pages: 6007 - 6020

17) Regional Evaluation Study of VFTO Interference to Secondary Side Cables Based on Cloud Model and MARCOS

Author(s): Yongji Wu, Wei Yan, Puliang Du, Xiaomin Gong, Mengxia Zhou

Pages: 6021 - 6034

18) Robust Representation Learning for Power System Short-Term Voltage Stability Assessment Under Diverse Data Loss Conditions

Author(s): Lipeng Zhu, Weijia Wen, Yinpeng Qu, Feifan Shen, Jiayong Li, Yue Song, Tao Liu

Pages: 6035 - 6047

19) Online Piecewise Convex-Optimization Interpretable Weight Learning for Machine Life Cycle Performance Assessment

Author(s): Tongtong Yan, Dong Wang, Tangbin Xia, Ershun Pan, Zhike Peng, Lifeng Xi

Pages: 6048 - 6060

20) Transfer Dynamic Latent Variable Modeling for Quality Prediction of Multimode Processes

Author(s): Chao Yang, Qiang Liu, Yi Liu, Yiu-Ming Cheung

Pages: 6061 - 6074

21) VAE-Based Interpretable Latent Variable Model for Process Monitoring

Author(s): Zhuofu Pan, Yalin Wang, Yue Cao, Weihua Gui

Pages: 6075 - 6088

22) Multitask-Guided Deep Clustering With Boundary Adaptation

Author(s): Xiaobo Zhang, Tao Wang, Xiaole Zhao, Dengmin Wen, Donghai Zhai

Pages: 6089 - 6102

23) Deep Adaptive Fuzzy Clustering for Evolutionary Unsupervised Representation Learning

Author(s): Dayu Tan, Zheng Huang, Xin Peng, Weimin Zhong, Vladimir Mahalec

Pages: 6103 - 6117

24) Perturbed Progressive Learning for Semisupervised Defect Segmentation

Author(s): Yao Wu, Mingwei Xing, Yachao Zhang, Yuan Xie, Zongze Wu, Yanyun Qu

Pages: 6118 - 6132

25) Improving Robustness of Intent Detection Under Adversarial Attacks: A Geometric Constraint Perspective

Author(s): Biqing Qi, Bowen Zhou, Weinan Zhang, Jianxing Liu, Ligang Wu

Pages: 6133 - 6144

26) Representation-Learning-Based CNN for Intelligent Attack Localization and Recovery of Cyber-Physical Power Systems

Author(s): Kang-Di Lu, Le Zhou, Zheng-Guang Wu

Pages: 6145 - 6155

27) Codesign of FDI Attacks Detection, Isolation, and Mitigation for Complex Microgrid Systems: An HBF-NN-Based Approach

Author(s): Engang Tian, Zhihua Wu, Xiangpeng Xie

Pages: 6156 - 6165

28) Explainable Intelligent Fault Diagnosis for Nonlinear Dynamic Systems: From Unsupervised to Supervised Learning

Author(s): Hongtian Chen, Zhigang Liu, Cesare Alippi, Biao Huang, Derong Liu

Pages: 6166 - 6179

29) Variational Attention-Based Interpretable Transformer Network for Rotary Machine Fault Diagnosis

Author(s): Yasong Li, Zheng Zhou, Chuang Sun, Xuefeng Chen, Ruqiang Yan

Pages: 6180 - 6193

30) SCCAM: Supervised Contrastive Convolutional Attention Mechanism for Ante-Hoc Interpretable Fault Diagnosis With Limited Fault Samples

Author(s): Mengxuan Li, Peng Peng, Jingxin Zhang, Hongwei Wang, Weiming Shen

Pages: 6194 - 6205

31) Reweighted Regularized Prototypical Network for Few-Shot Fault Diagnosis

Author(s): Kang Li, Chao Shang, Hao Ye

Pages: 6206 - 6217

32) Partial Cross Mapping Based on Sparse Variable Selection for Direct Fault Root Cause Diagnosis for Industrial Processes

Author(s): Qingchao Jiang, Jiashi Jiang, Wenjing Wang, Chunjian Pan, Weimin Zhong

Pages: 6218 - 6230

33) An Integrated Multitasking Intelligent Bearing Fault Diagnosis Scheme Based on Representation Learning Under Imbalanced Sample Condition

Author(s): Jiusi Zhang, Ke Zhang, Yiyao An, Hao Luo, Shen Yin

Pages: 6231 - 6242

34) JITL-MBN: A Real-Time Causality Representation Learning for Sensor Fault Diagnosis of Traction Drive System in High-Speed Trains

Author(s): Zhiwen Chen, Wenying Chen, Xinyu Fan, Tao Peng, Chunhua Yang

Pages: 6243 - 6254

35) Neuroadaptive Fault-Tolerant Control Embedded With Diversified Activating Functions With Application to Auto-Driving Vehicles Under Fading Actuation

Author(s): Zhen Gao, Wei Yu, Jun Yan

Pages: 6255 - 6264

36) Semi-Global Bipartite Fault-Tolerant Containment Control for Heterogeneous Multiagent Systems With Antagonistic Communication Networks and Input Saturation

Author(s): Malika Sader, Wenyu Li, Haijun Jiang, Zengqiang Chen, Zhongxin Liu

Pages: 6265 - 6272

37) Neural-Network-Based Adaptive Fault-Tolerant Cooperative Control of Heterogeneous Multiagent Systems With Multiple Faults and DoS Attacks

Author(s): Shangkun Liu, Bin Jiang, Zehui Mao, Youmin Zhang

Pages: 6273 - 6285

38) Concurrent Learning Robust Adaptive Fault Tolerant Boundary Regulation of Hyperbolic Distributed Parameter Systems

Author(s): Yuan Yuan, Xiaodong Xu, Chunhua Yang, Biao Luo, Stevan Dubljevic

Pages: 6286 - 6300

39) A Survey on Deep Learning Event Extraction: Approaches and Applications

Author(s): Qian Li, Jianxin Li, Jiawei Sheng, Shiyao Cui, Jia Wu, Yiming Hei, Hao Peng, Shu Guo, Lihong Wang, Amin Beheshti, Philip S. Yu

Pages: 6301 - 6321

40) Imitation Learning: Progress, Taxonomies and Challenges

Author(s): Boyuan Zheng, Sunny Verma, Jianlong Zhou, Ivor W. Tsang, Fang Chen

Pages: 6322 - 6337

41) A Novel Accelerated Multistage Learning Control Mechanism via Virtual Performance Reduction

Author(s): Xiang Cheng, Hao Jiang, Dong Shen

Pages: 6338 - 6352

42) Parareal Neural Networks Emulating a Parallel-in-Time Algorithm

Author(s): Youngkyu Lee, Jongho Park, Chang-Ock Lee

Pages: 6353 - 6364

43) Attack-Resilient Distributed Nash Equilibrium Seeking of Uncertain Multiagent Systems Over Unreliable Communication Networks

Author(s): Qing Meng, Xiaohong Nian, Yong Chen, Zhao Chen

Pages: 6365 - 6379

44) Self-Supervised Simple Siamese Framework for Fault Diagnosis of Rotating Machinery With Unlabeled Samples

Author(s): Wenqing Wan, Jinglong Chen, Zitong Zhou, Zhen Shi

Pages: 6380 - 6392

45) Partial-Neurons-Based Proportional-Integral Observer Design for Artificial Neural Networks: A Multiple Description Encoding Scheme

Author(s): Di Zhao, Zidong Wang, Yun Chen, Guoliang Wei, Weiguo Sheng

Pages: 6393 - 6407

46) CLRNet: A Cross Locality Relation Network for Crowd Counting in Videos

Author(s): Li Dong, Haijun Zhang, Jianghong Ma, Xiaofei Xu, Yimin Yang, Q. M. Jonathan Wu

Pages: 6408 - 6422

47) Electromagnetic Source Imaging via a Data-Synthesis-Based Convolutional Encoder–Decoder Network

Author(s): Gexin Huang, Ke Liu, Jiawen Liang, Chang Cai, Zheng Hui Gu, Feifei Qi, Yuanqing Li, Zhu Liang Yu, Wei Wu

Pages: 6423 - 6437

48) Multi-Label Noise Robust Collaborative Learning for Remote Sensing Image Classification

Author(s): Ahmet Kerem Aksoy, Mahdyar Ravanbakhsh, Begüm Demir

Pages: 6438 - 6451

49) Regularizing Scale-Adaptive Central Moment Sharpness for Neural Networks

Author(s): Junhong Chen, Ziyang Guo, Hong Li, C. L. Philip Chen

Pages: 6452 - 6466

50) Event-Based Adaptive NN Fixed-Time Cooperative Formation for Multiagent Systems

Author(s): Liang Cao, Zhijian Cheng, Yang Liu, Hongyi Li

Pages: 6467 - 6477

51) Incremental Trainable Parameter Selection in Deep Neural Networks

Author(s): Anshul Thakur, Vinayak Abrol, Pulkit Sharma, Tingting Zhu, David A. Clifton

Pages: 6478 - 6491

52) Amplitude–Time Dual-View Fused EEG Temporal Feature Learning for Automatic Sleep Staging

Author(s): Panfeng An, Jianhui Zhao, Bo Du, Wenyuan Zhao, Tingbao Zhang, Zhiyong Yuan

Pages: 6492 - 6506

53) A Heterogeneous Group CNN for Image Super-Resolution

Author(s): Chunwei Tian, Yanning Zhang, Wangmeng Zuo, Chia-Wen Lin, David Zhang, Yixuan Yuan

Pages: 6507 - 6519

54) Almost Sure Stability of Complex-Valued Complex Networks: A Noise-Based Delayed Coupling Under Random Denial-of-Service Attacks

Author(s): Sen Li, Xueqing Gao, Xiaohua Ding

Pages: 6520 - 6530

55) Diminishing Batch Normalization

Author(s): Yintai Ma, Diego Klabjan

Pages: 6544 - 6557

56) Text Feature Adversarial Learning for Text Generation With Knowledge Transfer From GPT2

Author(s): Hao Zhang, Yulai Cong, Zhengjue Wang, Lei Zhang, Miaoyun Zhao, Liqun Chen, Shijing Si, Ricardo Henao, Lawrence Carin

Pages: 6558 - 6569

57) Multimodal Moore–Penrose Inverse-Based Recomputation Framework for Big Data Analysis

Author(s): Wandong Zhang, Yimin Yang, Q. M. Jonathan Wu, Tianlei Wang, Hui Zhang

Pages: 6570 - 6582

58) Hyperseed: Unsupervised Learning With Vector Symbolic Architectures

Author(s): Evgeny Osipov, Sachin Kahawala, Dilantha Haputhanthri, Thimal Kempitiya, Daswin De Silva, Damminda Alahakoon, Denis Kleyko

Pages: 6583 - 6597

59) SDN: Semantic Decoupling Network for Temporal Language Grounding

Author(s): Xun Jiang, Xing Xu, Jingran Zhang, Fumin Shen, Zuo Cao, Heng Tao Shen

Pages: 6598 - 6612

60) Single-Image 3-D Reconstruction: Rethinking Point Cloud Deformation

Author(s): Anh-Duc Nguyen, Seonghwa Choi, Woojae Kim, Jongyoo Kim, Heeseok Oh, Jiwoo Kang, Sanghoon Lee

Pages: 6613 - 6627

61) Spatio-Temporal Graph Representation Learning for Fraudster Group Detection

Author(s): Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun

Pages: 6628 - 6642

62) Distributed Estimation of Support Vector Machines for Matrix Data

Author(s): Wangli Xu, Jiamin Liu, Heng Lian

Pages: 6643 - 6653

63) Stochastic Integrated Actor–Critic for Deep Reinforcement Learning

Author(s): Jiaohao Zheng, Mehmet Necip Kurt, Xiaodong Wang

Pages: 6654 - 6666

64) Hidden Order of Boolean Networks

Author(s): Xiao Zhang, Zhengping Ji, Daizhan Cheng

Pages: 6667 - 6678

65) Capacitated Clustering via Majorization-Minimization and Collaborative Neurodynamic Optimization

Author(s): Hongzong Li, Jun Wang

Pages: 6679 - 6692

66) Disentanglement by Cyclic Reconstruction

Author(s): David Bertoin, Emmanuel Rachelson

Pages: 6693 - 6702

67) Enhanced Security and Privacy via Fragmented Federated Learning

Author(s): Najeeb Moharram Jebreel, Josep Domingo-Ferrer, Alberto Blanco-Justicia, David Sánchez

Pages: 6703 - 6717

68) Collaborative Knowledge Distillation via Multiknowledge Transfer

Author(s): Jianping Gou, Liyuan Sun, Baosheng Yu, Lan Du, Kotagiri Ramamohanarao, Dacheng Tao

Pages: 6718 - 6730

69) Joint Metric Learning-Based Class-Specific Representation for Image Set Classification

Author(s): Xizhan Gao, Sijie Niu, Dong Wei, Xingrui Liu, Tingwei Wang, Fa Zhu, Jiwen Dong, Quansen Sun

Pages: 6731 - 6745

70) Local Means Binary Networks for Image Super-Resolution

Author(s): Keyu Li, Nannan Wang, Jingwei Xin, Xinrui Jiang, Jie Li, Xinbo Gao, Kai Han, Yunhe Wang

Pages: 6746 - 6756

71) Zeroing Neural Network With Coefficient Functions and Adjustable Parameters for Solving Time-Variant Sylvester Equation

Author(s): Wenqi Wu, Yunong Zhang

Pages: 6757 - 6766

72) Aligning Correlation Information for Domain Adaptation in Action Recognition

Author(s): Yuecong Xu, Haozhi Cao, Kezhi Mao, Zhenghua Chen, Lihua Xie, Jianfei Yang

Pages: 6767 - 6778

73) Video Moment Retrieval With Noisy Labels

Author(s): Wenwen Pan, Zhou Zhao, Wencan Huang, Zhu Zhang, Liyong Fu, Zhigeng Pan, Jun Yu, Fei Wu

Pages: 6779 - 6791

74) Event-Triggered Cluster Consensus of Multi-Agent Systems via a Modified Genetic Algorithm

Author(s): Yanping Yang, Shenrong Li, Xiaohua Ge, Qing-Long Han

Pages: 6792 - 6805

75) Semi-Supervised Multiscale Dynamic Graph Convolution Network for Hyperspectral Image Classification

Author(s): Yuqun Yang, Xu Tang, Xiangrong Zhang, Jingjing Ma, Fang Liu, Xiuping Jia, Licheng Jiao

Pages: 6806 - 6820

76) Ordinal Regression for Direction-Related Anomaly Detection

Author(s): Jiankai Tu, Huan Liu, Chunguang Li

Pages: 6821 - 6834

77) AUD-Net: A Unified Deep Detector for Multiple Hyperspectral Image Anomaly Detection via Relation and Few-Shot Learning

Author(s): Ning Huyan, Xiangrong Zhang, Dou Quan, Jocelyn Chanussot, Licheng Jiao

Pages: 6835 - 6849

78) Manifold Peaks Nonnegative Matrix Factorization

Author(s): Xiaohua Xu, Ping He

Pages: 6850 - 6862

79) A Co-Training Framework for Heterogeneous Heuristic Domain Adaptation

Author(s): Cuie Yang, Bing Xue, Kay Chen Tan, Mengjie Zhang

Pages: 6863 - 6877

80) Supervised Feature Selection via Collaborative Neurodynamic Optimization

Author(s): Yadi Wang, Jun Wang, Nikhil R. Pal

Pages: 6878 - 6892

81) A Unified Approach to Coreset Learning

Author(s): Alaa Maalouf, Gilad Eini, Ben Mussay, Dan Feldman, Margarita Osadchy

Pages: 6893 - 6905

82) Non-IID Federated Learning With Sharper Risk Bound

Author(s): Bojian Wei, Jian Li, Yong Liu, Weiping Wang

Pages: 6906 - 6917

83) LFT: Neural Ordinary Differential Equations With Learnable Final-Time

Author(s): Dong Pang, Xinyi Le, Xinping Guan, Jun Wang

Pages: 6918 - 6927

84) An Optimized Uncertainty-Aware Training Framework for Neural Networks

Author(s): Pegah Tabarisaadi, Abbas Khosravi, Saeid Nahavandi, Miadreza Shafie-Khah, João P. S. Catalão

Pages: 6928 - 6935

85) Weight Decay With Tailored Adam on Scale-Invariant Weights for Better Generalization

Author(s): Xixi Jia, Xiangchu Feng, Hongwei Yong, Deyu Meng

Pages: 6936 - 6947

86) Bayesian Estimation of Inverted Beta Mixture Models With Extended Stochastic Variational Inference for Positive Vector Classification

Author(s): Yuping Lai, Wenbo Guan, Lijuan Luo, Yanhui Guo, Heping Song, Hongying Meng

Pages: 6948 - 6962

87) Label-Aware Distribution Calibration for Long-Tailed Classification

Author(s): Chaozheng Wang, Shuzheng Gao, Pengyun Wang, Cuiyun Gao, Wenjie Pei, Lujia Pan, Zenglin Xu

Pages: 6963 - 6975

88) A Multitask Latent Feature Augmentation Method for Few-Shot Learning

Author(s): Jian Xu, Bo Liu, Yanshan Xiao

Pages: 6976 - 6990

89) Geometric Multimodal Deep Learning With Multiscaled Graph Wavelet Convolutional Network

Author(s): Maysam Behmanesh, Peyman Adibi, Sayyed Mohammad Saeed Ehsani, Jocelyn Chanussot

Pages: 6991 - 7005

90) Generalized and Robust Least Squares Regression

Author(s): Jingyu Wang, Fangyuan Xie, Feiping Nie, Xuelong Li

Pages: 7006 - 7020

91) A Deep Learning Framework for Start–End Frame Pair-Driven Motion Synthesis

Author(s): Guiyu Xia, Peng Xue, Du Zhang, Qingshan Liu, Yubao Sun

Pages: 7021 - 7034

92) Online Stochastic DCA With Applications to Principal Component Analysis

Author(s): Hoai An Le Thi, Hoang Phuc Hau Luu, Tao Pham Dinh

Pages: 7035 - 7047

93) Penalizing the Hard Example But Not Too Much: A Strong Baseline for Fine-Grained Visual Classification

Author(s): Yuanzhi Liang, Linchao Zhu, Xiaohan Wang, Yi Yang

Pages: 7048 - 7059

94) Incremental PID Controller-Based Learning Rate Scheduler for Stochastic Gradient Descent

Author(s): Zenghui Wang, Jun Zhang

Pages: 7060 - 7071

95) Minicolumn-Based Episodic Memory Model With Spiking Neurons, Dendrites and Delays

Author(s): Yun Zhang, Yi Chen, Jilun Zhang, Xiaoling Luo, Malu Zhang, Hong Qu, Zhang Yi

Pages: 7072 - 7086

96) Convergence of the Distributed SG Algorithm Under Cooperative Excitation Condition

Author(s): Die Gan, Zhixin Liu

Pages: 7087 - 7101

97) Deep Spectral Clustering With Constrained Laplacian Rank

Author(s): Xuelong Li, Tengfei Wei, Yang Zhao

Pages: 7102 - 7113

98) Memory and Communication Efficient Federated Kernel k-Means

Author(s): Xiaochen Zhou, Xudong Wang

Pages: 7114 - 7125

99) Event-Triggered Constrained Optimal Control for Organic Rankine Cycle Systems via Safe Reinforcement Learning

Author(s): Lingzhi Zhang, Runze Lin, Lei Xie, Wei Dai, Hongye Su

Pages: 7126 - 7137

100) Dynamical Modeling and Qualitative Analysis of a Delayed Model for CD8 T Cells in Response to Viral Antigens

Author(s): Yuan Zhang, Yijia Chen, Jinde Cao, Haihong Liu, Zhouhong Li

Pages: 7138 - 7149

101) Query-Adaptive Late Fusion for Hierarchical Fine-Grained Video-Text Retrieval

Author(s): Wentao Ma, Qingchao Chen, Fang Liu, Tongqing Zhou, Zhiping Cai

Pages: 7150 - 7161

102) Denoised Non-Local Neural Network for Semantic Segmentation

Author(s): Qi Song, Jie Li, Hao Guo, Rui Huang

Pages: 7162 - 7174

103) Robust Principal Component Analysis via Joint Reconstruction and Projection

Author(s): Sisi Wang, Feiping Nie, Zheng Wang, Rong Wang, Xuelong Li

Pages: 7175 - 7189

104) Deep Class-Incremental Learning From Decentralized Data

Author(s): Xiaohan Zhang, Songlin Dong, Jinjie Chen, Qi Tian, Yihong Gong, Xiaopeng Hong

Pages: 7190 - 7203

105) Sequential Label Enhancement

Author(s): Yongbiao Gao, Ke Wang, Xin Geng

Pages: 7204 - 7215

106) A Joint Intensity-Neuromorphic Event Imaging System With Bandwidth-Limited Communication Channel

Author(s): Srutarshi Banerjee, Henry H. Chopp, Jianping Zhang, Zihao W. Wang, Peng Kang, Oliver Cossairt, Aggelos Katsaggelos

Pages: 7216 - 7230

107) Seeing All From a Few: Nodes Selection Using Graph Pooling for Graph Clustering

Author(s): Yiming Wang, Dongxia Chang, Zhiqiang Fu, Yao Zhao

Pages: 7231 - 7237

108) Neural Network Boundary Approximation for Uncertain Nonlinear Spatiotemporal Systems and Its Application of Tracking Control

Author(s): Faxiang Zhang, Yang-Yang Chen, Ya Zhang

Pages: 7238 - 7243

109) Multi-View Subspace Clustering via Structured Multi-Pathway Network

Author(s): Qianqian Wang, Zhiqiang Tao, Quanxue Gao, Licheng Jiao

Pages: 7244 - 7250

110) Composing Synergistic Macro Actions for Reinforcement Learning Agents

Author(s): Yu-Ming Chen, Kaun-Yu Chang, Chien Liu, Tsu-Ching Hsiao, Zhang-Wei Hong, Chun-Yi Lee

Pages: 7251 - 7258

111) Aspect-Aware Graph Attention Network for Heterogeneous Information Networks

Author(s): Qidong Liu, Cheng Long, Jie Zhang, Mingliang Xu, Dacheng Tao

Pages: 7259 - 7266

IEEE Transactions on Neural Networks and Learning Systems, Volume 35, Issue 4, April 2024

1) Guest Editorial: Deep Neural Networks for Graphs: Theory, Models, Algorithms, and Applications

Author(s): Ming Li, Alessio Micheli, Yu Guang Wang, Shirui Pan, Pietro Lió, Giorgio Stefano Gnecco, Marcello Sanguineti

Pages: 4367 - 4372

2) Spectral Graph Convolutional Neural Networks in the Context of Regularization Theory

Author(s): Asif Salim, S. Sumitra

Pages: 4373 - 4384

3) Empowering Simple Graph Convolutional Networks

Author(s): Luca Pasa, Nicolò Navarin, Wolfgang Erb, Alessandro Sperduti

Pages: 4385 - 4399

4) Convolutional Neural Networks for Spherical Signal Processing via Area-Regular Spherical Haar Tight Framelets

Author(s): Jianfei Li, Han Feng, Xiaosheng Zhuang

Pages: 4400 - 4410

5) Debiased Graph Neural Networks With Agnostic Label Selection Bias

Author(s): Shaohua Fan, Xiao Wang, Chuan Shi, Kun Kuang, Nian Liu, Bai Wang

Pages: 4411 - 4422

6) Learning Aligned Vertex Convolutional Networks for Graph Classification

Author(s): Lixin Cui, Lu Bai, Xiao Bai, Yue Wang, Edwin R. Hancock

Pages: 4423 - 4437

7) Analyzing Heterogeneous Networks With Missing Attributes by Unsupervised Contrastive Learning

Author(s): Dongxiao He, Chundong Liang, Cuiying Huo, Zhiyong Feng, Di Jin, Liang Yang, Weixiong Zhang

Pages: 4438 - 4450

8) Parallelly Adaptive Graph Convolutional Clustering Model

Author(s): Xiaxia He, Boyue Wang, Yongli Hu, Junbin Gao, Yanfeng Sun, Baocai Yin

Pages: 4451 - 4464

9) GUIDE: Training Deep Graph Neural Networks via Guided Dropout Over Edges

Author(s): Jie Wang, Jianqing Liang, Jiye Liang, Kaixuan Yao

Pages: 4465 - 4477

10) ScaleGCN: Efficient and Effective Graph Convolution via Channel-Wise Scale Transformation

Author(s): Tianqi Zhang, Qitian Wu, Junchi Yan, Yunan Zhao, Bing Han

Pages: 4478 - 4490

11) Toward Quantized Model Parallelism for Graph-Augmented MLPs Based on Gradient-Free ADMM Framework

Author(s): Junxiang Wang, Hongyi Li, Zheng Chai, Yongchao Wang, Yue Cheng, Liang Zhao

Pages: 4491 - 4501

12) Attributed Graph Force Learning

Author(s): Ke Sun, Feng Xia, Jiaying Liu, Bo Xu, Vidya Saikrishna, Charu C. Aggarwal

Pages: 4502 - 4515

13) GNDAN: Graph Navigated Dual Attention Network for Zero-Shot Learning

Author(s): Shiming Chen, Ziming Hong, Guosen Xie, Qinmu Peng, Xinge You, Weiping Ding, Ling Shao

Pages: 4516 - 4529

14) Reverse Graph Learning for Graph Neural Network

Author(s): Liang Peng, Rongyao Hu, Fei Kong, Jiangzhang Gan, Yujie Mo, Xiaoshuang Shi, Xiaofeng Zhu

Pages: 4530 - 4541

15) Haar Wavelet Feature Compression for Quantized Graph Convolutional Networks

Author(s): Moshe Eliasof, Benjamin J. Bodner, Eran Treister

Pages: 4542 - 4553

16) CapMax: A Framework for Dynamic Network Representation Learning From the View of Multiuser Communication

Author(s): Chenming Yang, Hui Wen, Bryan Hooi, Liang Zhou

Pages: 4554 - 4566

17) Transition Propagation Graph Neural Networks for Temporal Networks

Author(s): Tongya Zheng, Zunlei Feng, Tianli Zhang, Yunzhi Hao, Mingli Song, Xingen Wang, Xinyu Wang, Ji Zhao, Chun Chen

Pages: 4567 - 4579

18) Status-Aware Signed Heterogeneous Network Embedding With Graph Neural Networks

Author(s): Wanyu Lin, Baochun Li

Pages: 4580 - 4592

19) Two-Level Graph Neural Network

Author(s): Xing Ai, Chengyu Sun, Zhihong Zhang, Edwin R. Hancock

Pages: 4593 - 4606

20) Structure-Aware Prototypical Neural Process for Few-Shot Graph Classification

Author(s): Xixun Lin, Zhao Li, Peng Zhang, Luchen Liu, Chuan Zhou, Bin Wang, Zhihong Tian

Pages: 4607 - 4621

21) Coarse-to-Fine Contrastive Learning on Graphs

Author(s): Peiyao Zhao, Yuangang Pan, Xin Li, Xu Chen, Ivor W. Tsang, Lejian Liao

Pages: 4622 - 4634

22) DyGCN: Efficient Dynamic Graph Embedding With Graph Convolutional Network

Author(s): Zeyu Cui, Zekun Li, Shu Wu, Xiaoyu Zhang, Qiang Liu, Liang Wang, Mengmeng Ai

Pages: 4635 - 4646

23) A Meta-Learning Approach for Training Explainable Graph Neural Networks

Author(s): Indro Spinelli, Simone Scardapane, Aurelio Uncini

Pages: 4647 - 4655

24) On Representation Knowledge Distillation for Graph Neural Networks

Author(s): Chaitanya K. Joshi, Fayao Liu, Xu Xun, Jie Lin, Chuan Sheng Foo

Pages: 4656 - 4667

25) Graph Neural Networks for Graph Drawing

Author(s): Matteo Tiezzi, Gabriele Ciravegna, Marco Gori

Pages: 4668 - 4681

26) A Comprehensive Survey on Community Detection With Deep Learning

Author(s): Xing Su, Shan Xue, Fanzhen Liu, Jia Wu, Jian Yang, Chuan Zhou, Wenbin Hu, Cecile Paris, Surya Nepal, Di Jin, Quan Z. Sheng, Philip S. Yu

Pages: 4682 - 4702

27) Hawk: Rapid Android Malware Detection Through Heterogeneous Graph Attention Networks

Author(s): Yiming Hei, Renyu Yang, Hao Peng, Lihong Wang, Xiaolin Xu, Jianwei Liu, Hong Liu, Jie Xu, Lichao Sun

Pages: 4703 - 4717

28) Causal Incremental Graph Convolution for Recommender System Retraining

Author(s): Sihao Ding, Fuli Feng, Xiangnan He, Yong Liao, Jun Shi, Yongdong Zhang

Pages: 4718 - 4728

29) SiReN: Sign-Aware Recommendation Using Graph Neural Networks

Author(s): Changwon Seo, Kyeong-Joong Jeong, Sungsu Lim, Won-Yong Shin

Pages: 4729 - 4743

30) Adversarial Danger Identification on Temporally Dynamic Graphs

Author(s): Fuqiang Liu, Jingbo Tian, Luis Miranda-Moreno, Lijun Sun

Pages: 4744 - 4755

31) Graph Convolutional Network Discrete Hashing for Cross-Modal Retrieval

Author(s): Cong Bai, Chao Zeng, Qing Ma, Jinglin Zhang

Pages: 4756 - 4767

32) Online Multi-Agent Forecasting With Interpretable Collaborative Graph Neural Networks

Author(s): Maosen Li, Siheng Chen, Yanning Shen, Genjia Liu, Ivor W. Tsang, Ya Zhang

Pages: 4768 - 4782

33) Fusing Higher-Order Features in Graph Neural Networks for Skeleton-Based Action Recognition

Author(s): Zhenyue Qin, Yang Liu, Pan Ji, Dongwoo Kim, Lei Wang, R. I. McKay, Saeed Anwar, Tom Gedeon

Pages: 4783 - 4797

34) A Novel Local–Global Graph Convolutional Method for Point Cloud Semantic Segmentation

Author(s): Zijin Du, Hailiang Ye, Feilong Cao

Pages: 4798 - 4812

35) Dual-Graph Attention Convolution Network for 3-D Point Cloud Classification

Author(s): Chang-Qin Huang, Fan Jiang, Qiong-Hao Huang, Xi-Zhe Wang, Zhong-Mei Han, Wei-Yu Huang

Pages: 4813 - 4825

36) A Mutually Supervised Graph Attention Network for Few-Shot Segmentation: The Perspective of Fully Utilizing Limited Samples

Author(s): Honghao Gao, Junsheng Xiao, Yuyu Yin, Tong Liu, Jiangang Shi

Pages: 4826 - 4838

37) Graph-Based Contrastive Learning for Description and Detection of Local Features

Author(s): Zihao Wang, Zhen Li, Xueyi Li, Wenjie Chen, Xiangdong Liu

Pages: 4839 - 4851

38) Geometry-Based Molecular Generation With Deep Constrained Variational Autoencoder

Author(s): Chunyan Li, Junfeng Yao, Wei Wei, Zhangming Niu, Xiangxiang Zeng, Jin Li, Jianmin Wang

Pages: 4852 - 4861

39) Functional Connectivity Prediction With Deep Learning for Graph Transformation

Author(s): Negar Etemadyrad, Yuyang Gao, Qingzhe Li, Xiaojie Guo, Frank Krueger, Qixiang Lin, Deqiang Qiu, Liang Zhao

Pages: 4862 - 4875

40) Survival Analysis of High-Dimensional Data With Graph Convolutional Networks and Geometric Graphs

Author(s): Yurong Ling, Zijing Liu, Jing-Hao Xue

Pages: 4876 - 4886

41) Nowhere to Hide: Online Rumor Detection Based on Retweeting Graph Neural Networks

Author(s): Bo Liu, Xiangguo Sun, Qing Meng, Xinyan Yang, Yang Lee, Jiuxin Cao, Junzhou Luo, Roy Ka-Wei Lee

Pages: 4887 - 4898

42) IEEE Transactions on Neural Networks and Learning Systems Special Issue on Causal Discovery and Causality-Inspired Machine Learning

Author(s): Kun Zhang, Ilya Shpitser, Sara Magliacane, Davide Bacciu, Fei Wu, Changshui Zhang, Peter Spirtes

Pages: 4899 - 4901

43) Local Independence Testing for Point Processes

Author(s): Nikolaj Thams, Niels Richard Hansen

Pages: 4902 - 4910

44) Causal Discovery on Discrete Data via Weighted Normalized Wasserstein Distance

Author(s): Yi Wei, Xiaofei Li, Lihui Lin, Dengming Zhu, Qingyong Li

Pages: 4911 - 4923

45) On Low-Rank Directed Acyclic Graphs and Causal Structure Learning

Author(s): Zhuangyan Fang, Shengyu Zhu, Jiji Zhang, Yue Liu, Zhitang Chen, Yangbo He

Pages: 4924 - 4937

46) Leveraging Directed Causal Discovery to Detect Latent Common Causes in Cause-Effect Pairs

Author(s): Ciarán M. Gilligan-Lee, Christopher Hart, Jonathan Richens, Saurabh Johri

Pages: 4938 - 4947

47) Linear Deconfounded Score Method: Scoring DAGs With Dense Unobserved Confounding

Author(s): Alexis Bellot, Mihaela van der Schaar

Pages: 4948 - 4962

48) Out-of-Sample Tuning for Causal Discovery

Author(s): Konstantina Biza, Ioannis Tsamardinos, Sofia Triantafillou

Pages: 4963 - 4973

49) A Stepwise Multivariate Granger Causality Method for Constructing Hierarchical Directed Brain Functional Network

Author(s): Qing Gao, Ning Luo, Minfeng Liang, Weiqi Zhou, Yan Li, Rong Li, Xiaofei Hu, Ting Zou, Xuyang Wang, Jiali Yu, Jinsong Leng, Huafu Chen

Pages: 4974 - 4984

50) Is Single Enough? A Joint Spatiotemporal Feature Learning Framework for Multivariate Time Series Prediction

Author(s): Kaixin Yuan, Kai Wu, Jing Liu

Pages: 4985 - 4998

51) Probabilistic Causal Effect Estimation With Global Neural Network Forecasting Models

Author(s): Priscila Grecov, Ankitha Nandipura Prasanna, Klaus Ackermann, Sam Campbell, Debbie Scott, Dan I. Lubman, Christoph Bergmeir

Pages: 4999 - 5013

52) Covariate Balancing Methods for Randomized Controlled Trials Are Not Adversarially Robust

Author(s): Hossein Babaei, Sina Alemohammad, Richard G. Baraniuk

Pages: 5014 - 5026

53) Targeted-BEHRT: Deep Learning for Observational Causal Inference on Longitudinal Electronic Health Records

Author(s): Shishir Rao, Mohammad Mamouei, Gholamreza Salimi-Khorshidi, Yikuan Li, Rema Ramakrishnan, Abdelaali Hassaine, Dexter Canoy, Kazem Rahimi

Pages: 5027 - 5038

54) Causality-Aware Predictions in Static Anticausal Machine Learning Tasks

Author(s): Elias Chaibub Neto

Pages: 5039 - 5053

55) Learning to Double-Check Model Prediction From a Causal Perspective

Author(s): Xun Deng, Fuli Feng, Xiang Wang, Xiangnan He, Hanwang Zhang, Tat-Seng Chua

Pages: 5054 - 5063

56) Deep Reinforcement Learning: A Survey

Author(s): Xu Wang, Sen Wang, Xingxing Liang, Dawei Zhao, Jincai Huang, Xin Xu, Bin Dai, Qiguang Miao

Pages: 5064 - 5078

57) Sampled-Data Control for Exponential Synchronization of Delayed Inertial Neural Networks With Aperiodic Sampling and State Quantization

Author(s): Zheng You, Huaicheng Yan, Hao Zhang, Meng Wang, Kaibo Shi

Pages: 5079 - 5091

58) Discriminative Suprasphere Embedding for Fine-Grained Visual Categorization

Author(s): Shuo Ye, Qinmu Peng, Wenju Sun, Jiamiao Xu, Yu Wang, Xinge You, Yiu-Ming Cheung

Pages: 5092 - 5102

59) Deep Metric Learning Based on Meta-Mining Strategy With Semiglobal Information

Author(s): Xiruo Jiang, Sheng Liu, Xili Dai, Guosheng Hu, Xingguo Huang, Yazhou Yao, Guo-Sen Xie, Ling Shao

Pages: 5103 - 5116

60) A Hybrid CMOS-Memristor Spiking Neural Network Supporting Multiple Learning Rules

Author(s): Davide Florini, Daniela Gandolfi, Jonathan Mapelli, Lorenzo Benatti, Paolo Pavan, Francesco Maria Puglisi

Pages: 5117 - 5129

61) Eye-LRCN: A Long-Term Recurrent Convolutional Network for Eye Blink Completeness Detection

Author(s): Gonzalo de la Cruz, Madalena Lira, Oscar Luaces, Beatriz Remeseiro

Pages: 5130 - 5140

62) Counting Crowd by Weighing Counts: A Sequential Decision-Making Perspective

Author(s): Hao Lu, Liang Liu, Hu Wang, Zhiguo Cao

Pages: 5141 - 5154

63) Contrastive Unfolding Deraining Network

Author(s): Zihong Huang, Jian Zhang

Pages: 5155 - 5169

64) A Convergence Path to Deep Learning on Noisy Labels

Author(s): Defu Liu, Ivor W. Tsang, Guowu Yang

Pages: 5170 - 5182

65) Explicit and Implicit Pattern Relation Analysis for Discovering Actionable Negative Sequences

Author(s): Wei Wang, Longbing Cao

Pages: 5183 - 5197

66) Synchronization of Stochastic Neural Networks Using Looped-Lyapunov Functional and Its Application to Secure Communication

Author(s): Bhuvaneshwari Ganesan, Prakash Mani, Lakshmanan Shanmugam, Manivannan Annamalai

Pages: 5198 - 5210

67) Holistic-Guided Disentangled Learning With Cross-Video Semantics Mining for Concurrent First-Person and Third-Person Activity Recognition

Author(s): Tianshan Liu, Rui Zhao, Wenqi Jia, Kin-Man Lam, Jun Kong

Pages: 5211 - 5225

68) Learning to Synthesize Compatible Fashion Items Using Semantic Alignment and Collocation Classification: An Outfit Generation Framework

Author(s): Dongliang Zhou, Haijun Zhang, Kai Yang, Linlin Liu, Han Yan, Xiaofei Xu, Zhao Zhang, Shuicheng Yan

Pages: 5226 - 5240

69) Distributed Adaptive Forwarding Finite-Time Output Consensus of High-Order Multiagent Systems via Immersion and Invariance-Based Approximator

Author(s): Yang Yang, Shuang Song, Sergey Gorbachev, Dong Yue, Jianchao He

Pages: 5241 - 5255

70) Error Loss Networks

Author(s): Badong Chen, Yunfei Zheng, Pengju Ren

Pages: 5256 - 5268

71) Action Candidate Driven Clipped Double Q-Learning for Discrete and Continuous Action Tasks

Author(s): Haobo Jiang, Guangyu Li, Jin Xie, Jian Yang

Pages: 5269 - 5279

72) Minimax Optimal Bandits for Heavy Tail Rewards

Author(s): Kyungjae Lee, Sungbin Lim

Pages: 5280 - 5294

73) Observer-Based Neural Control of N-Link Flexible-Joint Robots

Author(s): Hui Ma, Hongru Ren, Qi Zhou, Hongyi Li, Zhenyou Wang

Pages: 5295 - 5305

74) LaplaceNet: A Hybrid Graph-Energy Neural Network for Deep Semisupervised Classification

Author(s): Philip Sellars, Angelica I. Aviles-Rivero, Carola-Bibiane Schönlieb

Pages: 5306 - 5318

75) An Efficient and Adaptive Granular-Ball Generation Method in Classification Problem

Author(s): Shuyin Xia, Xiaochuan Dai, Guoyin Wang, Xinbo Gao, Elisabeth Giem

Pages: 5319 - 5331

76) Sampled-Data-Based Secure Synchronization Control for Chaotic Lur’e Systems Subject to Denial-of-Service Attacks

Author(s): Yingjie Fan, Xia Huang, Yuxia Li, Hao Shen

Pages: 5332 - 5344

77) Event-Triggered Adaptive Fuzzy Neural Network Output Feedback Control for Constrained Stochastic Nonlinear Systems

Author(s): Chenyi Si, Qing-Guo Wang, Jinpeng Yu

Pages: 5345 - 5354

78) SwinPA-Net: Swin Transformer-Based Multiscale Feature Pyramid Aggregation Network for Medical Image Segmentation

Author(s): Hao Du, Jiazheng Wang, Min Liu, Yaonan Wang, Erik Meijering

Pages: 5355 - 5366

79) An Adaptive Black-Box Defense Against Trojan Attacks (TrojDef)

Author(s): Guanxiong Liu, Abdallah Khreishah, Fatima Sharadgah, Issa Khalil

Pages: 5367 - 5381

80) Spurious Local Minima are Common for Deep Neural Networks With Piecewise Linear Activations

Author(s): Bo Liu

Pages: 5382 - 5394

81) Generalized Weakly Supervised Object Localization

Author(s): Dingwen Zhang, Guangyu Guo, Wenyuan Zeng, Lei Li, Junwei Han

Pages: 5395 - 5406

82) A Conformable Moments-Based Deep Learning System for Forged Handwriting Detection

Author(s): Lokesh Nandanwar, Palaiahnakote Shivakumara, Hamid A. Jalab, Rabha W. Ibrahim, Ramachandra Raghavendra, Umapada Pal, Tong Lu, Michael Blumenstein

Pages: 5407 - 5420

83) A Learning-Based Approach for Diagnosis and Diagnosability of Unknown Discrete Event Systems

Author(s): Ira Wendell Bates, Ali Karimoddini, Mohammad Karimadini

Pages: 5421 - 5434

84) Few-Shot Object Detection With Self-Supervising and Cooperative Classifier

Author(s): Di Qi, Jilin Hu, Jianbing Shen

Pages: 5435 - 5446

85) Not All Instances Contribute Equally: Instance-Adaptive Class Representation Learning for Few-Shot Visual Recognition

Author(s): Mengya Han, Yibing Zhan, Yong Luo, Bo Du, Han Hu, Yonggang Wen, Dacheng Tao

Pages: 5447 - 5460

86) Graph Representation Learning for Large-Scale Neuronal Morphological Analysis

Author(s): Jie Zhao, Xuejin Chen, Zhiwei Xiong, Zheng-Jun Zha, Feng Wu

Pages: 5461 - 5472

87) Multi-Behavior Graph Neural Networks for Recommender System

Author(s): Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Liefeng Bo

Pages: 5473 - 5487

88) Neural Joint Entropy Estimation

Author(s): Yuval Shalev, Amichai Painsky, Irad Ben-Gal

Pages: 5488 - 5500

89) Adaptive Neural Network-Based Event-Triggered SOC Observer With Application to a Stochastic Battery Model

Author(s): Chenyang Pan, Zhaoxia Peng, Shichun Yang, Guoguang Wen, Biao Luo, Tingwen Huang

Pages: 5501 - 5511

90) Output Feedback-Based Consensus for Nonlinear Multiagent Systems: The Event-Triggered Communication Strategy

Author(s): Lihua Tan, Xin Wang, Chuandong Li, Xing He

Pages: 5512 - 5522

91) Differentially Private Consensus for Second-Order Multiagent Systems With Quantized Communication

Author(s): Wenjun Zhang, Bing-Chang Wang, Yong Liang

Pages: 5523 - 5535

92) Understanding the Distributions of Aggregation Layers in Deep Neural Networks

Author(s): Eng-Jon Ong, Sameed Husain, Miroslaw Bober

Pages: 5536 - 5550

93) Exponential Convergence of Primal–Dual Dynamics Under General Conditions and Its Application to Distributed Optimization

Author(s): Luyao Guo, Xinli Shi, Jinde Cao, Zihao Wang

Pages: 5551 - 5565

94) Grouped Spherical Data Modeling Through Hierarchical Nonparametric Bayesian Models and Its Application to fMRI Data Analysis

Author(s): Wentao Fan, Lin Yang, Nizar Bouguila

Pages: 5566 - 5576

95) Optimal Tracking Control of Heterogeneous MASs Using Event-Driven Adaptive Observer and Reinforcement Learning

Author(s): Yong Xu, Jian Sun, Ya-Jun Pan, Zheng-Guang Wu

Pages: 5577 - 5587

96) CTV-Net: Complex-Valued TV-Driven Network With Nested Topology for 3-D SAR Imaging

Author(s): Mou Wang, Shunjun Wei, Zichen Zhou, Jun Shi, Xiaoling Zhang, Yongxin Guo

Pages: 5588 - 5602

97) The Dilemma of Quantum Neural Networks

Author(s): Yang Qian, Xinbiao Wang, Yuxuan Du, Xingyao Wu, Dacheng Tao

Pages: 5603 - 5615

98) Learning Complementary Correlations for Depth Super-Resolution With Incomplete Data in Real World

Author(s): Zhiqiang Yan, Kun Wang, Xiang Li, Zhenyu Zhang, Guangyu Li, Jun Li, Jian Yang

Pages: 5616 - 5626

99) M3W: Multistep Three-Way Clustering

Author(s): Mingjing Du, Jingqi Zhao, Jiarui Sun, Yongquan Dong

Pages: 5627 - 5640

100) Fuzzy Graph Subspace Convolutional Network

Author(s): Jianhang Zhou, Qi Zhang, Shaoning Zeng, Bob Zhang

Pages: 5641 - 5655

101) Learning Dynamic Compact Memory Embedding for Deformable Visual Object Tracking

Author(s): Hongtao Yu, Pengfei Zhu, Kaihua Zhang, Yu Wang, Shuai Zhao, Lei Wang, Tianzhu Zhang, Qinghua Hu

Pages: 5656 - 5670

102) Asymmetric Constrained Optimal Tracking Control With Critic Learning of Nonlinear Multiplayer Zero-Sum Games

Author(s): Junfei Qiao, Menghua Li, Ding Wang

Pages: 5671 - 5683

103) WalkGAN: Network Representation Learning With Sequence-Based Generative Adversarial Networks

Author(s): Taisong Jin, Xixi Yang, Zhengtao Yu, Han Luo, Yongmei Zhang, Feiran Jie, Xiangxiang Zeng, Min Jiang

Pages: 5684 - 5694

104) A Reinforcement Learning Approach for Flexible Job Shop Scheduling Problem With Crane Transportation and Setup Times

Author(s): Yu Du, Junqing Li, Chengdong Li, Peiyong Duan

Pages: 5695 - 5709

105) On the Equivalence of Linear Discriminant Analysis and Least Squares Regression

Author(s): Feiping Nie, Hong Chen, Shiming Xiang, Changshui Zhang, Shuicheng Yan, Xuelong Li

Pages: 5710 - 5720

106) Fast Multilabel Feature Selection via Global Relevance and Redundancy Optimization

Author(s): Jia Zhang, Yidong Lin, Min Jiang, Shaozi Li, Yong Tang, Jinyi Long, Jian Weng, Kay Chen Tan

Pages: 5721 - 5734

107) Learning Transactional Behavioral Representations for Credit Card Fraud Detection

Author(s): Yu Xie, Guanjun Liu, Chungang Yan, Changjun Jiang, Mengchu Zhou, Maozhen Li

Pages: 5735 - 5748

108) Unsupervised Fusion Feature Matching for Data Bias in Uncertainty Active Learning

Author(s): Wei Huang, Shuzhou Sun, Xiao Lin, Ping Li, Lei Zhu, Jihong Wang, C. L. Philip Chen, Bin Sheng

Pages: 5749 - 5763

109) Sequential Fusion Estimation for Multirate Complex Networks With Uniform Quantization: A Zonotopic Set-Membership Approach

Author(s): Zhongyi Zhao, Zidong Wang, Lei Zou

Pages: 5764 - 5777

110) Design and Experimental Validation of Deep Reinforcement Learning-Based Fast Trajectory Planning and Control for Mobile Robot in Unknown Environment

Author(s): Runqi Chai, Hanlin Niu, Joaquin Carrasco, Farshad Arvin, Hujun Yin, Barry Lennox

Pages: 5778 - 5792

111) A Jump-Gain Integral Recurrent Neural Network for Solving Noise-Disturbed Time-Variant Nonlinear Inequality Problems

Author(s): Zhijun Zhang, Yating Song, Lunan Zheng, Yamei Luo

Pages: 5793 - 5806

112) Balancing Transferability and Discriminability for Unsupervised Domain Adaptation

Author(s): Jingke Huang, Ni Xiao, Lei Zhang

Pages: 5807 - 5814

IEEE Transactions on Emerging Topics in Computational Intelligence, Volume 8, Issue 2, April 2024

1) Skeletal Video Anomaly Detection Using Deep Learning: Survey, Challenges, and Future Directions

Author(s): Pratik K. Mishra, Alex Mihailidis, Shehroz S. Khan

Pages: 1073 - 1085

2) Event-Based ADP Tracking Control of Complex-Valued Nonlinear Systems

Author(s): Tao Dong, Kai Li, Tingwen Huang

Pages: 1086 - 1096

3) EAYv3-CFC3: Ensemble Learning With Attention-Based Yv3 Combined With CFC3 Loss for Obscenity Detection

Author(s): Sonali Samal, Yu-Dong Zhang, Juan Manuel Gorriz Saez, Shui-Hua Wang, Bunil Kumar Balabantaray, Rajashree Nayak

Pages: 1097 - 1101

4) Aggregation of Basic Uncertain Information With Two-Step Aggregation Frame

Author(s): LeSheng Jin, Zhen-Song Chen, Witold Pedrycz, Tapan Senapati, Boris Yatsalo, Radko Mesiar, Gleb Beliakov, Luis Martínez

Pages: 1102 - 1109

5) Sample-Based Continuous Approximation for Computing Probabilistic Boundary of Future State Trajectory in Uncertain Dynamical Systems

Author(s): Xun Shen

Pages: 1110 - 1117

6) An Evolving Preference-Based Recommendation System

Author(s): Yi-Cheng Chen, Wang-Chien Lee

Pages: 1118 - 1124

7) ACENet: Auxiliary Context-Information Enhancement Network for RGB-D Indoor Scene Semantic Segmentation

Author(s): Wujie Zhou, Gao Xu, Fangfang Qiang, Lu Yu

Pages: 1125 - 1129

8) More Practical Coupled Neural Network Systems Under Event-Triggered Impulsive Control: A Novel Study Approach

Author(s): Ruihong Xiu, Wei Zhang

Pages: 1130 - 1135

9) Linguistic Models: Optimization With the Use of Conditional Fuzzy C-Means

Author(s): TaiLong Jing, Witold Pedrycz, XiuBin Zhu, Giancarlo Succi, ZhiWu Li

Pages: 1136 - 1141

10) A Knowledge-Based Cooperative Co-Evolutionary Algorithm for Non-Contact Voltage Measurement

Author(s): Hongbin Li, Chaojun Ma, Chuanji Zhang, Qing Chen, Cheng He, Yaochu Jin

Pages: 1142 - 1155

11) Enhancing Low-Density EEG-Based Brain-Computer Interfacing With Similarity-Keeping Knowledge Distillation

Author(s): Xin-Yao Huang, Sung-Yu Chen, Chun-Shu Wei

Pages: 1156 - 1166

12) FSNet: A Hybrid Model for Seasonal Forecasting

Author(s): Ahmed Rebei, Manar Amayri, Nizar Bouguila

Pages: 1167 - 1180

13) Dynamic Memory-Based Curiosity: A Bootstrap Approach for Exploration in Reinforcement Learning

Author(s): Zijian Gao, Yiying Li, Kele Xu, Yuanzhao Zhai, Bo Ding, Dawei Feng, Xinjun Mao, Huaimin Wang

Pages: 1181 - 1193

14) MS-CLS: An Effective Partitioning and Placement Metaheuristic for Wafer-Scale Physics Modeling

Author(s): Canhui Luo, Zhouxing Su, Zhipeng Lü

Pages: 1194 - 1208

15) Adaptive Divergence-Based Non-Negative Latent Factor Analysis of High-Dimensional and Incomplete Matrices From Industrial Applications

Author(s): Ye Yuan, Xin Luo, MengChu Zhou

Pages: 1209 - 1222

16) Differential Privacy-Preserving of Multi-Party Collaboration Under Federated Learning in Data Center Networks

Author(s): Xi Wang, Weibei Fan, Xinzhi Hu, Jing He, Chi-Hung Chi

Pages: 1223 - 1237

17) RACFIS: A New Rapid Adaptive Complex Fuzzy Inference System for Regression Modelling

Author(s): Chuan Xue, Mahdi Mahfouf

Pages: 1238 - 1252

18) Self-Attention Over Tree for Relation Extraction With Data-Efficiency and Computational Efficiency

Author(s): Shengfei Lyu, Xiren Zhou, Xingyu Wu, Qiuju Chen, Huanhuan Chen

Pages: 1253 - 1263

19) Takagi–Sugeno–Kang Fuzzy Clustering by Direct Fuzzy Inference on Fuzzy Rules

Author(s): Suhang Gu, Yongxin Chou, Jie Zhou, Zhibin Jiang, Mingli Lu

Pages: 1264 - 1279

20) A Continuous Neural Network Adaptive Controller for Consensus of Uncertain Multi-Agent Systems

Author(s): Peijun Wang, Huanhuan Tian, Di Huang, Tingwen Huang

Pages: 1280 - 1289

21) SIDNet: Learning Shading-Aware Illumination Descriptor for Image Harmonization

Author(s): Zhongyun Hu, Ntumba Elie Nsampi, Xue Wang, Qing Wang

Pages: 1290 - 1302

22) A Complex-Valued Variant-Parameter Robust Zeroing Neural Network Model and its Applications

Author(s): Jie Jin, Jingcan Zhu, Lan Zhou, Chaoyang Chen, Lianghong Wu, Ming Lu, Changren Zhu, Lei Chen, Lv Zhao, Zhijing Li

Pages: 1303 - 1321

23) BSS-TFNet: Attention-Enhanced Background Signal Suppression Network for Time-Frequency Spectrum in Magnetic Particle Imaging

Author(s): Zechen Wei, Yanjun Liu, Tao Zhu, Xin Yang, Jie Tian, Hui Hui

Pages: 1322 - 1336

24) MDG: A Multi-Task Dynamic Graph Generation Framework for Multivariate Time Series Forecasting

Author(s): Longhao Huang, Jidong Yuan, Shengbo Chen, Xu Li

Pages: 1337 - 1349

25) Passivity for Multiadaptive Coupled Fractional- Order Reaction-Diffusion Neural Networks

Author(s): Jin-Liang Wang, Chen-Guang Liu, Xiao-Lu Liu, Lina Huang, Tingwen Huang

Pages: 1350 - 1361

26) LGABL: UHD Multi-Exposure Image Fusion via Local and Global Aware Bilateral Learning

Author(s): Di Wang, Zhuoran Zheng, Weiping Ding, Xiuyi Jia

Pages: 1362 - 1375

27) Multi-Screen Adaptive Displaying With Augmented Reality Manipulation Based on the Internet of People

Author(s): Lien-Wu Chen, Ai-Ni Li, Yu-An Shi

Pages: 1376 - 1387

28) Efficient Direct Aperture Optimization via Evolutionary Computation With Customized Variation Operators

Author(s): Ye Tian, Yaopei Guang, Langchun Si, Ruifen Cao, Xi Pei, Xingyi Zhang

Pages: 1388 - 1401

29) Time-Sensitive Federated Learning With Heterogeneous Training Intensity: A Deep Reinforcement Learning Approach

Author(s): Weijian Pan, Xiumin Wang, Pan Zhou, Weiwei Lin

Pages: 1402 - 1415

30) Predefined-Time Noise Immunity ZNN Model for Dynamic Quaternion Least Squares Problem and Application to Synchronization of Hyperchaotic Systems

Author(s): Lin Xiao, Penglin Cao, Yongjun He, Liu Luo, Linju Li

Pages: 1416 - 1426

31) Robust Learning-Based Gain-Scheduled Path Following Controller Design for Autonomous Ground Vehicles

Author(s): Qian Shi, Hui Zhang, Witold Pedrycz

Pages: 1427 - 1436

32) A Robust Real-Time Anchor-Free Traffic Sign Detector With One-Level Feature

Author(s): Jianming Zhang, Yaru Lv, Jiajun Tao, Fengxiang Huang, Jin Zhang

Pages: 1437 - 1451

33) Multilingual Program Code Classification Using n-Layered Bi-LSTM Model With Optimized Hyperparameters

Author(s): Md. Mostafizer Rahman, Yutaka Watanobe

Pages: 1452 - 1468

34) Spatio-Temporal EEG Representation Learning on Riemannian Manifold and Euclidean Space

Author(s): Guangyi Zhang, Ali Etemad

Pages: 1469 - 1483

35) Spatio-Temporal Feature Integration for Quality Assessment of Stitched Omnidirectional Images

Author(s): Huixin Hu, Feng Shao, Huizhi Wang, Baoyang Mu, Hangwei Chen, Qiuping Jiang, Wenfei Chen

Pages: 1484 - 1499

36) A Subspace-Knowledge Transfer Based Dynamic Constrained Multiobjective Evolutionary Algorithm

Author(s): Guoyu Chen, Yinan Guo, Min Jiang, Shengxiang Yang, Xiaoxiao Zhao, Dunwei Gong

Pages: 1500 - 1512

37) STFNet: Self-Supervised Transformer for Infrared and Visible Image Fusion

Author(s): Qiao Liu, Jiatian Pi, Peng Gao, Di Yuan

Pages: 1513 - 1526

38) Multi-Agent Task Assignment in Vehicular Edge Computing: A Regret-Matching Learning-Based Approach

Author(s): Bach Long Nguyen, Duong D. Nguyen, Hung X. Nguyen, Duy T. Ngo, Markus Wagner

Pages: 1527 - 1539

39) Evolutionary Multitasking Optimization Enhanced by Geodesic Flow Kernel

Author(s): Fuhao Gao, Weifeng Gao, Lingling Huang, Jin Xie, Hong Li, Maoguo Gong

Pages: 1540 - 1549

40) Unified and Tensorized Incomplete Multi-View Kernel Subspace Clustering

Author(s): Guang-Yu Zhang, Dong Huang, Chang-Dong Wang

Pages: 1550 - 1566

41) Knowledge-Assisted Dual-Stage Evolutionary Optimization of Large-Scale Crude Oil Scheduling

Author(s): Wanting Zhang, Wei Du, Guo Yu, Renchu He, Wenli Du, Yaochu Jin

Pages: 1567 - 1581

42) DeepCluE: Enhanced Deep Clustering via Multi-Layer Ensembles in Neural Networks

Author(s): Dong Huang, Ding-Hua Chen, Xiangji Chen, Chang-Dong Wang, Jian-Huang Lai

Pages: 1582 - 1594

43) A Novel Fuzzy Feature Generation Approach for Happiness Prediction

Author(s): Zongwen Fan, Jin Gou, Shaoyuan Weng

Pages: 1595 - 1608

44) Exploring Rhythms and Channels-Based EEG Biomarkers for Early Detection of Alzheimer's Disease

Author(s): Siuly Siuly, Ömer Faruk Alçin, Hua Wang, Yan Li, Peng Wen

Pages: 1609 - 1623

45) Evolutionary Multitasking Local Community Detection on Attributed Networks

Author(s): Lei Zhang, Bin Li, Li Ni, Haipeng Yang, Renzhi Cao

Pages: 1624 - 1639

46) Verifiable Privacy-Preserving Image Retrieval in Multi-Owner Multi-User Settings

Author(s): Shahzad Khan, Haider Abbas, Waseem Iqbal

Pages: 1640 - 1655

47) SiamDMU: Siamese Dual Mask Update Network for Visual Object Tracking

Author(s): Jing Liu, Han Wang, Chao Ma, Yuting Su, Xiaokang Yang

Pages: 1656 - 1669

48) A Sequential Three-Way Decision-Based Group Consensus Method With Regret Theory Under Interval Multi-Scale Decision Information Systems

Author(s): Yibin Xiao, Jianming Zhan, Chao Zhang, Peide Liu

Pages: 1670 - 1686

49) Intelligent Scheduling for Group Distributed Manufacturing Systems: Harnessing Deep Reinforcement Learning in Cloud-Edge Cooperation

Author(s): Peng Guo, Jianyu Xiong, Yi Wang, Xiangyin Meng, Linmao Qian

Pages: 1687 - 1698

50) An Evolutionary Multitasking Method for High-Dimensional Receiver Operating Characteristic Convex Hull Maximization

Author(s): Fan Cheng, Shengda Shu, Lei Zhang, Ming Tan, Jianfeng Qiu

Pages: 1699 - 1713

51) Generative Adversarial Registration Network for Multi-Contrast Liver MRI Registration and Added Value to Hepatocellular Carcinoma Segmentation: A Multicentre Study

Author(s): Hang Yu, Shu Wu, Rencheng Zheng, Ruokun Li, Qidong Wang, Caizhong Chen, Fei Dai, Weibo Chen, Chengyan Wang, He Wang

Pages: 1714 - 1727

52) Residual Analysis-Based Model Improvement for State Space Models With Nonlinear Responses

Author(s): Xun Shen, Jiancang Zhuang

Pages: 1728 - 1743

53) A Click Conversion Rate Model of E-Commerce Platforms Aiming at Effective Data Sparse

Author(s): Shihong Wei, Jian Zhang, Zhou Yang, Qian Li, Yucai Pang, Yunpeng Xiao

Pages: 1744 - 1755

54) MTCAM: A Novel Weakly-Supervised Audio-Visual Saliency Prediction Model With Multi-Modal Transformer

Author(s): Dandan Zhu, Kun Zhu, Weiping Ding, Nana Zhang, Xiongkuo Min, Guangtao Zhai, Xiaokang Yang

Pages: 1756 - 1771

55) A Two-Stage Multi-Target Domain Adaptation Framework for Prediction of Key Performance Indicators Based on Adversarial Network

Author(s): Cheng Su, Xin Peng, Dan Yang, Zhi Li, Xiaolong Wu, Weimin Zhong

Pages: 1772 - 1787

56) Heterogeneous-Grained Multi-Modal Graph Network for Outfit Recommendation

Author(s): Rucong Xu, Jianfeng Wang, Yun Li

Pages: 1788 - 1799

57) Joint Self-Supervised Enhancement and Denoising of Low-Light Images

Author(s): Ting Yu, Shuai Wang, Wei Chen, F. Richard Yu, Victor C. M. Leung, Zijian Tian

Pages: 1800 - 1813

58) Supervised Reconstruction for High-Dimensional Expensive Multiobjective Optimization

Author(s): Hongbin Li, Jianqing Lin, Qing Chen, Cheng He, Linqiang Pan

Pages: 1814 - 1827

59) Neural Network-Based Optimal Fault-Tolerant Control for Interconnected Nonlinear Systems With Actuator Failures

Author(s): Yujia Wang, Tong Wang, Chuang Li, Jiae Yang

Pages: 1828 - 1840

60) Collaborative Embedding Learning via Tensor Integration for Multi-View Clustering

Author(s): Yue Zhang, Xin Sun, Hongmin Cai, Haiyan Wang, Jiazhou Chen, Endai Guo, Fei Qi, Junyu Li

Pages: 1841 - 1852

61) Significance of Anatomical Constraints in Virtual Try-On

Author(s): Debapriya Roy, Sanchayan Santra, Diganta Mukherjee, Bhabatosh Chanda

Pages: 1853 - 1864

62) Time-Varying Weights in Multi-Reward Architecture for Deep Reinforcement Learning

Author(s): Meng Xu, Xinhong Chen, Yechao She, Yang Jin, Jianping Wang

Pages: 1865 - 1881

63) Self-Supervised Adaptive Illumination Estimation for Low-Light Image Enhancement

Author(s): Ting Yu, Shuai Wang, Wei Chen, F. Richard Yu, Victor C. M. Leung, Zijian Tian

Pages: 1882 - 1893

64) A New Multitask Joint Learning Framework for Expensive Multi-Objective Optimization Problems

Author(s): Jianping Luo, Yongfei Dong, Qiqi Liu, Zexuan Zhu, Wenming Cao, Kay Chen Tan, Yaochu Jin

Pages: 1894 - 1909

65) Deep Variational Inference Network for Single Image Reflection Removal

Author(s): Ya-Nan Zhang, Qiufu Li, Linlin Shen, Ailian He, Song Wu

Pages: 1910 - 1921

66) Sparse Hyperspectral Unmixing With Preference-Based Evolutionary Multiobjective Multitasking Optimization

Author(s): Hao Li, Dezhong Li, Maoguo Gong, Jianzhao Li, A. K. Qin, Lining Xing, Fei Xie

Pages: 1922 - 1937

67) Parameterized L0 Image Smoothing With Unsupervised Learning

Author(s): Yang Yang, Ling Tang, Tao Yan, Lanling Zeng, Xiangjun Shen, Yongzhao Zhan

Pages: 1938 - 1951

68) UIE-Convformer: Underwater Image Enhancement Based on Convolution and Feature Fusion Transformer

Author(s): Biao Wang, Haiyong Xu, Gangyi Jiang, Mei Yu, Tingdi Ren, Ting Luo, Zhongjie Zhu

Pages: 1952 - 1968

69) A Multi-Population Based Evolutionary Algorithm for Many-Objective Recommendations

Author(s): Lei Zhang, Huabin Zhang, Zihao Chen, Sibo Liu, Haipeng Yang, Hongke Zhao

Pages: 1969 - 1982

70) DUNet: Dual U-Net Architecture for Ocean Eddies Detection and Tracking

Author(s): Shaik John Saida, Samit Ari

Pages: 1983 - 1993

71) Electrode Domain Adaptation Network: Minimizing the Difference Across Electrodes in Single-Source to Single-Target Motor Imagery Classification

Author(s): Zhige Chen, Rui Yang, Mengjie Huang, Zidong Wang, Xiaohui Liu

Pages: 1994 - 2008

72) Fuzzy Ranking-Based Preference Completion via Graph Pattern Matching and Rematching

Author(s): Lei Li, Pan Liu, Chenyang Bu, Zan Zhang, Xindong Wu

Pages: 2009 - 2021

73) GBG++: A Fast and Stable Granular Ball Generation Method for Classification

Author(s): Qin Xie, Qinghua Zhang, Shuyin Xia, Fan Zhao, Chengying Wu, Guoyin Wang, Weiping Ding

Pages: 2022 - 2036

74) Hierarchical Multivariate Representation Learning for Face Sketch Recognition

Author(s): Jiahao Zheng, Yu Tang, Anthony Huang, Dapeng Wu

Pages: 2037 - 2049

75) A Surrogate-Assisted Expensive Constrained Multi-Objective Optimization Algorithm Based on Adaptive Switching of Acquisition Functions

Author(s): Haofeng Wu, Qingda Chen, Yaochu Jin, Jinliang Ding, Tianyou Chai

Pages: 2050 - 2064

76) Design and Analysis of Reciprocal Zhang Neuronet Handling Temporally-Variant Linear Matrix-Vector Equations Applied to Mobile Localization

Author(s): Jielong Chen, Yan Pan, Shuai Li, Yunong Zhang

Pages: 2065 - 2074

77) IM-LIF: Improved Neuronal Dynamics With Attention Mechanism for Direct Training Deep Spiking Neural Network

Author(s): Shuang Lian, Jiangrong Shen, Ziming Wang, Huajin Tang

Pages: 2075 - 2085

78) Game of Drones: Intelligent Online Decision Making of Multi-UAV Confrontation

Author(s): Da Liu, Qun Zong, Xiuyun Zhang, Ruilong Zhang, Liqian Dou, Bailing Tian

Pages: 2086 - 2100

79) RobustEdge: Low Power Adversarial Detection for Cloud-Edge Systems

Author(s): Abhishek Moitra, Abhiroop Bhattacharjee, Youngeun Kim, Priyadarshini Panda

Pages: 2101 - 2111

80) Large-Scale Structured Output Classification via Multiple Structured Support Vector Machine by Splitting

Author(s): Chun-Na Li, Yi Li, Yuan-Hai Shao

Pages: 2112 - 2124

IEEE Transactions on Artificial Intelligence, Volume 5, Issue 4, April 2024

1) Guest Editorial: New Developments in Explainable and Interpretable Artificial Intelligence

Author(s): K. P. Suba Subbalakshmi, Wojciech Samek, Xia Ben Hu

Pages: 1427 - 1428

2) A Review on Explainable Artificial Intelligence for Healthcare: Why, How, and When?

Author(s): Subrato Bharati, M. Rubaiyat Hossain Mondal, Prajoy Podder

Pages: 1429 - 1442

3) Explain the Explainer: Interpreting Model-Agnostic Counterfactual Explanations of a Deep Reinforcement Learning Agent

Author(s): Ziheng Chen, Fabrizio Silvestri, Gabriele Tolomei, Jia Wang, He Zhu, Hongshik Ahn

Pages: 1443 - 1457

4) Why Should I Trust Your Explanation? An Evaluation Approach for XAI Methods Applied to Predictive Process Monitoring Results

Author(s): Ghada Elkhawaga, Omar M. Elzeki, Mervat Abu-Elkheir, Manfred Reichert

Pages: 1458 - 1472

5) An Explainable and Actionable Mistrust Scoring Framework for Model Monitoring

Author(s): Nandita Bhaskhar, Daniel L. Rubin, Christopher Lee-Messer

Pages: 1473 - 1485

6) Prototype-Based Interpretable Graph Neural Networks

Author(s): Alessio Ragno, Biagio La Rosa, Roberto Capobianco

Pages: 1486 - 1495

7) Unsupervised Interpretable Basis Extraction for Concept-Based Visual Explanations

Author(s): Alexandros Doumanoglou, Stylianos Asteriadis, Dimitrios Zarpalas

Pages: 1496 - 1510

8) Interpreting Tangled Program Graphs Under Partially Observable Dota 2 Invoker Tasks

Author(s): Robert J. Smith, Malcolm I. Heywood

Pages: 1511 - 1524

9) Contrastive-Enhanced Domain Generalization With Federated Learning

Author(s): Xinhui Yu, Dan Wang, Martin J. McKeown, Z. Jane Wang

Pages: 1525 - 1532

10) A Survey of Security Protection Methods for Deep Learning Model

Author(s): Haipeng Peng, Shuang Bao, Lixiang Li

Pages: 1533 - 1553

11) Self-Supervised Graph Information Bottleneck for Multiview Molecular Embedding Learning

Author(s): Changsheng Li, Kaihang Mao, Shiye Wang, Ye Yuan, Guoren Wang

Pages: 1554 - 1562

12) Generalized Maximum Entropy Reinforcement Learning via Reward Shaping

Author(s): Feng Tao, Mingkang Wu, Yongcan Cao

Pages: 1563 - 1572

13) Low-Quality Deepfake Detection via Unseen Artifacts

Author(s): Saheb Chhabra, Kartik Thakral, Surbhi Mittal, Mayank Vatsa, Richa Singh

Pages: 1573 - 1585

14) Temporal Refinement Graph Convolutional Network for Skeleton-Based Action Recognition

Author(s): Tianming Zhuang, Zhen Qin, Yi Ding, Fuhu Deng, Leduo Chen, Zhiguang Qin, Kim-Kwang Raymond Choo

Pages: 1586 - 1598

15) Modified ResNet-152 Network With Hybrid Pyramidal Pooling for Local Change Detection

Author(s): Manoj Kumar Panda, Badri Narayan Subudhi, Thangaraj Veerakumar, Vinit Jakhetiya

Pages: 1599 - 1612

16) Self-Supervised Representation Learning for Knee Injury Diagnosis From Magnetic Resonance Data

Author(s): Siladittya Manna, Saumik Bhattacharya, Umapada Pal

Pages: 1613 - 1623

17) Adaptive Intelligent Control-Based Consensus Tracking for a Class of Switched Nonstrict Feedback Nonlinear Multiagent Systems With Unmodeled Dynamics

Author(s): Ben Niu, Xinyu Liu, Zhihua Guo, Hao Jiang, Huanqing Wang

Pages: 1624 - 1634

18) Minimizing Parameter Overhead in Self-Supervised Models for Target Task

Author(s): Jaydeep Kishore, Snehasis Mukherjee

Pages: 1635 - 1646

19) A Simple Yet Effective Framelet-Based Graph Neural Network for Directed Graphs

Author(s): Chunya Zou, Andi Han, Lequan Lin, Ming Li, Junbin Gao

Pages: 1647 - 1657

20) Decomposing Visual and Semantic Correlations for Both Fully Supervised and Few-Shot Image Classification

Author(s): Chunjie Zhang, Xiaolong Zheng

Pages: 1658 - 1668

21) Generating Long Financial Report Using Conditional Variational Autoencoders With Knowledge Distillation

Author(s): Ziao Wang, Yunpeng Ren, Xiaofeng Zhang, Yiyuan Wang

Pages: 1669 - 1680

22) Empirical Analysis of Squeeze and Excitation-Based Densely Connected CNN for Chili Leaf Disease Identification

Author(s): Naresh V., Yogeswararao G., Nageswararao Naik B., Malmathanraj R., Palanisamy P.

Pages: 1681 - 1692

23) Dilation-Supervised Learning: A Novel Strategy for Scale Difference in Retinal Vessel Segmentation

Author(s): Huadeng Wang, Wenbin Zuo, Bingbing Li, Xipeng Pan, Zhenbing Liu, Rushi Lan, Xiaonan Luo

Pages: 1693 - 1707

24) A Practical Recipe for Federated Learning Under Statistical Heterogeneity Experimental Design

Author(s): Mahdi Morafah, Weijia Wang, Bill Lin

Pages: 1708 - 1717

25) ImageNet Classification Using WordNet Hierarchy

Author(s): Ankita Chatterjee, Jayanta Mukherjee, Partha Pratim Das

Pages: 1718 - 1727

26) Bagging and Boosting Fine-Tuning for Ensemble Learning

Author(s): Changming Zhao, Ruimin Peng, Dongrui Wu

Pages: 1728 - 1742

27) Antenna Parameter Measurement Network With Dual Attention and Focus Loss Using UAV

Author(s): Ying Xu, Qirui Ke, Ziyi Jiang, Yikui Zhai, Angelo Genovese, Vincenzo Piuri, Fabio Scotti

Pages: 1743 - 1754

28) A Visual and Textual Information Fusion-Based Zero-Shot Framework for Hazardous Material Placard Detection and Recognition

Author(s): Ran Zhang, Zhila Bahrami, Ke Feng, Zheng Liu

Pages: 1755 - 1768

29) Fast K-Medoids With the l1-Norm

Author(s): Marco Capó, Aritz Pérez, Jose A. Lozano

Pages: 1769 - 1777

30) Prescribed-Time Adaptive Intelligent Formation Controller for Nonlinear Multiagent Systems Based on Time-Domain Mapping

Author(s): Yongming Li, Xingyan Zheng, Kewen Li

Pages: 1778 - 1790

31) Facilitating Sim-to-Real by Intrinsic Stochasticity of Real-Time Simulation in Reinforcement Learning for Robot Manipulation

Author(s): Amir M. Soufi Enayati, Ram Dershan, Zengjie Zhang, Dean Richert, Homayoun Najjaran

Pages: 1791 - 1804

32) Social Self-Attention Generative Adversarial Networks for Human Trajectory Prediction

Author(s): Changzhi Yang, Huihui Pan, Weichao Sun, Huijun Gao

Pages: 1805 - 1815

33) A Fine-Grained Detector of Face Mask Wearing Status Based on Improved YOLOX

Author(s): Hongli Xiao, Bingshu Wang, Jiangbin Zheng, Licheng Liu, C. L. Philip Chen

Pages: 1816 - 1830

34) Domain-Centroid-Guided Progressive Teacher-Based Knowledge Distillation for Source-Free Domain Adaptation of Histopathological Images

Author(s): Kuo-Sheng Cheng, Qiong-Wen Zhang, Hung-Wen Tsai, Nien-Tsu Li, Pau-Choo Chung

Pages: 1831 - 1843

35) Adaptation: Blessing or Curse for Higher Way Meta-Learning

Author(s): Aroof Aimen, Sahil Sidheekh, Bharat Ladrecha, Hansin Ahuja, Narayanan C Krishnan

Pages: 1844 - 1856

36) Discriminative Deep Generalized Dependency Analysis for Multi-View Data

Author(s): Debamita Kumar, Pradipta Maji

Pages: 1857 - 1868

37) An End-To-End Neuromorphic Radio Classification System With an Efficient Sigma-Delta-Based Spike Encoding Scheme

Author(s): Wenzhe Guo, Kuilian Yang, Haralampos-G. Stratigopoulos, Hassan Aboushady, Khaled Nabil Salama

Pages: 1869 - 1881

38) Reinforcement Learning for Selecting Custom Instructions Under Area Constraint

Author(s): Shanshan Wang, Chenglong Xiao

Pages: 1882 - 1894

39) Robust and Verifiable Privacy Federated Learning

Author(s): Zhi Lu, Songfeng Lu, Xueming Tang, Junjun Wu

Pages: 1895 - 1908