IEEE Transactions on Neural Networks and Learning Systems, Volume 35, Number 10, October 2024

1) Identifying Appropriate Intellectual Property Protection Mechanisms for Machine Learning Models: A Systematization of Watermarking, Fingerprinting, Model Access, and Attacks

Author(s): Isabell Lederer, Rudolf Mayer, Andreas Rauber

Pages: 13082 - 13100

2) Toward Explainable Affective Computing: A Review

Author(s): Karina Cortiñas-Lorenzo, Gerard Lacey

Pages: 13101 - 13121

3) A Review of Convex Clustering From Multiple Perspectives: Models, Optimizations, Statistical Properties, Applications, and Connections

Author(s): Qiying Feng, C. L. Philip Chen, Licheng Liu

Pages: 13122 - 13142

4) Hyperspectral Image Denoising: From Model-Driven, Data-Driven, to Model-Data-Driven

Author(s): Qiang Zhang, Yaming Zheng, Qiangqiang Yuan, Meiping Song, Haoyang Yu, Yi Xiao

Pages: 13143 - 13163

5) A Survey on Reinforcement Learning for Recommender Systems

Author(s): Yuanguo Lin, Yong Liu, Fan Lin, Lixin Zou, Pengcheng Wu, Wenhua Zeng, Huanhuan Chen, Chunyan Miao

Pages: 13164 - 13184

6) A Survey of Automated Data Augmentation for Image Classification: Learning to Compose, Mix, and Generate

Author(s): Tsz-Him Cheung, Dit-Yan Yeung

Pages: 13185 - 13205

7) A Multichannel Convolutional Decoding Network for Graph Classification

Author(s): Mingjian Guang, Chungang Yan, Yuhua Xu, Junli Wang, Changjun Jiang

Pages: 13206 - 13216

8) Bayesian-Learning-Based Diffusion Least Mean Square Algorithms Over Networks

Author(s): Fuyi Huang, Sheng Zhang, Wei Xing Zheng

Pages: 13217 - 13231

9) LRAF-Net: Long-Range Attention Fusion Network for Visible–Infrared Object Detection

Author(s): Haolong Fu, Shixun Wang, Puhong Duan, Changyan Xiao, Renwei Dian, Shutao Li, Zhiyong Li

Pages: 13232 - 13245

10) Medical-Knowledge-Based Graph Neural Network for Medication Combination Prediction

Author(s): Chao Gao, Shu Yin, Haiqiang Wang, Zhen Wang, Zhanwei Du, Xuelong Li

Pages: 13246 - 13257

11) Hierarchical Organ-Aware Total-Body Standard-Dose PET Reconstruction From Low-Dose PET and CT Images

Author(s): Jiadong Zhang, Zhiming Cui, Caiwen Jiang, Shanshan Guo, Fei Gao, Dinggang Shen

Pages: 13258 - 13270

12) 3-D Brain Reconstruction by Hierarchical Shape-Perception Network From a Single Incomplete Image

Author(s): Bowen Hu, Choujun Zhan, Buzhou Tang, Bingchuan Wang, Baiying Lei, Shu-Qiang Wang

Pages: 13271 - 13283

13) Active Learning for Deep Visual Tracking

Author(s): Di Yuan, Xiaojun Chang, Qiao Liu, Yi Yang, Dehua Wang, Minglei Shu, Zhenyu He, Guangming Shi

Pages: 13284 - 13296

14) Tensor Completion Using Bilayer Multimode Low-Rank Prior and Total Variation

Author(s): Haijin Zeng, Shaoguang Huang, Yongyong Chen, Sheng Liu, Hiêp Q. Luong, Wilfried Philips

Pages: 13297 - 13311

15) Real-Time Decoding of Snapshot Compressive Imaging Using Tensor FISTA-Net

Author(s): Xiao-Yang Liu, Qifan Huang, Xiaochen Han, Bo Wu, Linghe Kong, Anwar Walid, Xiaodong Wang

Pages: 13312 - 13326

16) An Iterative Method for Unsupervised Robust Anomaly Detection Under Data Contamination

Author(s): Minkyung Kim, Jongmin Yu, Junsik Kim, Tae-Hyun Oh, Jun Kyun Choi

Pages: 13327 - 13339

17) Sinkhorn Distance Minimization for Adaptive Semi-Supervised Social Network Alignment

Author(s): Jie Xu, Chaozhuo Li, Feiran Huang, Zhoujun Li, Xing Xie, Philip S. Yu

Pages: 13340 - 13353

18) Double-Structured Sparsity Guided Flexible Embedding Learning for Unsupervised Feature Selection

Author(s): Yu Guo, Yuan Sun, Zheng Wang, Feiping Nie, Fei Wang

Pages: 13354 - 13367

19) Full Transformer Framework for Robust Point Cloud Registration With Deep Information Interaction

Author(s): Guangyan Chen, Meiling Wang, Qingxiang Zhang, Li Yuan, Yufeng Yue

Pages: 13368 - 13382

20) Exploiting Neighbor Effect: Conv-Agnostic GNN Framework for Graphs With Heterophily

Author(s): Jie Chen, Shouzhen Chen, Junbin Gao, Zengfeng Huang, Junping Zhang, Jian Pu

Pages: 13383 - 13396

21) MobCovid: Confirmed Cases Dynamics Driven Time Series Prediction of Crowd in Urban Hotspot

Author(s): Jinyu Chen, Xiaodan Shi, Haoran Zhang, Wenjing Li, Peiran Li, Yuhao Yao, Satoshi Miyazawa, Xuan Song, Ryosuke Shibasaki

Pages: 13397 - 13410

22) A Novel Composite Graph Neural Network

Author(s): Zhaogeng Liu, Jielong Yang, Xionghu Zhong, Wenwu Wang, Hechang Chen, Yi Chang

Pages: 13411 - 13425

23) FedTP: Federated Learning by Transformer Personalization

Author(s): Hongxia Li, Zhongyi Cai, Jingya Wang, Jiangnan Tang, Weiping Ding, Chin-Teng Lin, Ye Shi

Pages: 13426 - 13440

24) HVCMM: A Hybrid-View Abstractive Model of Automatic Summary Generation for Teaching

Author(s): Hao Zhang, Sanya Liu, Yaopeng Li, Wang Ren, Hang Tong, Jiaheng Cao, Qiankun Zhou

Pages: 13441 - 13452

25) Discrete-Time Reinforcement Learning Adaptive Control for Non-Gaussian Distribution of Sampling Intervals

Author(s): C. Treesatayapun

Pages: 13453 - 13460

26) Adaptive Neurodynamic Approach to Multiple Constrained Distributed Resource Allocation

Author(s): Linhua Luan, Sitian Qin

Pages: 13461 - 13471

27) Cross-Channel Specific-Mutual Feature Transfer Learning for Motor Imagery EEG Signals Decoding

Author(s): Donglin Li, Jianhui Wang, Jiacan Xu, Xiaoke Fang, Ying Ji

Pages: 13472 - 13482

28) Coupling Global Context and Local Contents for Weakly-Supervised Semantic Segmentation

Author(s): Chunyan Wang, Dong Zhang, Liyan Zhang, Jinhui Tang

Pages: 13483 - 13495

29) Network Robustness Prediction: Influence of Training Data Distributions

Author(s): Yang Lou, Chengpei Wu, Junli Li, Lin Wang, Guanrong Chen

Pages: 13496 - 13507

30) Cross-Modal Clustering With Deep Correlated Information Bottleneck Method

Author(s): Xiaoqiang Yan, Yiqiao Mao, Yangdong Ye, Hui Yu

Pages: 13508 - 13522

31) Split-Level Evolutionary Neural Architecture Search With Elite Weight Inheritance

Author(s): Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang, Gary G. Yen

Pages: 13523 - 13537

32) Divide and Retain: A Dual-Phase Modeling for Long-Tailed Visual Recognition

Author(s): Hu Zhang, Linchao Zhu, Xiaohan Wang, Yi Yang

Pages: 13538 - 13549

33) FBANet: An Effective Data Mining Method for Food Olfactory EEG Recognition

Author(s): Xiuxin Xia, Yan Shi, Pengwei Li, Xiaosong Liu, Jingjing Liu, Hong Men

Pages: 13550 - 13560

34) Informative Data Selection With Uncertainty for Multimodal Object Detection

Author(s): Xinyu Zhang, Zhiwei Li, Zhenhong Zou, Xin Gao, Yijin Xiong, Dafeng Jin, Jun Li, Huaping Liu

Pages: 13561 - 13573

35) Evolving Memristive Reservoir

Author(s): Xinming Shi, Leandro L. Minku, Xin Yao

Pages: 13574 - 13588

36) Graph-Structure-Based Multigranular Belief Fusion for Human Activity Recognition

Author(s): Yilin Dong, Xinde Li, Jean Dezert, Rigui Zhou, Kezhu Zuo, Shuzhi Sam Ge

Pages: 13589 - 13603

37) Meta-Reinforcement Learning in Nonstationary and Nonparametric Environments

Author(s): Zhenshan Bing, Lukas Knak, Long Cheng, Fabrice O. Morin, Kai Huang, Alois Knoll

Pages: 13604 - 13618

38) Synchronization of Delayed Memristor-Based Neural Networks via Pinning Control With Local Information

Author(s): Zhanyu Yang, Bo Zhao, Derong Liu

Pages: 13619 - 13630

39) HKNAS: Classification of Hyperspectral Imagery Based on Hyper Kernel Neural Architecture Search

Author(s): Di Wang, Bo Du, Liangpei Zhang, Dacheng Tao

Pages: 13631 - 13645

40) Design, Analysis, and Application of a Discrete Error Redefinition Neural Network for Time-Varying Quadratic Programming

Author(s): Lunan Zheng, Weiqi Yu, Zongqing Xu, Zhijun Zhang, Feiqi Deng

Pages: 13646 - 13657

41) Deep Convolutional Tables: Deep Learning Without Convolutions

Author(s): Shay Dekel, Yosi Keller, Aharon Bar-Hillel

Pages: 13658 - 13670

42) Visualizing and Understanding Patch Interactions in Vision Transformer

Author(s): Jie Ma, Yalong Bai, Bineng Zhong, Wei Zhang, Ting Yao, Tao Mei

Pages: 13671 - 13680

43) A Dynamic-Varying Parameter Enhanced ZNN Model for Solving Time-Varying Complex-Valued Tensor Inversion With Its Application to Image Encryption

Author(s): Lin Xiao, Xiaopeng Li, Pengling Cao, Yongjun He, Wensheng Tang, Jichun Li, Yaonan Wang

Pages: 13681 - 13690

44) Learning-Based Slip Detection for Dexterous Manipulation Using GelStereo Sensing

Author(s): Shaowei Cui, Shuo Wang, Rui Wang, Shaolin Zhang, Chaofan Zhang

Pages: 13691 - 13700

45) Hue Guidance Network for Single Image Reflection Removal

Author(s): Yurui Zhu, Xueyang Fu, Zheyu Zhang, Aiping Liu, Zhiwei Xiong, Zheng-Jun Zha

Pages: 13701 - 13712

46) MHW-GAN: Multidiscriminator Hierarchical Wavelet Generative Adversarial Network for Multimodal Image Fusion

Author(s): Cheng Zhao, Peng Yang, Feng Zhou, Guanghui Yue, Shuigen Wang, Huisi Wu, Guoliang Chen, Tianfu Wang, Baiying Lei

Pages: 13713 - 13727

47) Unsupervised Structure-Adaptive Graph Contrastive Learning

Author(s): Han Zhao, Xu Yang, Cheng Deng, Dacheng Tao

Pages: 13728 - 13740

48) Temporal Autoregressive Matrix Factorization for High-Dimensional Time Series Prediction of OSS

Author(s): Liang Chen, Yun Yang, Wei Wang

Pages: 13741 - 13752

49) Deeply Coupled Convolution–Transformer With Spatial–Temporal Complementary Learning for Video-Based Person Re-Identification

Author(s): Xuehu Liu, Chenyang Yu, Pingping Zhang, Huchuan Lu

Pages: 13753 - 13763

50) AGNN: Alternating Graph-Regularized Neural Networks to Alleviate Over-Smoothing

Author(s): Zhaoliang Chen, Zhihao Wu, Zhenghong Lin, Shiping Wang, Claudia Plant, Wenzhong Guo

Pages: 13764 - 13776

51) Out-of-Distribution Detection by Cross-Class Vicinity Distribution of In-Distribution Data

Author(s): Zhilin Zhao, Longbing Cao, Kun-Yu Lin

Pages: 13777 - 13788

52) Simple Contrastive Graph Clustering

Author(s): Yue Liu, Xihong Yang, Sihang Zhou, Xinwang Liu, Siwei Wang, Ke Liang, Wenxuan Tu, Liang Li

Pages: 13789 - 13800

53) Practical and Robust Federated Learning With Highly Scalable Regression Training

Author(s): Song Han, Hongxin Ding, Shuai Zhao, Siqi Ren, Zhibo Wang, Jianhong Lin, Shuhao Zhou

Pages: 13801 - 13815

54) Simultaneous Optimization of Discrete and Continuous Parameters Defining a Robot Morphology and Controller

Author(s): Ryosuke Koike, Ryo Ariizumi, Fumitoshi Matsuno

Pages: 13816 - 13829

55) Learning Relation-Enhanced Hierarchical Solver for Math Word Problems

Author(s): Xin Lin, Zhenya Huang, Hongke Zhao, Enhong Chen, Qi Liu, Defu Lian, Xin Li, Hao Wang

Pages: 13830 - 13844

56) Adversarial Spatiotemporal Contrastive Learning for Electrocardiogram Signals

Author(s): Ning Wang, Panpan Feng, Zhaoyang Ge, Yanjie Zhou, Bing Zhou, Zongmin Wang

Pages: 13845 - 13859

57) Diversifying Collaborative Filtering via Graph Spreading Network and Selective Sampling

Author(s): Yueting Fang, Hao Wu, Yiji Zhao, Lei Zhang, Shaowei Qin, Xin Wang

Pages: 13860 - 13873

58) PS-Net: A Learning Strategy for Accurately Exposing the Professional Photoshop Inpainting

Author(s): Yushu Zhang, Zhibin Fu, Shuren Qi, Mingfu Xue, Xiaochun Cao, Yong Xiang

Pages: 13874 - 13886

59) Intraoperative Hypotension Prediction Based on Features Automatically Generated Within an Interpretable Deep Learning Model

Author(s): Eugene Hwang, Yong-Seok Park, Jin-Young Kim, Sung-Hyuk Park, Junetae Kim, Sung-Hoon Kim

Pages: 13887 - 13901

60) Analytical Bounds on the Local Lipschitz Constants of ReLU Networks

Author(s): Trevor Avant, Kristi A. Morgansen

Pages: 13902 - 13913

61) HeGCL: Advance Self-Supervised Learning in Heterogeneous Graph-Level Representation

Author(s): Gen Shi, Yifan Zhu, Jian K. Liu, Xuesong Li

Pages: 13914 - 13925

62) Class-Level Logit Perturbation

Author(s): Mengyang Li, Fengguang Su, Ou Wu, Ji Zhang

Pages: 13926 - 13940

63) A Sequential Stein’s Method for Faster Training of Additive Index Models

Author(s): Hengtao Zhang, Zebin Yang, Agus Sudjianto, Aijun Zhang

Pages: 13941 - 13950

64) Dissimilarity-Preserving Representation Learning for One-Class Time Series Classification

Author(s): Stefano Mauceri, James Sweeney, Miguel Nicolau, James McDermott

Pages: 13951 - 13962

65) A Switching Memory-Based Event-Trigger Scheme for Synchronization of Lur’e Systems With Actuator Saturation: A Hybrid Lyapunov Method

Author(s): Yanyan Ni, Zhen Wang, Yingjie Fan, Jianquan Lu, Hao Shen

Pages: 13963 - 13974

66) One-Click-Based Perception for Interactive Image Segmentation

Author(s): Tao Wang, Haochen Li, Yuhui Zheng, Quansen Sun

Pages: 13975 - 13989

67) Dual Attention Adversarial Attacks With Limited Perturbations

Author(s): Mingxing Duan, Yunchuan Qin, Jiayan Deng, Kenli Li, Bin Xiao

Pages: 13990 - 14004

68) Closing the Gap Between Theory and Practice During Alternating Optimization for GANs

Author(s): Yuanqi Chen, Shangkun Sun, Ge Li, Wei Gao, Thomas H. Li

Pages: 14005 - 14017

69) QDN: A Quadruplet Distributor Network for Temporal Knowledge Graph Completion

Author(s): Jiapu Wang, Boyue Wang, Junbin Gao, Xiaoyan Li, Yongli Hu, Baocai Yin

Pages: 14018 - 14030

70) One-Step Multiview Fuzzy Clustering With Collaborative Learning Between Common and Specific Hidden Space Information

Author(s): Wei Zhang, Zhaohong Deng, Te Zhang, Kup-Sze Choi, Shitong Wang

Pages: 14031 - 14044

71) PeriodNet: Noise-Robust Fault Diagnosis Method Under Varying Speed Conditions

Author(s): Ruixian Li, Jianguo Wu, Yongxiang Li, Yao Cheng

Pages: 14045 - 14059

72) New Adversarial Image Detection Based on Sentiment Analysis

Author(s): Yulong Wang, Tianxiang Li, Shenghong Li, Xin Yuan, Wei Ni

Pages: 14060 - 14074

73) MultiplexSAGE: A Multiplex Embedding Algorithm for Inter-Layer Link Prediction

Author(s): Luca Gallo, Vito Latora, Alfredo Pulvirenti

Pages: 14075 - 14084

74) Clustering Aided Weakly Supervised Training to Detect Anomalous Events in Surveillance Videos

Author(s): Muhammad Zaigham Zaheer, Arif Mahmood, Marcella Astrid, Seung-Ik Lee

Pages: 14085 - 14098

75) Talking Face Generation With Audio-Deduced Emotional Landmarks

Author(s): Shuyan Zhai, Meng Liu, Yongqiang Li, Zan Gao, Lei Zhu, Liqiang Nie

Pages: 14099 - 14111

76) Rumor Detection With Hierarchical Representation on Bipartite Ad Hoc Event Trees

Author(s): Qi Zhang, Yayi Yang, Chongyang Shi, An Lao, Liang Hu, Shoujin Wang, Usman Naseem

Pages: 14112 - 14124

77) Deep Ring-Block-Wise Network for Hyperspectral Image Classification

Author(s): Changda Xing, Jianlong Zhao, Zhisheng Wang, Meiling Wang

Pages: 14125 - 14137

78) A Patch Diversity Transformer for Domain Generalized Semantic Segmentation

Author(s): Pei He, Licheng Jiao, Ronghua Shang, Xu Liu, Fang Liu, Shuyuan Yang, Xiangrong Zhang, Shuang Wang

Pages: 14138 - 14150

79) Taming Overconfident Prediction on Unlabeled Data From Hindsight

Author(s): Jing Li, Yuangang Pan, Ivor W. Tsang

Pages: 14151 - 14163

80) Image Enhancement Guided Object Detection in Visually Degraded Scenes

Author(s): Hongmin Liu, Fan Jin, Hui Zeng, Huayan Pu, Bin Fan

Pages: 14164 - 14177

81) Synchronization Analysis of Discrete-Time Fractional-Order Quaternion-Valued Uncertain Neural Networks

Author(s): Hong-Li Li, Jinde Cao, Cheng Hu, Haijun Jiang, Fawaz E. Alsaadi

Pages: 14178 - 14189

82) Quantum Imitation Learning

Author(s): Zhihao Cheng, Kaining Zhang, Li Shen, Dacheng Tao

Pages: 14190 - 14204

83) TrustGNN: Graph Neural Network-Based Trust Evaluation via Learnable Propagative and Composable Nature

Author(s): Cuiying Huo, Dongxiao He, Chundong Liang, Di Jin, Tie Qiu, Lingfei Wu

Pages: 14205 - 14217

84) An Evidential Multi-Target Domain Adaptation Method Based on Weighted Fusion for Cross-Domain Pattern Classification

Author(s): Linqing Huang, Wangbo Zhao, Yong Liu, Duo Yang, Alan Wee-Chung Liew, Yang You

Pages: 14218 - 14232

85) Routing User-Interest Markov Tree for Scalable Personalized Knowledge-Aware Recommendation

Author(s): Yongsen Zheng, Pengxu Wei, Ziliang Chen, Chengpei Tang, Liang Lin

Pages: 14233 - 14246

86) BCAN: Bidirectional Correct Attention Network for Cross-Modal Retrieval

Author(s): Yang Liu, Hong Liu, Huaqiu Wang, Fanyang Meng, Mengyuan Liu

Pages: 14247 - 14258

87) Uncertainty-Aware Distillation for Semi-Supervised Few-Shot Class-Incremental Learning

Author(s): Yawen Cui, Wanxia Deng, Haoyu Chen, Li Liu

Pages: 14259 - 14272

88) Learning Constrained Dynamic Correlations in Spatiotemporal Graphs for Motion Prediction

Author(s): Jiajun Fu, Fuxing Yang, Yonghao Dang, Xiaoli Liu, Jianqin Yin

Pages: 14273 - 14287

89) Discriminative Deep Canonical Correlation Analysis for Multi-View Data

Author(s): Debamita Kumar, Pradipta Maji

Pages: 14288 - 14300

90) Graph Contrastive Learning With Adaptive Proximity-Based Graph Augmentation

Author(s): Wei Zhuo, Guang Tan

Pages: 14301 - 14314

91) A Spatial–Channel–Temporal-Fused Attention for Spiking Neural Networks

Author(s): Wuque Cai, Hongze Sun, Rui Liu, Yan Cui, Jun Wang, Yang Xia, Dezhong Yao, Daqing Guo

Pages: 14315 - 14329

92) Event-Triggered Adaptive Neural Impedance Control of Robotic Systems

Author(s): Shuai Ding, Jinzhu Peng, Hui Zhang, Yaonan Wang

Pages: 14330 - 14340

93) Semisupervised Progressive Representation Learning for Deep Multiview Clustering

Author(s): Rui Chen, Yongqiang Tang, Yuan Xie, Wenlong Feng, Wensheng Zhang

Pages: 14341 - 14355

94) Interest HD: An Interest Frame Model for Recommendation Based on HD Image Generation

Author(s): Weikang He, Yunpeng Xiao, Tun Li, Rong Wang, Qian Li

Pages: 14356 - 14369

95) A Robust Mean-Field Actor-Critic Reinforcement Learning Against Adversarial Perturbations on Agent States

Author(s): Ziyuan Zhou, Guanjun Liu, Mengchu Zhou

Pages: 14370 - 14381

96) Interpretable Model-Driven Deep Network for Hyperspectral, Multispectral, and Panchromatic Image Fusion

Author(s): Xin Tian, Kun Li, Wei Zhang, Zhongyuan Wang, Jiayi Ma

Pages: 14382 - 14395

97) Few-Shot Relation Extraction With Dual Graph Neural Network Interaction

Author(s): Jing Li, Shanshan Feng, Billy Chiu

Pages: 14396 - 14408

98) Deep Into the Domain Shift: Transfer Learning Through Dependence Regularization

Author(s): Shumin Ma, Zhiri Yuan, Qi Wu, Yiyan Huang, Xixu Hu, Cheuk Hang Leung, Dongdong Wang, Zhixiang Huang

Pages: 14409 - 14423

99) Staleness-Reduction Mini-Batch K-Means

Author(s): Xueying Zhu, Jie Sun, Zhenhao He, Jiantong Jiang, Zeke Wang

Pages: 14424 - 14436

100) Multi-View and Multi-Order Structured Graph Learning

Author(s): Rong Wang, Penglei Wang, Danyang Wu, Zhensheng Sun, Feiping Nie, Xuelong Li

Pages: 14437 - 14448

101) Optimal Consensus Control for Continuous-Time Linear Multiagent Systems: A Dynamic Event-Triggered Approach

Author(s): Hao Zhang, Anqing Wang, Wenqiang Ji, Jianbin Qiu, Huaicheng Yan

Pages: 14449 - 14457

102) Event-Triggered Model-Free Adaptive Control for Nonlinear Multiagent Systems Under Jamming Attacks

Author(s): Xijuan Wang, Changchun Hua, Yunfei Qiu

Pages: 14458 - 14466

103) Overcoming the Barrier of Incompleteness: A Hyperspectral Image Classification Full Model

Author(s): Jiaqi Yang, Bo Du, Liangpei Zhang

Pages: 14467 - 14481

104) A Unified Analysis of AdaGrad With Weighted Aggregation and Momentum Acceleration

Author(s): Li Shen, Congliang Chen, Fangyu Zou, Zequn Jie, Ju Sun, Wei Liu

Pages: 14482 - 14490

105) Noninvasive Blood Glucose Monitoring Using Spatiotemporal ECG and PPG Feature Fusion and Weight-Based Choquet Integral Multimodel Approach

Author(s): Jingzhen Li, Jingjing Ma, Olatunji Mumini Omisore, Yuhang Liu, Huajie Tang, Pengfei Ao, Yan Yan, Lei Wang, Zedong Nie

Pages: 14491 - 14505

106) Self-Organizing a Latent Hierarchy of Sketch Patterns for Controllable Sketch Synthesis

Author(s): Sicong Zang, Shikui Tu, Lei Xu

Pages: 14506 - 14518

107) Complete Stability of Neural Networks With Extended Memristors

Author(s): Mauro Di Marco, Mauro Forti, Riccardo Moretti, Luca Pancioni, Alberto Tesi

Pages: 14519 - 14533

108) Observer-Based Fault-Tolerant Finite-Time Control of Nonlinear Multiagent Systems

Author(s): Yasaman Salmanpour, Mohammad Mehdi Arefi, Alireza Khayatian, Shen Yin

Pages: 14534 - 14543

109) Rethinking Pan-Sharpening in Closed-Loop Regularization

Author(s): Man Zhou, Jie Huang, Danfeng Hong, Feng Zhao, Chongyi Li, Jocelyn Chanussot

Pages: 14544 - 14558

110) Retinex Image Enhancement Based on Sequential Decomposition With a Plug-and-Play Framework

Author(s): Tingting Wu, Wenna Wu, Ying Yang, Feng-Lei Fan, Tieyong Zeng

Pages: 14559 - 14572

111) Behind-the-Meter Load and PV Disaggregation via Deep Spatiotemporal Graph Generative Sparse Coding With Capsule Network

Author(s): Mohsen Saffari, Mahdi Khodayar, Mohammad E. Khodayar, Mohammad Shahidehpour

Pages: 14573 - 14587

112) Dynamics-Adaptive Continual Reinforcement Learning via Progressive Contextualization

Author(s): Tiantian Zhang, Zichuan Lin, Yuxing Wang, Deheng Ye, Qiang Fu, Wei Yang, Xueqian Wang, Bin Liang, Bo Yuan, Xiu Li

Pages: 14588 - 14602

113) Robust Low-Tubal-Rank Tensor Completion Based on Tensor Factorization and Maximum Correntopy Criterion

Author(s): Yicong He, George K. Atia

Pages: 14603 - 14617

114) OpenHoldem: A Benchmark for Large-Scale Imperfect-Information Game Research

Author(s): Kai Li, Hang Xu, Enmin Zhao, Zhe Wu, Junliang Xing

Pages: 14618 - 14632

115) A Distance Transformation Deep Forest Framework With Hybrid-Feature Fusion for CXR Image Classification

Author(s): Qingqi Hong, Lingli Lin, Zihan Li, Qingde Li, Junfeng Yao, Qingqiang Wu, Kunhong Liu, Jie Tian

Pages: 14633 - 14644

116) Painless Stochastic Conjugate Gradient for Large-Scale Machine Learning

Author(s): Zhuang Yang

Pages: 14645 - 14658

117) A Signed Subgraph Encoding Approach via Linear Optimization for Link Sign Prediction

Author(s): Zhihong Fang, Shaolin Tan, Yaonan Wang

Pages: 14659 - 14670

118) RGP: Neural Network Pruning Through Regular Graph With Edges Swapping

Author(s): Zhuangzhi Chen, Jingyang Xiang, Yao Lu, Qi Xuan, Zhen Wang, Guanrong Chen, Xiaoniu Yang

Pages: 14671 - 14683

119) Lifelong Generative Adversarial Autoencoder

Author(s): Fei Ye, Adrian G. Bors

Pages: 14684 - 14698

120) TeKo: Text-Rich Graph Neural Networks With External Knowledge

Author(s): Zhizhi Yu, Di Jin, Jianguo Wei, Yawen Li, Ziyang Liu, Yue Shang, Jiawei Han, Lingfei Wu

Pages: 14699 - 14711

121) FuBay: An Integrated Fusion Framework for Hyperspectral Super-Resolution Based on Bayesian Tensor Ring

Author(s): Yinjian Wang, Wei Li, Na Liu, Yuanyuan Gui, Ran Tao

Pages: 14712 - 14726

122) Referring Image Segmentation With Fine-Grained Semantic Funneling Infusion

Author(s): Jiaxing Yang, Lihe Zhang, Huchuan Lu

Pages: 14727 - 14738

123) Efficient Multitask Reinforcement Learning Without Performance Loss

Author(s): Jongchan Baek, Seungmin Baek, Soohee Han

Pages: 14739 - 14753

124) Enhancing Unsupervised Anomaly Detection With Score-Guided Network

Author(s): Zongyuan Huang, Baohua Zhang, Guoqiang Hu, Longyuan Li, Yanyan Xu, Yaohui Jin

Pages: 14754 - 14769

125) Logical Relation Inference and Multiview Information Interaction for Domain Adaptation Person Re-Identification

Author(s): Shuang Li, Fan Li, Jinxing Li, Huafeng Li, Bob Zhang, Dapeng Tao, Xinbo Gao

Pages: 14770 - 14782

126) A Dual-Masked Deep Structural Clustering Network With Adaptive Bidirectional Information Delivery

Author(s): Yachao Yang, Yanfeng Sun, Shaofan Wang, Junbin Gao, Fujiao Ju, Baocai Yin

Pages: 14783 - 14796

127) Efficient Bayesian Policy Reuse With a Scalable Observation Model in Deep Reinforcement Learning

Author(s): Jinmei Liu, Zhi Wang, Chunlin Chen, Daoyi Dong

Pages: 14797 - 14809

128) Graph Neural Network-Based Node Deployment for Throughput Enhancement

Author(s): Yifei Yang, Dongmian Zou, Xiaofan He

Pages: 14810 - 14824

129) Exponential Synchronization Control of Reaction-Diffusion Fuzzy Memristive Neural Networks: Hardy–Poincarè Inequality

Author(s): Hongzhi Wei, Ruoxia Li

Pages: 14825 - 14832

130) Motif Graph Neural Network

Author(s): Xuexin Chen, Ruichu Cai, Yuan Fang, Min Wu, Zijian Li, Zhifeng Hao

Pages: 14833 - 14847

131) Iterative Multiview Subspace Learning for Unpaired Multiview Clustering

Author(s): Wanqi Yang, Like Xin, Lei Wang, Ming Yang, Wenzhu Yan, Yang Gao

Pages: 14848 - 14862

132) Mesh Convolution With Continuous Filters for 3-D Surface Parsing

Author(s): Huan Lei, Naveed Akhtar, Mubarak Shah, Ajmal Mian

Pages: 14863 - 14877

133) On the Effectiveness of Adversarial Training Against Backdoor Attacks

Author(s): Yinghua Gao, Dongxian Wu, Jingfeng Zhang, Guanhao Gan, Shu-Tao Xia, Gang Niu, Masashi Sugiyama

Pages: 14878 - 14888

134) Description-Enhanced Label Embedding Contrastive Learning for Text Classification

Author(s): Kun Zhang, Le Wu, Guangyi Lv, Enhong Chen, Shulan Ruan, Jing Liu, Zhiqiang Zhang, Jun Zhou, Meng Wang

Pages: 14889 - 14902

135) Comprehensive Graph Gradual Pruning for Sparse Training in Graph Neural Networks

Author(s): Chuang Liu, Xueqi Ma, Yibing Zhan, Liang Ding, Dapeng Tao, Bo Du, Wenbin Hu, Danilo P. Mandic

Pages: 14903 - 14917

136) Fully Complex-Valued Gated Recurrent Neural Network for Ultrasound Imaging

Author(s): Zhenyu Lei, Shangce Gao, Hideyuki Hasegawa, Zhiming Zhang, Mengchu Zhou, Khaled Sedraoui

Pages: 14918 - 14931

137) Device-Performance-Driven Heterogeneous Multiparty Learning for Arbitrary Images

Author(s): Yuanqiao Zhang, Maoguo Gong, Yuan Gao, A. K. Qin, Kun Wang, Yiming Lin, Shanfeng Wang

Pages: 14932 - 14944

138) Shunting at Arbitrary Feature Levels via Spatial Disentanglement: Toward Selective Image Translation

Author(s): Jian Wang, Xue Yang, Yuxin Tian, Jizhe Zhou, Jiancheng Lv

Pages: 14945 - 14958

139) Heuristic Heterogeneous Graph Reasoning Networks for Fact Verification

Author(s): Lianwei Wu, Dengxiu Yu, Pusheng Liu, Chao Gao, Zhen Wang

Pages: 14959 - 14973

140) WPConvNet: An Interpretable Wavelet Packet Kernel-Constrained Convolutional Network for Noise-Robust Fault Diagnosis

Author(s): Sinan Li, Tianfu Li, Chuang Sun, Xuefeng Chen, Ruqiang Yan

Pages: 14974 - 14988

141) Extraordinarily Time- and Memory-Efficient Large-Scale Canonical Correlation Analysis in Fourier Domain: From Shallow to Deep

Author(s): Xiang-Jun Shen, Zhaorui Xu, Liangjun Wang, Zechao Li, Guangcan Liu, Jianping Fan, ZhengJun Zha

Pages: 14989 - 15003

142) Long-Run Behavior Estimation of Temporal Boolean Networks With Multiple Data Losses

Author(s): Bowen Li, Qinyao Pan, Jie Zhong, Wenying Xu

Pages: 15004 - 15011

143) Efficient Discrete Clustering With Anchor Graph

Author(s): Jingyu Wang, Zhenyu Ma, Feiping Nie, Xuelong Li

Pages: 15012 - 15020

144) Influence of Imperfections on the Operational Correctness of DNN-kWTA Model

Author(s): Wenhao Lu, Chi-Sing Leung, John Sum

Pages: 15021 - 15029

IEEE Transactions on Emerging Topics in Computational Intelligence, Volume 8, Number 5, October 2024

1) Guest Editorial Special Issue on Resource Sustainable Computational and Artificial Intelligence

Author(s): Joey Tianyi Zhou, Ivor W. Tsang, Yew Soon Ong

Pages: 3196 - 3198

2) Coordinated Cyber Security Enhancement for Grid-Transportation Systems With Social Engagement

Author(s): Pengfei Zhao, Shuangqi Li, Paul Jen-Hwa Hu, Zhidong Cao, Chenghong Gu, Da Xie, Daniel Dajun Zeng

Pages: 3199 - 3213

3) A Lightweight Recurrent Learning Network for Sustainable Compressed Sensing

Author(s): Yu Zhou, Yu Chen, Xiao Zhang, Pan Lai, Lei Huang, Jianmin Jiang

Pages: 3214 - 3227

4) Reservoir Network With Structural Plasticity for Human Activity Recognition

Author(s): Abdullah M. Zyarah, Alaa M. Abdul-Hadi, Dhireesha Kudithipudi

Pages: 3228 - 3238

5) GLR-SEI: Green and Low Resource Specific Emitter Identification Based on Complex Networks and Fisher Pruning

Author(s): Yun Lin, Haoran Zha, Ya Tu, Sicheng Zhang, Wenjun Yan, Congan Xu

Pages: 3239 - 3250

6) An Intelligent Fuzzy System Based on the Optimization of Ecological Agriculture Areas

Author(s): Xiaozeng Xu, Meng Li

Pages: 3251 - 3262

7) Surrogate-Assisted Evolutionary Multi-Objective Optimization of Medium-Scale Problems by Random Grouping and Sparse Gaussian Modeling

Author(s): Haofeng Wu, Yaochu Jin, Kailai Gao, Jinliang Ding, Ran Cheng

Pages: 3263 - 3278

8) Convolutional Fuzzy Neural Networks With Random Weights for Image Classification

Author(s): Yifan Wang, Hisao Ishibuchi, Witold Pedrycz, Jihua Zhu, Xiangyong Cao, Jun Wang

Pages: 3279 - 3293

9) Adaptive Strategies and its Application in the Mittag-Leffler Synchronization of Delayed Fractional-Order Complex-Valued Reaction-Diffusion Neural Networks

Author(s): G. Narayanan, M. Syed Ali, Rajagopal Karthikeyan, Grienggrai Rajchakit, Sumaya Sanober, Pankaj Kumar

Pages: 3294 - 3307

10) Augmented Intelligence Based COVID-19 Diagnostics and Deep Feature Categorization Based on Federated Learning

Author(s): Syed Thouheed Ahmed, Vinoth Kumar Venkatesan, Mahesh T R, Roopashree S, Muthukumaran Venkatesan

Pages: 3308 - 3315

11) Jointly Optimized Classifiers for Few-Shot Class-Incremental Learning

Author(s): Sichao Fu, Qinmu Peng, Xiaorui Wang, Yang He, Wenhao Qiu, Bin Zou, Duanquan Xu, Xiao-Yuan Jing, Xinge You

Pages: 3316 - 3326

12) State-Observer-Based Adaptive Fuzzy Event-Triggered Formation Control for Nonlinear Multiagent System

Author(s): Shuai Sui, Dongyu Shen, Shaocheng Tong, C. L. Philip Chen

Pages: 3327 - 3338

13) A Novel Projection Neural Network for Sparse Optimization With L1-Minimization Problem

Author(s): Hongsong Wen, Xing He, Tingwen Huang

Pages: 3339 - 3351

14) Hierarchical Relational Inference for Few-Shot Learning in 3D Left Atrial Segmentation

Author(s): Xuejiao Li, Jun Chen, Heye Zhang, Yongwon Cho, Sung Ho Hwang, Zhifan Gao, Guang Yang

Pages: 3352 - 3367

15) Data-Driven Container Marking Detection and Recognition System With an Open Large-Scale Scene Text Dataset

Author(s): Ying Xu, Zhangzhao Liang, Yanyang Liang, Xinru Li, Wenfeng Pan, Jie You, Zhihao Long, Yikui Zhai, Angelo Genovese, Vincenzo Piuri, Fabio Scotti

Pages: 3368 - 3381

16) Physics-Informed Graph Capsule Generative Autoencoder for Probabilistic AC Optimal Power Flow

Author(s): Mohsen Saffari, Mahdi Khodayar, Mohammad E. Khodayar

Pages: 3382 - 3395

17) Effective Single-Step Adversarial Training With Energy-Based Models

Author(s): Keke Tang, Tianrui Lou, Weilong Peng, Nenglun Chen, Yawen Shi, Wenping Wang

Pages: 3396 - 3407

18) MA-MFCNet: Mixed Attention-Based Multi-Scale Feature Calibration Network for Image Dehazing

Author(s): Luqiao Li, Zhihua Chen, Lei Dai, Ran Li, Bin Sheng

Pages: 3408 - 3421

19) Graph Contrastive Learning for Tracking Dynamic Communities in Temporal Networks

Author(s): Yun Ai, Xianghua Xie, Xiaoke Ma

Pages: 3422 - 3435

20) PV-SSD: A Multi-Modal Point Cloud 3D Object Detector Based on Projection Features and Voxel Features

Author(s): Yongxin Shao, Aihong Tan, Zhetao Sun, Enhui Zheng, Tianhong Yan, Peng Liao

Pages: 3436 - 3449

21) Generalized Population-Based Training for Hyperparameter Optimization in Reinforcement Learning

Author(s): Hui Bai, Ran Cheng

Pages: 3450 - 3462

22) Multi-modal Authentication Model for Occluded Faces in a Challenging Environment

Author(s): Dahye Jeong, Eunbeen Choi, Hyeongjin Ahn, Ester Martinez-Martin, Eunil Park, Angel P. del Pobil

Pages: 3463 - 3473

23) A Multitasking-Based Constrained Multi-Objective Evolutionary Algorithm With Forward and Backward Stages

Author(s): Xiaoyu Zhong, Xiangjuan Yao, Kangjia Qiao, Dunwei Gong

Pages: 3474 - 3488

24) A Bi-Search Evolutionary Algorithm for High-Dimensional Bi-Objective Feature Selection

Author(s): Hang Xu, Bing Xue, Mengjie Zhang

Pages: 3489 - 3502

25) Intensive Class Imbalance Learning in Drifting Data Streams

Author(s): Muhammad Usman, Huanhuan Chen

Pages: 3503 - 3517

26) Flow-Shop Scheduling Problem With Batch Processing Machines via Deep Reinforcement Learning for Industrial Internet of Things

Author(s): Zihui Luo, Chengling Jiang, Liang Liu, Xiaolong Zheng, Huadong Ma

Pages: 3518 - 3533

27) Sparse Graph Tensor Learning for Multi-View Spectral Clustering

Author(s): Man-Sheng Chen, Zhi-Yuan Li, Jia-Qi Lin, Chang-Dong Wang, Dong Huang

Pages: 3534 - 3543

28) Alternating-Direction-Method of Multipliers-Based Adaptive Nonnegative Latent Factor Analysis

Author(s): Yurong Zhong, Kechen Liu, Shangce Gao, Xin Luo

Pages: 3544 - 3558

29) Efficient Online Planning and Robust Optimal Control for Nonholonomic Mobile Robot in Unstructured Environments

Author(s): Yingbai Hu, Wei Zhou, Yueyue Liu, Minghao Zeng, Weiping Ding, Shu Li, Guoxin Li, Zheng Li, Alois Knoll

Pages: 3559 - 3575

30) Energy-Efficient and Interpretable Multisensor Human Activity Recognition via Deep Fused Lasso Net

Author(s): Yu Zhou, Jingtao Xie, Xiao Zhang, Wenhui Wu, Sam Kwong

Pages: 3576 - 3588

31) A Novel Dual-Stage Evolutionary Algorithm for Finding Robust Solutions

Author(s): Wei Du, Wenxuan Fang, Chen Liang, Yang Tang, Yaochu Jin

Pages: 3589 - 3602

32) Efficient Processing of Spiking Neural Networks via Task Specialization

Author(s): Muath Abu Lebdeh, Kasim Sinan Yildirim, Davide Brunelli

Pages: 3603 - 3613

33) Multi-Relation Augmentation for Graph Neural Networks

Author(s): Shunxin Xiao, Huibin Lin, Jianwen Wang, Xiaolong Qin, Shiping Wang

Pages: 3614 - 3627

34) Robust Evolving Fuzzy Classifier Integrating Noise Smoothing and Soft Dimension Reduction

Author(s): Edwin Lughofer, Igor Škrjanc

Pages: 3628 - 3642

35) Co-Occurrence Relationship Driven Hierarchical Attention Network for Brain CT Report Generation

Author(s): Xiaodan Zhang, Shixin Dou, Junzhong Ji, Ying Liu, Zheng Wang

Pages: 3643 - 3653

36) Adversarial Examples Detection With Bayesian Neural Network

Author(s): Yao Li, Tongyi Tang, Cho-Jui Hsieh, Thomas C. M. Lee

Pages: 3654 - 3664

37) From Concept to Instance: Hierarchical Reinforced Knowledge Graph Reasoning

Author(s): Cheng Yan, Feng Zhao, Yudong Zhang

Pages: 3665 - 3677

38) FedSG: A Personalized Subgraph Federated Learning Framework on Multiple Non-IID Graphs

Author(s): Yingcheng Wang, Songtao Guo, Dewen Qiao, Guiyan Liu, Mingyan Li

Pages: 3678 - 3690

39) PATReId: Pose Apprise Transformer Network for Vehicle Re-Identification

Author(s): Rishi Kishore, Nazia Aslam, Maheshkumar H. Kolekar

Pages: 3691 - 3702

40) Predicting Citywide Crowd Flows in Critical Areas Based on Dynamic Spatio-Temporal Network

Author(s): Heli Sun, Ruirui Xue, Tingting Hu, Tengfei Pan, Liang He, Yuan Rao, Zhi Wang, Yingxue Wang, Yuan Chen, Hui He

Pages: 3703 - 3715

41) MFLink: User Identity Linkage Across Online Social Networks via Multimodal Fusion and Adversarial Learning

Author(s): Shudong Li, Danna Lu, Qing Li, Xiaobo Wu, Shumei Li, Zhen Wang

Pages: 3716 - 3725

IEEE Transactions on Evolutionary Computation, Volume 28, Number 5, October 2024

1) Particle Swarm Optimization for Efficiently Evolving Deep Convolutional Neural Networks Using an Autoencoder-Based Encoding Strategy

Author(s:); Gonglin Yuan, Bin Wang, Bing Xue, Mengjie Zhang

Pages: 1190 - 1204

2) Conditional Generative Adversarial Network-Based Bilevel Evolutionary Multiobjective Optimization Algorithm

Author(s:); Weizhong Wang, Hai-Lin Liu

Pages: 1205 - 1219

3) Can Evolutionary Clustering Have Theoretical Guarantees?

Author(s:); Chao Qian

Pages: 1220 - 1234

4) Genetic Programming With Lexicase Selection for Large-Scale Dynamic Flexible Job Shop Scheduling

Author(s:); Meng Xu, Yi Mei, Fangfang Zhang, Mengjie Zhang

Pages: 1235 - 1249

5) Correlation-Based Dynamic Allocation Scheme of Fitness Evaluations for Constrained Evolutionary Optimization

Author(s:); Han Huang, Yueting Xu, Yi Xiang, Zhifeng Hao

Pages: 1250 - 1264

6) Robust Optimization Over Time: A Critical Review

Author(s:); Danial Yazdani, Mohammad Nabi Omidvar, Donya Yazdani, Jürgen Branke, Trung Thanh Nguyen, Amir H. Gandomi, Yaochu Jin, Xin Yao

Pages: 1265 - 1285

7) Balancing Objective Optimization and Constraint Satisfaction in Expensive Constrained Evolutionary Multiobjective Optimization

Author(s:); Zhenshou Song, Handing Wang, Bing Xue, Mengjie Zhang, Yaochu Jin

Pages: 1286 - 1300

8) Estimation of Distribution Algorithms in Machine Learning: A Survey

Author(s:); Pedro Larrañaga, Concha Bielza

Pages: 1301 - 1321

9) Multiobjective Optimization-Based Network Control Principles for Identifying Personalized Drug Targets With Cancer

Author(s:); Jing Liang, Zhuo Hu, Zong-Wei Li, Kangjia Qiao, Wei-Feng Guo

Pages: 1322 - 1335

10) Privacy-Enhanced Multitasking Particle Swarm Optimization Based on Homomorphic Encryption

Author(s:); Hao Li, Fanggao Wan, Maoguo Gong, A. K. Qin, Yue Wu, Lining Xing

Pages: 1336 - 1350

11) Machine Learning-Based Prediction of New Pareto-Optimal Solutions From Pseudo-Weights

Author(s:); Anirudh Suresh, Kalyanmoy Deb

Pages: 1351 - 1365

12) A Genetic Programming Approach With Building Block Evolving and Reusing to Image Classification

Author(s:); Ying Bi, Jing Liang, Bing Xue, Mengjie Zhang

Pages: 1366 - 1380

13) Evolutionary Dynamic Constrained Multiobjective Optimization: Test Suite and Algorithm

Author(s:); Guoyu Chen, Yinan Guo, Yong Wang, Jing Liang, Dunwei Gong, Shengxiang Yang

Pages: 1381 - 1395

14) A Data-Driven Evolutionary Transfer Optimization for Expensive Problems in Dynamic Environments

Author(s:); Ke Li, Renzhi Chen, Xin Yao

Pages: 1396 - 1411

15) Interactively Learning Rough Strategies That Dynamically Satisfy Investor’s Preferences in Multiobjective Index Tracking

Author(s:); Julio Cezar Soares Silva, Adiel Teixeira de Almeida Filho

Pages: 1412 - 1426

16) A Self-Adaptive Collaborative Differential Evolution Algorithm for Solving Energy Resource Management Problems in Smart Grids

Author(s:); Haoxiang Qin, Wenlei Bai, Yi Xiang, Fangqing Liu, Yuyan Han, Ling Wang

Pages: 1427 - 1441

17) Runtime Analysis for the NSGA-II: Proving, Quantifying, and Explaining the Inefficiency for Many Objectives

Author(s:); Weijie Zheng, Benjamin Doerr

Pages: 1442 - 1454

18) Modular Multitree Genetic Programming for Evolutionary Feature Construction for Regression

Author(s:); Hengzhe Zhang, Qi Chen, Bing Xue, Wolfgang Banzhaf, Mengjie Zhang

Pages: 1455 - 1469

19) Regularity Evolution for Multiobjective Optimization

Author(s:); Shuai Wang, Aimin Zhou

Pages: 1470 - 1483

20) SR-Forest: A Genetic Programming-Based Heterogeneous Ensemble Learning Method

Author(s:); Hengzhe Zhang, Aimin Zhou, Qi Chen, Bing Xue, Mengjie Zhang

Pages: 1484 - 1498

21) Evolutionary Multitasking With Centralized Learning for Large-Scale Combinatorial Multiobjective Optimization

Author(s:); Yuxiao Huang, Wei Zhou, Yu Wang, Min Li, Liang Feng, Kay Chen Tan

Pages: 1499 - 1513

22) VSG3A2: A Genetic Algorithm-Based Virtual Sample Generation Approach Using Information Gain and Acceptance-Rejection Sampling

Author(s:); Hong Yu, Xuekang Fan, Guoyin Wang, Yongfang Xie

Pages: 1514 - 1528

23) A Dynamic-Niching-Based Pareto Domination for Multimodal Multiobjective Optimization

Author(s:); Juan Zou, Qi Deng, Yuan Liu, Xinjie Yang, Shengxiang Yang, Jinhua Zheng

Pages: 1529 - 1543

IEEE Transactions on Artificial Intelligence, Volume 5, Issue 9, September 2024

1) Editorial: From Explainable Artificial Intelligence (xAI) to Understandable Artificial Intelligence (uAI)

Author(s): Hussein Abbass, Keeley Crockett, Jonathan Garibaldi, Alexander Gegov, Uzay Kaymak, Joao Miguel C. Sousa

Pages: 4310 - 4314

2) Incomplete Graph Learning via Partial Graph Convolutional Network

Author(s): Ziyan Zhang, Bo Jiang, Jin Tang, Jinhui Tang, Bin Luo

Pages: 4315 - 4321

3) Adversarial Machine Learning for Social Good: Reframing the Adversary as an Ally

Author(s): Shawqi Al-Maliki, Adnan Qayyum, Hassan Ali, Mohamed Abdallah, Junaid Qadir, Dinh Thai Hoang, Dusit Niyato, Ala Al-Fuqaha

Pages: 4322 - 4343

4) A Distributed Conditional Wasserstein Deep Convolutional Relativistic Loss Generative Adversarial Network With Improved Convergence

Author(s): Arunava Roy, Dipankar Dasgupta

Pages: 4344 - 4353

5) A Similarity-Based Positional Attention-Aided Deep Learning Model for Copy–Move Forgery Detection

Author(s): Ayush Roy, Sk Mohiuddin, Ram Sarkar

Pages: 4354 - 4363

6) Enhancing Reinforcement Learning via Transformer-Based State Predictive Representations

Author(s): Minsong Liu, Yuanheng Zhu, Yaran Chen, Dongbin Zhao

Pages: 4364 - 4375

7) Bilateral-Head Region-Based Convolutional Neural Networks: A Unified Approach for Incremental Few-Shot Object Detection

Author(s): Yiting Li, Haiyue Zhu, Sichao Tian, Jun Ma, Cheng Xiang, Prahlad Vadakkepat

Pages: 4376 - 4390

8) Regional Ensemble for Improving Unsupervised Outlier Detectors

Author(s): Jiawei Yang, Sylwan Rahardja, Susanto Rahardja

Pages: 4391 - 4402

9) Progressively Select and Reject Pseudolabeled Samples for Open-Set Domain Adaptation

Author(s): Qian Wang, Fanlin Meng, Toby P. Breckon

Pages: 4403 - 4414

10) A Lightweight Multidendritic Pyramidal Neuron Model With Neural Plasticity on Image Recognition

Author(s): Yu Zhang, Pengxing Cai, Yanan Sun, Zhiming Zhang, Zhenyu Lei, Shangce Gao

Pages: 4415 - 4427

11) A Multimodal Multiobjective Evolutionary Algorithm for Filter Feature Selection in Multilabel Classification

Author(s): Emrah Hancer, Bing Xue, Mengjie Zhang

Pages: 4428 - 4442

12) A Nonparametric Split and Kernel-Merge Clustering Algorithm

Author(s): Khurram Khan, Atiq ur Rehman, Adnan Khan, Syed Rameez Naqvi, Samir Brahim Belhaouari, Amine Bermak

Pages: 4443 - 4457

13) Universal Transfer Framework for Urban Spatiotemporal Knowledge Based on Radial Basis Function

Author(s): Sheng-Min Chiu, Yow-Shin Liou, Yi-Chung Chen, Chiang Lee, Rong-Kang Shang, Tzu-Yin Chang, Roger Zimmermann

Pages: 4458 - 4469

14) Building a Robust and Efficient Defensive System Using Hybrid Adversarial Attack

Author(s): Rachel Selva Dhanaraj, M. Sridevi

Pages: 4470 - 4478

15) Retain and Adapt: Online Sequential EEG Classification With Subject Shift

Author(s): Tiehang Duan, Zhenyi Wang, Li Shen, Gianfranco Doretto, Donald A. Adjeroh, Fang Li, Cui Tao

Pages: 4479 - 4492

16) Prefetching-based Multiproposal Markov Chain Monte Carlo Algorithm

Author(s): Guifeng Ye, Shaowen Lu

Pages: 4493 - 4505

17) Shuffled Grouping Cross-Channel Attention-Based Bilateral-Filter-Interpolation Deformable ConvNet With Applications to Benthonic Organism Detection

Author(s): Tingkai Chen, Ning Wang

Pages: 4506 - 4518

18) An Intelligent Fingerprinting Technique for Low-Power Embedded IoT Devices

Author(s): Varun Kohli, Muhammad Naveed Aman, Biplab Sikdar

Pages: 4519 - 4534

19) A Novel Applicable Shadow Resistant Neural Network Model for High-Efficiency Grid-Level Pavement Crack Detection

Author(s): Handuo Yang, Ju Huyan, Tao Ma, Yitao Song, Chengjia Han

Pages: 4535 - 4549

20) Prioritized Local Matching Network for Cross-Category Few-Shot Anomaly Detection

Author(s): Huilin Deng, Hongchen Luo, Wei Zhai, Yanming Guo, Yang Cao, Yu Kang

Pages: 4550 - 4561

21) IOTM: Iterative Optimization Trigger Method—A Runtime Data-Free Backdoor Attacks on Deep Neural Networks

Author(s): Iram Arshad, Saeed Hamood Alsamhi, Yuansong Qiao, Brian Lee, Yuhang Ye

Pages: 4562 - 4573

22) An Unbiased Fuzzy Weighted Relative Error Support Vector Machine for Reverse Prediction of Concrete Components

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

Pages: 4574 - 4584

23) Stabilizing Diffusion Model for Robotic Control With Dynamic Programming and Transition Feasibility

Author(s): Haoran Li, Yaocheng Zhang, Haowei Wen, Yuanheng Zhu, Dongbin Zhao

Pages: 4585 - 4594

24) A Unified Conditional Diffusion Framework for Dual Protein Targets-Based Bioactive Molecule Generation

Author(s): Lei Huang, Zheng Yuan, Huihui Yan, Rong Sheng, Linjing Liu, Fuzhou Wang, Weidun Xie, Nanjun Chen, Fei Huang, Songfang Huang, Ka-Chun Wong, Yaoyun Zhang

Pages: 4595 - 4606

25) Learning Counterfactual Explanation of Graph Neural Networks via Generative Flow Network

Author(s): Kangjia He, Li Liu, Youmin Zhang, Ye Wang, Qun Liu, Guoyin Wang

Pages: 4607 - 4619

26) Linear Regression-Based Autonomous Intelligent Optimization for Constrained Multiobjective Problems

Author(s): Yan Wang, Xiaoyan Sun, Yong Zhang, Dunwei Gong, Hejuan Hu, Mingcheng Zuo

Pages: 4620 - 4634

27) Strategic Gradient Transmission With Targeted Privacy-Awareness in Model Training: A Stackelberg Game Analysis

Author(s): Hezhe Sun, Yufei Wang, Huiwen Yang, Kaixuan Huo, Yuzhe Li

Pages: 4635 - 4648

28) An Explainable Intellectual Property Protection Method for Deep Neural Networks Based on Intrinsic Features

Author(s): Mingfu Xue, Xin Wang, Yinghao Wu, Shifeng Ni, Leo Yu Zhang, Yushu Zhang, Weiqiang Liu

Pages: 4649 - 4659

29) Unsupervised Representation Learning for 3-D Magnetic Resonance Imaging Superresolution With Degradation Adaptation

Author(s): Jianan Liu, Hao Li, Tao Huang, Euijoon Ahn, Kang Han, Adeel Razi, Wei Xiang, Jinman Kim, David Dagan Feng

Pages: 4660 - 4674

30) A Causality-Informed Graph Intervention Model for Pancreatic Cancer Early Diagnosis

Author(s): Xinyue Li, Rui Guo, Hongzhang Zhu, Tao Chen, Xiaohua Qian

Pages: 4675 - 4685

31) Remaining Useful Life Prediction via Frequency Emphasizing Mix-Up and Masked Reconstruction

Author(s): Haoren Guo, Haiyue Zhu, Jiahui Wang, Vadakkepat Prahlad, Weng Khuen Ho, Clarence W. de Silva, Tong Heng Lee

Pages: 4686 - 4695

32) UPR-BP: Unsupervised Photoplethysmography Representation Learning for Noninvasive Blood Pressure Estimation

Author(s): Chenbin Ma, Peng Zhang, Fan Song, Zeyu Liu, Youdan Feng, Yufang He, Guanglei Zhang

Pages: 4696 - 4707

33) SBP-GCA: Social Behavior Prediction via Graph Contrastive Learning With Attention

Author(s): Yufei Liu, Jia Wu, Jie Cao

Pages: 4708 - 4722

34) Quadratic Neuron-Empowered Heterogeneous Autoencoder for Unsupervised Anomaly Detection

Author(s): Jing-Xiao Liao, Bo-Jian Hou, Hang-Cheng Dong, Hao Zhang, Xiaoge Zhang, Jinwei Sun, Shiping Zhang, Feng-Lei Fan

Pages: 4723 - 4737

35) Automatic Plane Pose Estimation for Cardiac Left Ventricle Coverage Estimation via Deep Adversarial Regression Network

Author(s): Le Zhang, Kevin Bronik, Stefan K. Piechnik, Joao A. C. Lima, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi

Pages: 4738 - 4752

36) Variable Curvature Gabor Convolution and Multibranch Structures for Finger Vein Recognition

Author(s): Jun Li, Huabin Wang, Shicheng Wei, Jian Zhou, Yuankang Shen, Liang Tao

Pages: 4753 - 4764

37) ClassLIE: Structure- and Illumination-Adaptive Classification for Low-Light Image Enhancement

Author(s): Zixiang Wei, Yiting Wang, Lichao Sun, Athanasios V. Vasilakos, Lin Wang

Pages: 4765 - 4775

38) Improving Code Summarization With Tree Transformer Enhanced by Position-Related Syntax Complement

Author(s): Jie Song, Zexin Zhang, Zirui Tang, Shi Feng, Yu Gu

Pages: 4776 - 4786

39) Automated Detection of Harmful Insects in Agriculture: A Smart Framework Leveraging IoT, Machine Learning, and Blockchain

Author(s): Wahidur Rahman, Muhammad Minoar Hossain, Md. Mahedi Hasan, Md. Sadiq Iqbal, Mohammad Motiur Rahman, Khondokar Fida Hasan, Mohammad Ali Moni

Pages: 4787 - 4798

40) MTPret: Improving X-Ray Image Analytics With Multitask Pretraining

Author(s): Weibin Liao, Qingzhong Wang, Xuhong Li, Yi Liu, Zeyu Chen, Siyu Huang, Dejing Dou, Yanwu Xu, Haoyi Xiong

Pages: 4799 - 4812

41) Reinforced Reweighting for Self-Supervised Partial Domain Adaptation

Author(s): Keyu Wu, Shengkai Chen, Min Wu, Shili Xiang, Ruibing Jin, Yuecong Xu, Xiaoli Li, Zhenghua Chen

Pages: 4813 - 4822

42) Cross-Modality Calibration in Multi-Input Network for Axillary Lymph Node Metastasis Evaluation

Author(s): Michela Gravina, Domiziana Santucci, Ermanno Cordelli, Paolo Soda, Carlo Sansone

Pages: 4823 - 4836

43) A Novel Grades Prediction Method for Undergraduate Students by Learning Explicit Conditional Distribution

Author(s): Na Zhang, Ming Liu, Lin Wang, Shuangrong Liu, Runyuan Sun, Bo Yang, Shenghui Zhu, Chengdong Li, Cheng Yang, Yuhu Cheng

Pages: 4837 - 4848

IEEE Transactions on Fuzzy Systems, Volume 32, Issue 9, September 2024

1) GIFTWD: A Prospect Theory-Based Generalized Intuitionistic Fuzzy Three-Way Decision Model

Author(s): Jianhua Dai, Tao Chen, Kai Zhang, Dun Liu, Weiping Ding

Pages: 4805 - 4819

2) Three-Way Decision Method Within Prospect Theory via Intuitionistic Fuzzy Numbers in Multiscale Decision Information Systems

Author(s): Yibin Xiao, Jianming Zhan, Chao Zhang, Wei-Zhi Wu

Pages: 4820 - 4834

3) A Novel Three-Way Deep Learning Approach for Multigranularity Fuzzy Association Analysis of Time Series Data

Author(s): Chunmao Jiang, Ying Duan

Pages: 4835 - 4845

4) A Large-Scale Group Decision-Making Method Fusing Three-Way Clustering and Regret Theory Under Fuzzy Preference Relations

Author(s): Lun Guo, Jianming Zhan, Chao Zhang, Zeshui Xu

Pages: 4846 - 4860

5) A Fuzzy Rule-Based System for Portfolio Selection Using Technical Analysis

Author(s): Ahmad Zaman Khan, Pankaj Gupta, Mukesh Kumar Mehlawat

Pages: 4861 - 4875

6) One Network Fits All: A Self-Organizing Fuzzy Neural Network Based Explicit Predictive Control Method for Multimode Process

Author(s): Keke Huang, Xinyu Ying, Xinyi Liu, Dehao Wu, Chunhua Yang, Weihua Gui

Pages: 4876 - 4889

7) Multidimensional Dynamic Pruning: Exploring Spatial and Channel Fuzzy Sparsity

Author(s): Mingwen Shao, Jiandong Kuang, Chao Wang, Wangmeng Zuo, Guoyin Wang

Pages: 4890 - 4901

8) Noise-Estimation-Dominated Fuzzy Segmentation Strategy for Accurate Implantation of Implantable Cardioverter Defibrillators

Author(s): Cong Wang, Xin Tan, Bo Li, MengChu Zhou

Pages: 4902 - 4911

9) Models and Algorithms for Optimizing Thresholds in Fuzzy Representation-Based Three-Way Decision

Author(s): Jiubing Liu, Shutian Huang, Tianrui Li, Qiang Liang, Huaxiong Li, Zhifeng Hao

Pages: 4912 - 4926

10) TWStream: Three-Way Stream Clustering

Author(s): Jiarui Sun, Mingjing Du, Zhenkang Lew, Yongquan Dong

Pages: 4927 - 4939

11) Distributed Fault Diagnosis for Heterogeneous Multiagent Systems: A Hybrid Knowledge-Based and Data-Driven Method

Author(s): Runze Li, Bin Jiang, Yan Zong, Ningyun Lu, Li Guo

Pages: 4940 - 4949

12) Three-Way Decisions With Pythagorean Fuzzy TOPSIS for Internet of Drones

Author(s): Jiajia Zhou, Yian Zhu, Lian Li

Pages: 4950 - 4960

13) Hierarchical Sequential Three-Way Multiattribute Decision-Making Method Based on Regret Theory in Multiscale Fuzzy Decision Systems

Author(s): Jin Qian, Yuehua Lu, Ying Yu, Jie Zhou, Duoqian Miao

Pages: 4961 - 4975

14) Fuzziness-Based Three-Way Decision With Neighborhood Rough Sets Under the Framework of Shadowed Sets

Author(s): Jie Yang, Xiaoqi Wang, Guoyin Wang, Qinghua Zhang, Nenggan Zheng, Di Wu

Pages: 4976 - 4988

15) A Novel Group Three-Way Decision Method Integrating Regret Theory and Consensus Reaching Process for Decision-Making Problems With Interval-Valued Uncertain Information

Author(s): Xiao-Hong Pan, Shi-Fan He, Ying-Ming Wang

Pages: 4989 - 5004

16) ViolinBot: A Framework for Imitation Learning of Violin Bowing Using Fuzzy Logic and PCA

Author(s): Cong Jin, Xiaoyu Liu, YuFei Zhao, Yonggui Zhu, Jie Wang, Hesheng Wang

Pages: 5005 - 5017

17) Graph Classification Method Based on Fuzzy Entropy Causality in a Network Formal Context

Author(s): Min Fan, Huan Li

Pages: 5018 - 5032

18) Intuitionistic Fuzzy MADM in Wargame Leveraging With Deep Reinforcement Learning

Author(s): Yuxiang Sun, Yuanbai Li, Huaxiong Li, Jiubing Liu, Xianzhong Zhou

Pages: 5033 - 5045

19) Fuzzy Multimodal Graph Reasoning for Human-Centric Instructional Video Grounding

Author(s): Yujie Li, Xun Jiang, Xing Xu, Huimin Lu, Heng Tao Shen

Pages: 5046 - 5059

20) Systematic Feature Selection Based on Three-Level Improvements of Fuzzy Dominance Three-Way Neighborhood Rough Sets

Author(s): Xianyong Zhang, Benwei Chen, Duoqian Miao

Pages: 5060 - 5072

21) A New Neurodynamics-Based Model for Fuzzy Convex Optimization Problems With Fuzzy Coefficients and General Constraints

Author(s): Jiqiang Chen, Litao Ma, Witold Pedrycz, Xu Wang

Pages: 5073 - 5085

22) Twin Fuzzy Networks With Interpolation Consistency Regularization for Weakly Supervised Anomaly Detection

Author(s): Zhi Cao, Ye Shi, Yu-Cheng Chang, Xin Yao, Chin-Teng Lin

Pages: 5086 - 5097

23) A Design of Fuzzy Rule-Based Classifier for Multiclass Classification and Its Realization in Horizontal Federated Learning

Author(s): Xingchen Hu, Xiubin Zhu, Lan Yang, Witold Pedrycz, Zhiwu Li

Pages: 5098 - 5108

24) Employing Iterative Feature Selection in Fuzzy Rule-Based Binary Classification

Author(s): Haoning Li, Cong Wang, Qinghua Huang

Pages: 5109 - 5121

25) Heterogeneous Group Consensus Method With Three-Way Decisions Based on Fuzzy Social Networks and Manipulation Behaviors Under Multiscale Information Systems

Author(s): Yibin Xiao, Jianming Zhan, Zeshui Xu, Luis Martínez

Pages: 5122 - 5135

26) Multilabel Feature Selection Based on Fuzzy Mutual Information and Orthogonal Regression

Author(s): Jianhua Dai, Qi Liu, Wenxiang Chen, Chucai Zhang

Pages: 5136 - 5148

27) DMET-Based Double Asynchronous Dissipative Control of Fuzzy Semi-Markov Jump Systems With Redundant Channels

Author(s): Meng-Jie Hu, Ju Hyun Park, Yan-Wu Wang, Jun Cheng, Xiao-Kang Liu

Pages: 5149 - 5162

28) Constructing Interpretable Belief Rule Bases Using a Model-Agnostic Statistical Approach

Author(s): Chao Sun, Yinghui Wang, Tao Yan, Jinlong Yang, Liangyi Huang

Pages: 5163 - 5175

29) Practical Adaptive Backstepping Control for Performance and State Constrained Systems of Cable-Driven Manipulators

Author(s): Yuanlong Xie, Hu Li, Shuting Wang, Shiqi Zheng, Peng Shi

Pages: 5176 - 5188

30) An Interactive Approach for Intuitionistic Fuzzy Data Envelopment Analysis

Author(s): Qingping Gao, Yu Lin, Yu Luo, Xuewen Xu

Pages: 5189 - 5200

31) Multilayer Fuzzy Supremum Approximation to Discrete-Time Synchronization

Author(s): Tianrun Liu, Yang-Yang Chen, Guanghui Wen

Pages: 5201 - 5213

32) Observer-Based Quantized Guaranteed Cost Control of Fuzzy Networked Control Systems With Unreliable Links and Its Applications

Author(s): Qunxian Zheng, Shengyuan Xu, Huaicheng Yan

Pages: 5214 - 5225

33) Flexible Preassigned Finite-Time Fuzzy Bipartite Consensus Control for Nonlinear MASs With Dead-Zone Inputs and Actuator Faults

Author(s): Lei Wan, Huaguang Zhang, Jiayue Sun, Xiaohui Yue, Xiangpeng Xie

Pages: 5226 - 5236

34) Relaxed TS Fuzzy Model Transformation to Improve the Approximation Accuracy/Complexity Tradeoff and Relax the Computation Complexity

Author(s): Péter Baranyi

Pages: 5237 - 5247

35) Optimized Backstepping Attitude Containment Control for Multiple Spacecrafts

Author(s): Sijia Fan, Tong Wang, Chenhui Qin, Jianbin Qiu, Min Li

Pages: 5248 - 5258

36) Fuzzy Neural Network for Representation Learning on Uncertain Graphs

Author(s): Yue-Na Lin, Hai-Chun Cai, Chun-Yang Zhang, Hong-Yu Yao, C. L. Philip Chen

Pages: 5259 - 5271

37) Observer-Based Adaptive Event-Triggered Control for Nonlinear Networked Systems Under Multiple Cyber Attacks

Author(s): Yu Shan, Xiangpeng Xie, Jiayue Sun, Ju H. Park

Pages: 5272 - 5284

38) Fuzzy-Based Sampled-Data Synchronization of the Hindmarsh–Rose Neuronal Model

Author(s): Sasikala Subramaniam, Chee Peng Lim, Prakash Mani

Pages: 5285 - 5295

39) Asynchronous Filtering for Fuzzy Sampled-Data Systems Subject to Censored Measurements and Nonuniform Sampling

Author(s): Jun Cheng, Qiongwen Zhang, Dan Zhang, Huaicheng Yan, Wenhai Qi

Pages: 5296 - 5306

40) Relaxed Stabilization of Interval Type-2 Fuzzy Semi-Markov Jump Systems With DoS Attacks: A Homogeneous Polynomial Approach

Author(s): Shiyao Pan, Xiangpeng Xie, Xiaoming Wu

Pages: 5307 - 5319

41) Cascaded Two-Stage Feature Clustering and Selection via Separability and Consistency in Fuzzy Decision Systems

Author(s): Yuepeng Chen, Weiping Ding, Hengrong Ju, Jiashuang Huang, Tao Yin

Pages: 5320 - 5333

42) Pseudolabel Enhanced Multiview Deep Concept Factorization Fuzzy Clustering

Author(s): Zhuangzhuang Zhao, Hongtan Yang, Zhaohong Deng, Wei Zhang, Chenxi Luo, Guanjin Wang, Yuxi Ge, Shudong Hu

Pages: 5334 - 5347

43) Bell-Shaped Fuzzy Least Square Twin SVM With Biomedical Applications

Author(s): Anuradha Kumari, M. Tanveer, Chin-Teng Lin, the Alzheimer's Disease Neuroimaging Initiative

Pages: 5348 - 5358

44) Fuzzy Clustering From Subset-Clustering to Fullset-Membership

Author(s): Huimin Chen, Yu Duan, Feiping Nie, Rong Wang, Xuelong Li

Pages: 5359 - 5370

45) Zero-Sum-Game-Based Distributed Fuzzy Adaptive Self-Triggered Control of Swarm UAVs Under Intermittent Communication and DoS Attacks

Author(s): Ying Wu, Mou Chen, Mohammed Chadli

Pages: 5371 - 5384

46) Self-Organizing Hybrid Fuzzy Polynomial Neural Network Classifier Driven Through Dynamically Adaptive Structure and Compound Regularization Technique

Author(s): Zhen Wang, Sung-Kwun Oh, Zunwei Fu, Witold Pedrycz, Seok-Beom Roh, Jin Hee Yoon

Pages: 5385 - 5399

IEEE Transactions on Neural Networks and Learning Systems, Volume 35, Number 9, September 2024

1) Guest Editorial: Special Issue on Graph Learning

Author(s): Feng Xia, Renaud Lambiotte, Neil Shah, Hanghang Tong, Irwin King

Pages: 11630 - 11633

2) Permutation Equivariant Graph Framelets for Heterophilous Graph Learning

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

Pages: 11634 - 11648

3) MARML: Motif-Aware Deep Representation Learning in Multilayer Networks

Author(s): Da Zhang, Mansur R. Kabuka

Pages: 11649 - 11660

4) Toward Robust Graph Semi-Supervised Learning Against Extreme Data Scarcity

Author(s): Kaize Ding, Elnaz Nouri, Guoqing Zheng, Huan Liu, Ryen White

Pages: 11661 - 11670

5) Graph Embedded Intuitionistic Fuzzy Random Vector Functional Link Neural Network for Class Imbalance Learning

Author(s): M. A. Ganaie, M. Sajid, A. K. Malik, M. Tanveer

Pages: 11671 - 11680

6) Affinity Uncertainty-Based Hard Negative Mining in Graph Contrastive Learning

Author(s): Chaoxi Niu, Guansong Pang, Ling Chen

Pages: 11681 - 11691

7) Knowledge Graph Alignment Under Scarce Supervision: A General Framework With Active Cross-View Contrastive Learning

Author(s): Weixin Zeng, Xiang Zhao, Jiuyang Tang, Changjun Fan

Pages: 11692 - 11705

8) Motif-Based Contrastive Learning for Community Detection

Author(s): Xunxun Wu, Chang-Dong Wang, Jia-Qi Lin, Wu-Dong Xi, Philip S. Yu

Pages: 11706 - 11719

9) Refining Euclidean Obfuscatory Nodes Helps: A Joint-Space Graph Learning Method for Graph Neural Networks

Author(s): Zhaogeng Liu, Feng Ji, Jielong Yang, Xiaofeng Cao, Muhan Zhang, Hechang Chen, Yi Chang

Pages: 11720 - 11733

10) Gegenbauer Graph Neural Networks for Time-Varying Signal Reconstruction

Author(s): Jhon A. Castro-Correa, Jhony H. Giraldo, Mohsen Badiey, Fragkiskos D. Malliaros

Pages: 11734 - 11745

11) A Graph-Neural-Network-Powered Solver Framework for Graph Optimization Problems

Author(s): Congsong Zhang, Yong Gao, James Nastos

Pages: 11746 - 11760

12) Physics-Informed Explainable Continual Learning on Graphs

Author(s): Ciyuan Peng, Tao Tang, Qiuyang Yin, Xiaomei Bai, Suryani Lim, Charu C. Aggarwal

Pages: 11761 - 11772

13) GAP-LSTM: Graph-Based Autocorrelation Preserving Networks for Geo-Distributed Forecasting

Author(s): Massimiliano Altieri, Roberto Corizzo, Michelangelo Ceci

Pages: 11773 - 11787

14) Deep Learning for Dynamic Graphs: Models and Benchmarks

Author(s): Alessio Gravina, Davide Bacciu

Pages: 11788 - 11801

15) Correlation-Aware Spatial–Temporal Graph Learning for Multivariate Time-Series Anomaly Detection

Author(s): Yu Zheng, Huan Yee Koh, Ming Jin, Lianhua Chi, Khoa T. Phan, Shirui Pan, Yi-Ping Phoebe Chen, Wei Xiang

Pages: 11802 - 11816

16) Reconstructed Graph Neural Network With Knowledge Distillation for Lightweight Anomaly Detection

Author(s): Xiaokang Zhou, Jiayi Wu, Wei Liang, Kevin I-Kai Wang, Zheng Yan, Laurence T. Yang, Qun Jin

Pages: 11817 - 11828

17) A Multitask Dynamic Graph Attention Autoencoder for Imbalanced Multilabel Time Series Classification

Author(s): Le Sun, Chenyang Li, Yongjun Ren, Yanchun Zhang

Pages: 11829 - 11842

18) Personalized Federated Graph Learning on Non-IID Electronic Health Records

Author(s): Tao Tang, Zhuoyang Han, Zhen Cai, Shuo Yu, Xiaokang Zhou, Taiwo Oseni, Sajal K. Das

Pages: 11843 - 11856

19) Learning Joint 2-D and 3-D Graph Diffusion Models for Complete Molecule Generation

Author(s): Han Huang, Leilei Sun, Bowen Du, Weifeng Lv

Pages: 11857 - 11871

20) Relation-Aware Heterogeneous Graph Network for Learning Intermodal Semantics in Textbook Question Answering

Author(s): Sai Zhang, Yunjie Wu, Xiaowang Zhang, Zhiyong Feng, Liang Wan, Zhiqiang Zhuang

Pages: 11872 - 11883

21) Object Counting via Group and Graph Attention Network

Author(s): Xiangyu Guo, Mingliang Gao, Guofeng Zou, Alessandro Bruno, Abdellah Chehri, Gwanggil Jeon

Pages: 11884 - 11895

22) GRA: Graph Representation Alignment for Semi-Supervised Action Recognition

Author(s): Kuan-Hung Huang, Yao-Bang Huang, Yong-Xiang Lin, Kai-Lung Hua, M. Tanveer, Xuequan Lu, Imran Razzak

Pages: 11896 - 11905

23) Backpropagation-Based Learning Techniques for Deep Spiking Neural Networks: A Survey

Author(s): Manon Dampfhoffer, Thomas Mesquida, Alexandre Valentian, Lorena Anghel

Pages: 11906 - 11921

24) Towards Fairness-Aware Federated Learning

Author(s): Yuxin Shi, Han Yu, Cyril Leung

Pages: 11922 - 11938

25) Deep Reinforcement Learning Versus Evolution Strategies: A Comparative Survey

Author(s): Amjad Yousef Majid, Serge Saaybi, Vincent Francois-Lavet, R. Venkatesha Prasad, Chris Verhoeven

Pages: 11939 - 11957

26) Few-Shot Object Detection: A Comprehensive Survey

Author(s): Mona Köhler, Markus Eisenbach, Horst-Michael Gross

Pages: 11958 - 11978

27) Designing Efficient Bit-Level Sparsity-Tolerant Memristive Networks

Author(s): Bo Lyu, Shiping Wen, Yin Yang, Xiaojun Chang, Junwei Sun, Yiran Chen, Tingwen Huang

Pages: 11979 - 11988

28) SSAGCN: Social Soft Attention Graph Convolution Network for Pedestrian Trajectory Prediction

Author(s): Pei Lv, Wentong Wang, Yunxin Wang, Yuzhen Zhang, Mingliang Xu, Changsheng Xu

Pages: 11989 - 12003

29) Multicontrast MRI Super-Resolution via Transformer-Empowered Multiscale Contextual Matching and Aggregation

Author(s): Jun Lyu, Guangyuan Li, Chengyan Wang, Qing Cai, Qi Dou, David Zhang, Jing Qin

Pages: 12004 - 12014

30) Memristive Circuit Implementation of Caenorhabditis Elegans Mechanism for Neuromorphic Computing

Author(s): Hegan Chen, Qinghui Hong, Zhongrui Wang, Chunhua Wang, Xiangxiang Zeng, Jiliang Zhang

Pages: 12015 - 12026

31) Sparse Personalized Federated Learning

Author(s): Xiaofeng Liu, Yinchuan Li, Qing Wang, Xu Zhang, Yunfeng Shao, Yanhui Geng

Pages: 12027 - 12041

32) Continual Learning of Generative Models With Limited Data: From Wasserstein-1 Barycenter to Adaptive Coalescence

Author(s): Mehmet Dedeoglu, Sen Lin, Zhaofeng Zhang, Junshan Zhang

Pages: 12042 - 12056

33) Newton–Raphson Meets Sparsity: Sparse Learning Via a Novel Penalty and a Fast Solver

Author(s): Yongxiu Cao, Lican Kang, Xuerui Li, Yanyan Liu, Yuan Luo, Yueyong Shi

Pages: 12057 - 12067

34) Feature-Based Interpolation and Geodesics in the Latent Spaces of Generative Models

Author(s): Łukasz Struski, Michał Sadowski, Tomasz Danel, Jacek Tabor, Igor T. Podolak

Pages: 12068 - 12082

35) Robust-EQA: Robust Learning for Embodied Question Answering With Noisy Labels

Author(s): Haonan Luo, Guosheng Lin, Fumin Shen, Xingguo Huang, Yazhou Yao, Hengtao Shen

Pages: 12083 - 12094

36) Security Versus Accuracy: Trade-Off Data Modeling to Safe Fault Classification Systems

Author(s): Yue Zhuo, Zhihuan Song, Zhiqiang Ge

Pages: 12095 - 12106

37) Data-Driven-Based Cooperative Resilient Learning Method for Nonlinear MASs Under DoS Attacks

Author(s): Chao Deng, Xiao-Zheng Jin, Zheng-Guang Wu, Wei-Wei Che

Pages: 12107 - 12116

38) Class-Imbalanced-Aware Distantly Supervised Named Entity Recognition

Author(s): Yuren Mao, Yu Hao, Weiwei Liu, Xuemin Lin, Xin Cao

Pages: 12117 - 12129

39) Learning Heterogeneous Spatial–Temporal Context for Skeleton-Based Action Recognition

Author(s): Xuehao Gao, Yang Yang, Yang Wu, Shaoyi Du

Pages: 12130 - 12141

40) Modeling High-Order Relationships: Brain-Inspired Hypergraph-Induced Multimodal-Multitask Framework for Semantic Comprehension

Author(s): Xian Sun, Fanglong Yao, Chibiao Ding

Pages: 12142 - 12156

41) SSGCNet: A Sparse Spectra Graph Convolutional Network for Epileptic EEG Signal Classification

Author(s): Jialin Wang, Rui Gao, Haotian Zheng, Hao Zhu, C.-J. Richard Shi

Pages: 12157 - 12171

42) Task-Oriented Robot Cognitive Manipulation Planning Using Affordance Segmentation and Logic Reasoning

Author(s): Zhongli Wang, Guohui Tian

Pages: 12172 - 12185

43) Active Clustering Ensemble With Self-Paced Learning

Author(s): Peng Zhou, Bicheng Sun, Xinwang Liu, Liang Du, Xuejun Li

Pages: 12186 - 12200

44) Pivotal-Aware Principal Component Analysis

Author(s): Xuelong Li, Pei Li, Hongyuan Zhang, Kangjia Zhu, Rui Zhang

Pages: 12201 - 12210

45) Distributed Adaptive Output Feedback Consensus for Nonlinear Stochastic Multiagent Systems by Reference Generator Approach

Author(s): Guopin Liu, Ju H. Park, Changchun Hua, Hongshuang Xu, Yafeng Li

Pages: 12211 - 12223

46) Efficient and Effective One-Step Multiview Clustering

Author(s): Jun Wang, Chang Tang, Zhiguo Wan, Wei Zhang, Kun Sun, Albert Y. Zomaya

Pages: 12224 - 12235

47) Deep Attentional Guided Image Filtering

Author(s): Zhiwei Zhong, Xianming Liu, Junjun Jiang, Debin Zhao, Xiangyang Ji

Pages: 12236 - 12250

48) Exploring Separable Attention for Multi-Contrast MR Image Super-Resolution

Author(s): Chun-Mei Feng, Yunlu Yan, Kai Yu, Yong Xu, Huazhu Fu, Jian Yang, Ling Shao

Pages: 12251 - 12262

49) An FPGA-Implemented Antinoise Fuzzy Recurrent Neural Network for Motion Planning of Redundant Robot Manipulators

Author(s): Zhijun Zhang, Haotian He, Xianzhi Deng

Pages: 12263 - 12275

50) Hierarchical Weight Averaging for Deep Neural Networks

Author(s): Xiaozhe Gu, Zixun Zhang, Yuncheng Jiang, Tao Luo, Ruimao Zhang, Shuguang Cui, Zhen Li

Pages: 12276 - 12287

51) Improving Deep Neural Networks’ Training for Image Classification With Nonlinear Conjugate Gradient-Style Adaptive Momentum

Author(s): Bao Wang, Qiang Ye

Pages: 12288 - 12300

52) Online Multi-View Learning With Knowledge Registration Units

Author(s): Sheng Wu, Ancong Wu, Wei-Shi Zheng

Pages: 12301 - 12315

53) Distribution Matching for Machine Teaching

Author(s): Xiaofeng Cao, Ivor W. Tsang

Pages: 12316 - 12329

54) New Results on Rapid Dynamical Pattern Recognition via Deterministic Learning From Sampling Sequences

Author(s): Weiming Wu, Jingtao Hu, Fukai Zhang, Cong Wang

Pages: 12330 - 12343

55) Modal-Regression-Based Broad Learning System for Robust Regression and Classification

Author(s): Licheng Liu, Tingyun Liu, C. L. Philip Chen, Yaonan Wang

Pages: 12344 - 12357

56) Homophily-Enhanced Self-Supervision for Graph Structure Learning: Insights and Directions

Author(s): Lirong Wu, Haitao Lin, Zihan Liu, Zicheng Liu, Yufei Huang, Stan Z. Li

Pages: 12358 - 12372

57) Effective Active Learning Method for Spiking Neural Networks

Author(s): Xiurui Xie, Bei Yu, Guisong Liu, Qiugang Zhan, Huajin Tang

Pages: 12373 - 12382

58) Dynamic Graph Representation Learning via Coupling-Process Model

Author(s): Pingtao Duan, Chuan Zhou, Yuting Liu

Pages: 12383 - 12395

59) Finite-Time Neural Network-Based Hierarchical Sliding Mode Antiswing Control for Underactuated Dual Ship-Mounted Cranes With Unmatched Sea Wave Disturbances Suppression

Author(s): Yuzhe Qian, Haibo Zhang, Die Hu

Pages: 12396 - 12408

60) Preassigned Time Adaptive Neural Tracking Control for Stochastic Nonlinear Multiagent Systems With Deferred Constraints

Author(s): Xiyue Guo, Huaguang Zhang, Jiayue Sun, Yu Zhou

Pages: 12409 - 12418

61) TAG: Teacher-Advice Mechanism With Gaussian Process for Reinforcement Learning

Author(s): Ke Lin, Duantengchuan Li, Yanjie Li, Shiyu Chen, Qi Liu, Jianqi Gao, Yanrui Jin, Liang Gong

Pages: 12419 - 12433

62) CapsRule: Explainable Deep Learning for Classifying Network Attacks

Author(s): Samaneh Mahdavifar, Ali A. Ghorbani

Pages: 12434 - 12448

63) Adaptive Modular Neural Control for Online Gait Synchronization and Adaptation of an Assistive Lower-Limb Exoskeleton

Author(s): Arthicha Srisuchinnawong, Chaicharn Akkawutvanich, Poramate Manoonpong

Pages: 12449 - 12458

64) Marginalized Augmented Few-Shot Domain Adaptation

Author(s): Taotao Jing, Haifeng Xia, Jihun Hamm, Zhengming Ding

Pages: 12459 - 12469

65) Bit Reduction for Locality-Sensitive Hashing

Author(s): Huawen Liu, Wenhua Zhou, Hong Zhang, Gang Li, Shichao Zhang, Xuelong Li

Pages: 12470 - 12481

66) A Dini-Derivative-Aided Zeroing Neural Network for Time-Variant Quadratic Programming Involving Multi-Type Constraints With Robotic Applications

Author(s): Weibing Li, Yongping Pan

Pages: 12482 - 12493

67) MetaSeg: Content-Aware Meta-Net for Omni-Supervised Semantic Segmentation

Author(s): Shenwang Jiang, Jianan Li, Ying Wang, Wenxuan Wu, Jizhou Zhang, Bo Huang, Tingfa Xu

Pages: 12494 - 12506

68) CoSeg: Cognitively Inspired Unsupervised Generic Event Segmentation

Author(s): Xiao Wang, Jingen Liu, Tao Mei, Jiebo Luo

Pages: 12507 - 12517

69) SALR: Sharpness-Aware Learning Rate Scheduler for Improved Generalization

Author(s): Xubo Yue, Maher Nouiehed, Raed Al Kontar

Pages: 12518 - 12527

70) Semi-Supervised Mixture Learning for Graph Neural Networks With Neighbor Dependence

Author(s): Kai Liu, Hongbo Liu, Tao Wang, Guoqiang Hu, Tomas E. Ward, C. L. Philip Chen

Pages: 12528 - 12539

71) Metafeature Selection via Multivariate Sparse-Group Lasso Learning for Automatic Hyperparameter Configuration Recommendation

Author(s): Liping Deng, Wen-Sheng Chen, Mingqing Xiao

Pages: 12540 - 12552

72) Modified RNN for Solving Comprehensive Sylvester Equation With TDOA Application

Author(s): Jingkun Yan, Long Jin, Xin Luo, Shuai Li

Pages: 12553 - 12563

73) Semantic-Aware Dynamic Generation Networks for Few-Shot Human–Object Interaction Recognition

Author(s): Zhong Ji, Ping An, Xiyao Liu, Changxin Gao, Yanwei Pang, Ling Shao

Pages: 12564 - 12575

74) Graph-Based Unsupervised Feature Selection for Interval-Valued Information System

Author(s): Weihua Xu, Man Huang, Zongying Jiang, Yuhua Qian

Pages: 12576 - 12589

75) Graph Neural Networks With High-Order Polynomial Spectral Filters

Author(s): Zeyuan Zeng, Qinke Peng, Xu Mou, Ying Wang, Ruimeng Li

Pages: 12590 - 12603

76) Computation-Efficient Fault Detection Framework for Partially Known Nonlinear Distributed Parameter Systems

Author(s): Yun Feng, Yaonan Wang, Yang Mo, Yiming Jiang, Zhijie Liu, Wei He, Han-Xiong Li

Pages: 12604 - 12616

77) PDE-Based Boundary Adaptive Consensus Control of Multiagent Systems With Input Constraints

Author(s): Wei Zhao, Yu Liu, Xiangqian Yao

Pages: 12617 - 12626

78) Distilling Privileged Knowledge for Anomalous Event Detection From Weakly Labeled Videos

Author(s): Tianshan Liu, Kin-Man Lam, Jun Kong

Pages: 12627 - 12641

79) A Novel Swarm Exploring Varying Parameter Recurrent Neural Network for Solving Non-Convex Nonlinear Programming

Author(s): Zhijun Zhang, Xiaohui Ren, Jilong Xie, Yamei Luo

Pages: 12642 - 12652

80) Moment-Based Reinforcement Learning for Ensemble Control

Author(s): Yao-Chi Yu, Vignesh Narayanan, Jr-Shin Li

Pages: 12653 - 12664

81) Advancing Adversarial Training by Injecting Booster Signal

Author(s): Hong Joo Lee, Youngjoon Yu, Yong Man Ro

Pages: 12665 - 12677

82) Multiexperience-Assisted Efficient Multiagent Reinforcement Learning

Author(s): Tianle Zhang, Zhen Liu, Jianqiang Yi, Shiguang Wu, Zhiqiang Pu, Yanjie Zhao

Pages: 12678 - 12692

83) Neural Network-Based Robust Guaranteed Cost Control for Image-Based Visual Servoing of Quadrotor

Author(s): Xinning Yi, Biao Luo, Yuqian Zhao

Pages: 12693 - 12705

84) Toward Subgraph-Guided Knowledge Graph Question Generation With Graph Neural Networks

Author(s): Yu Chen, Lingfei Wu, Mohammed J. Zaki

Pages: 12706 - 12717

85) PP-NAS: Searching for Plug-and-Play Blocks on Convolutional Neural Networks

Author(s): Anqi Xiao, Biluo Shen, Jie Tian, Zhenhua Hu

Pages: 12718 - 12730

86) A Broad Generative Network for Two-Stage Image Outpainting

Author(s): Zongyan Zhang, Haohan Weng, Tong Zhang, C. L. Philip Chen

Pages: 12731 - 12745

87) Higher Order Polynomial Transformer for Fine-Grained Freezing of Gait Detection

Author(s): Renfei Sun, Kun Hu, Kaylena A. Ehgoetz Martens, Markus Hagenbuchner, Ah Chung Tsoi, Mohammed Bennamoun, Simon J. G. Lewis, Zhiyong Wang

Pages: 12746 - 12759

88) Reducing Urban Traffic Congestion Using Deep Learning and Model Predictive Control

Author(s): Zhun Yin, Tong Liu, Chieh Wang, Hong Wang, Zhong-Ping Jiang

Pages: 12760 - 12771

89) BViT: Broad Attention-Based Vision Transformer

Author(s): Nannan Li, Yaran Chen, Weifan Li, Zixiang Ding, Dongbin Zhao, Shuai Nie

Pages: 12772 - 12783

90) Joint Entity and Relation Extraction With Set Prediction Networks

Author(s): Dianbo Sui, Xiangrong Zeng, Yubo Chen, Kang Liu, Jun Zhao

Pages: 12784 - 12795

91) Clustered Federated Learning in Heterogeneous Environment

Author(s): Yihan Yan, Xiaojun Tong, Shen Wang

Pages: 12796 - 12809

92) Interactive Feature Embedding for Infrared and Visible Image Fusion

Author(s): Fan Zhao, Wenda Zhao, Huchuan Lu

Pages: 12810 - 12822

93) Template-Based Contrastive Distillation Pretraining for Math Word Problem Solving

Author(s): Jinghui Qin, Zhicheng Yang, Jiaqi Chen, Xiaodan Liang, Liang Lin

Pages: 12823 - 12835

94) Neural Adaptive Intermittent Output Feedback Control for Autonomous Underwater Vehicles With Full-State Quantitative Designs

Author(s): Yi Shi, Wei Xie, Weixing Chen, Lantao Xing, Weidong Zhang

Pages: 12836 - 12848

95) Effective Value Analysis of Fuzzy Similarity Relation in HQSS for Efficient Granulation

Author(s): Qinghua Zhang, Fan Zhao, Yunlong Cheng, Man Gao, Guoyin Wang, Shuyin Xia, Weiping Ding

Pages: 12849 - 12863

96) Cyclical Curriculum Learning

Author(s): H. Toprak Kesgin, M. Fatih Amasyali

Pages: 12864 - 12872

97) Multiagent Trust Region Policy Optimization

Author(s): Hepeng Li, Haibo He

Pages: 12873 - 12887

98) AutoGMap: Learning to Map Large-Scale Sparse Graphs on Memristive Crossbars

Author(s): Bo Lyu, Shengbo Wang, Shiping Wen, Kaibo Shi, Yin Yang, Lingfang Zeng, Tingwen Huang

Pages: 12888 - 12898

99) Demystifying and Mitigating Bias for Node Representation Learning

Author(s): O. Deniz Kose, Yanning Shen

Pages: 12899 - 12912

100) An Energy-Efficient Bayesian Neural Network Implementation Using Stochastic Computing Method

Author(s): Xiaotao Jia, Huiyi Gu, Yuhao Liu, Jianlei Yang, Xueyan Wang, Weitao Pan, Youguang Zhang, Sorin Cotofana, Weisheng Zhao

Pages: 12913 - 12923

101) Spectral-Spatial Global Graph Reasoning for Hyperspectral Image Classification

Author(s): Di Wang, Bo Du, Liangpei Zhang

Pages: 12924 - 12937

102) A Generic Self-Supervised Framework of Learning Invariant Discriminative Features

Author(s): Foivos Ntelemis, Yaochu Jin, Spencer A. Thomas

Pages: 12938 - 12952

103) Convolutional Neural Network-Based Lane-Change Strategy via Motion Image Representation for Automated and Connected Vehicles

Author(s): Shuo Cheng, Zheng Wang, Bo Yang, Kimihiko Nakano

Pages: 12953 - 12964

104) Deep Multiview Adaptive Clustering With Semantic Invariance

Author(s): Jing Gao, Meng Liu, Peng Li, Jianing Zhang, Zhikui Chen

Pages: 12965 - 12978

105) Brain Emotion Perception Inspired EEG Emotion Recognition With Deep Reinforcement Learning

Author(s): Dongdong Li, Li Xie, Zhe Wang, Hai Yang

Pages: 12979 - 12992

106) Fully Distributed Event-Triggered Anti-Windup Consensus of Heterogeneous Systems With Input Saturation and an Active Leader

Author(s): Chenhang Yan, Liping Yan, Yuezu Lv, Yuanqing Xia

Pages: 12993 - 13004

107) Dynamic Neural Network Predictive Compensation-Based Point-to-Point Iterative Learning Control With Nonuniform Batch Length

Author(s): Rui Hou, Li Jia, Xuhui Bu, Chengyu Zhou

Pages: 13005 - 13016

108) Unsupervised Deep Tensor Network for Hyperspectral–Multispectral Image Fusion

Author(s): Jingxiang Yang, Liang Xiao, Yong-Qiang Zhao, Jonathan Cheung-Wai Chan

Pages: 13017 - 13031

109) Weakly Supervised Temporal Action Localization With Bidirectional Semantic Consistency Constraint

Author(s): Guozhang Li, De Cheng, Xinpeng Ding, Nannan Wang, Jie Li, Xinbo Gao

Pages: 13032 - 13045

110) Fast Yet Effective Machine Unlearning

Author(s): Ayush K. Tarun, Vikram S. Chundawat, Murari Mandal, Mohan Kankanhalli

Pages: 13046 - 13055

111) Multidimensional Pruning and Its Extension: A Unified Framework for Model Compression

Author(s): Jinyang Guo, Dong Xu, Wanli Ouyang

Pages: 13056 - 13070

112) Fast Multiview Clustering by Optimal Graph Mining

Author(s): Jitao Lu, Feiping Nie, Rong Wang, Xuelong Li

Pages: 13071 - 13077