Journal Special Issues

Journal special issues with upcoming submission deadlines:

• IEEE Transactions on Fuzzy Systems: Fuzzy Data Driven approaches for Intelligent Technology Transfer - January 30 2025 

• IEEE Transactions on Fuzzy Systems: Fuzzy Affective Computing Systems - January 31 2025 

• IEEE Transactions on Evolutionary Computation: Evolutionary Computation Meets Large Language Models - January 31 2025 

• IEEE Transactions on Fuzzy Systems: Fuzzy Large Models: Bridging Uncertainty and Creativity - May 1 2025 

IEEE Transactions on Neural Networks and Learning Systems, Volume 36, Issue 1, January 2025

1) Guest Editorial: Special Issue on Trustworthy Federated Learning

Author(s): Qiang Yang, Han Yu, Sin G. Teo, Bo Li, Guodong Long, Chao Jin, Lixin Fan, Yang Liu, Le Zhang

Pages: 5 - 5

2) A Survey on Federated Recommendation Systems

Author(s): Zehua Sun, Yonghui Xu, Yong Liu, Wei He, Lanju Kong, Fangzhao Wu, Yali Jiang, Lizhen Cui

Pages: 6 - 20

3) Generative Image Reconstruction From Gradients

Author(s): Ekanut Sotthiwat, Liangli Zhen, Chi Zhang, Zengxiang Li, Rick Siow Mong Goh

Pages: 21 - 31

4) PrivFR: Privacy-Enhanced Federated Recommendation With Shared Hash Embedding

Author(s): Honglei Zhang, Xin Zhou, Zhiqi Shen, Yidong Li

Pages: 32 - 46

5) Multicenter Hierarchical Federated Learning With Fault-Tolerance Mechanisms for Resilient Edge Computing Networks

Author(s): Xiaohong Chen, Guanying Xu, Xuesong Xu, Haichong Jiang, Zhiping Tian, Tao Ma

Pages: 47 - 61

6) Robust Federated Learning: Maximum Correntropy Aggregation Against Byzantine Attacks

Author(s): Zhirong Luan, Wenrui Li, Meiqin Liu, Badong Chen

Pages: 62 - 75

7) Improving Global Generalization and Local Personalization for Federated Learning

Author(s): Lei Meng, Zhuang Qi, Lei Wu, Xiaoyu Du, Zhaochuan Li, Lizhen Cui, Xiangxu Meng

Pages: 76 - 87

8) Improving Generalization and Personalization in Model-Heterogeneous Federated Learning

Author(s): Xiongtao Zhang, Ji Wang, Weidong Bao, Yaohong Zhang, Xiaomin Zhu, Hao Peng, Xiang Zhao

Pages: 88 - 101

9) Auditable and Verifiable Federated Learning Based on Blockchain-Enabled Decentralization

Author(s): Aditya Pribadi Kalapaaking, Ibrahim Khalil, Xun Yi, Kwok-Yan Lam, Guang-Bin Huang, Ning Wang

Pages: 102 - 115

10) Leverage Variational Graph Representation for Model Poisoning on Federated Learning

Author(s): Kai Li, Xin Yuan, Jingjing Zheng, Wei Ni, Falko Dressler, Abbas Jamalipour

Pages: 116 - 128

11) Guest Editorial: Special Issue on Deep Learning for Intelligent Media Computing and Applications

Author(s): Hamido Fujita, Bo Li, Yiyu Yao, Xinbo Gao, Maoguo Gong, Ivan Lee, Martin Ester, Xin Wang

Pages: 129 - 131

12) CoT: Contourlet Transformer for Hierarchical Semantic Segmentation

Author(s): Yilin Shao, Long Sun, Licheng Jiao, Xu Liu, Fang Liu, Lingling Li, Shuyuan Yang

Pages: 132 - 146

13) Contrastive Registration for Unsupervised Medical Image Segmentation

Author(s): Lihao Liu, Angelica I. Aviles-Rivero, Carola-Bibiane Schönlieb

Pages: 147 - 159

14) STFuse: Infrared and Visible Image Fusion via Semisupervised Transfer Learning

Author(s): Xue Wang, Zheng Guan, Wenhua Qian, Jinde Cao, Chengchao Wang, Runzhuo Ma

Pages: 160 - 173

15) Non-Intrusive Speech Quality Assessment Based on Deep Neural Networks for Speech Communication

Author(s): Miao Liu, Jing Wang, Fei Wang, Fei Xiang, Jingdong Chen

Pages: 174 - 187

16) DSTCNet: Deep Spectro-Temporal-Channel Attention Network for Speech Emotion Recognition

Author(s): Lili Guo, Shifei Ding, Longbiao Wang, Jianwu Dang

Pages: 188 - 197

17) Seeking a Hierarchical Prototype for Multimodal Gesture Recognition

Author(s): Yunan Li, Tianyu Qi, Zhuoqi Ma, Dou Quan, Qiguang Miao

Pages: 198 - 209

18) Deep-Growing Neural Network With Manifold Constraints for Hyperspectral Image Classification

Author(s): Jiao Shi, Tiancheng Wu, A. K. Qin, Tao Shao, Yu Lei, Gwanggil Jeon

Pages: 210 - 221

19) Weakening the Dominant Role of Text: CMOSI Dataset and Multimodal Semantic Enhancement Network

Author(s): Cong Jin, Cong Luo, Ming Yan, Guangzhe Zhao, Guixuan Zhang, Shuwu Zhang

Pages: 222 - 236

20) Semi-Supervised Detection Model Based on Adaptive Ensemble Learning for Medical Images

Author(s): Jingchen Li, Haobin Shi, Wenbai Chen, Naijun Liu, Kao-Shing Hwang

Pages: 237 - 248

21) A Novel Public Sentiment Analysis Method Based on an Isomerism Learning Model via Multiphase Processing

Author(s): Zhihao Hao, Guancheng Wang, Bob Zhang, Zhuowen Feng, Haisheng Li, Fahui Chong, Yan Pan, Wei Li

Pages: 249 - 259

22) Three-Stage Semisupervised Cross-Modal Hashing With Pairwise Relations Exploitation

Author(s): Wentao Fan, Chao Zhang, Huaxiong Li, Xiuyi Jia, Guoyin Wang

Pages: 260 - 273

23) Progressive Decision Boundary Shifting for Unsupervised Domain Adaptation

Author(s): Liang Li, Tongyu Lu, Yaoqi Sun, Yuhan Gao, Chenggang Yan, Zhenghui Hu, Qingming Huang

Pages: 274 - 285

24) GenURL: A General Framework for Unsupervised Representation Learning

Author(s): Siyuan Li, Zicheng Liu, Zelin Zang, Di Wu, Zhiyuan Chen, Stan Z. Li

Pages: 286 - 298

25) Deep Rank-Consistent Pyramid Model for Enhanced Crowd Counting

Author(s): Jiaqi Gao, Zhizhong Huang, Yiming Lei, Hongming Shan, James Z. Wang, Fei-Yue Wang, Junping Zhang

Pages: 299 - 312

26) Collaborative Target Search With a Visual Drone Swarm: An Adaptive Curriculum Embedded Multistage Reinforcement Learning Approach

Author(s): Jiaping Xiao, Phumrapee Pisutsin, Mir Feroskhan

Pages: 313 - 327

27) Improving Image Contrastive Clustering Through Self-Learning Pairwise Constraints

Author(s): Yecheng Guo, Liang Bai, Xian Yang, Jiye Liang

Pages: 328 - 340

28) Enabling Visual Object Detection With Object Sounds via Visual Modality Recalling Memory

Author(s): Jung Uk Kim, Yong Man Ro

Pages: 341 - 353

29) IronForge: An Open, Secure, Fair, Decentralized Federated Learning

Author(s): Guangsheng Yu, Xu Wang, Caijun Sun, Qin Wang, Ping Yu, Wei Ni, Ren Ping Liu

Pages: 354 - 368

30) Foregroundness-Aware Task Disentanglement and Self-Paced Curriculum Learning for Domain Adaptive Object Detection

Author(s): Yabo Liu, Jinghua Wang, Linhui Xiao, Chengliang Liu, Zhihao Wu, Yong Xu

Pages: 369 - 380

31) Real-Time Semantic Segmentation via a Densely Aggregated Bilateral Network

Author(s): Shu Yang, Lu Zhang, Shuai Liu, Huchuan Lu, Hao Chen

Pages: 381 - 392

32) Incremental Incomplete Concept-Cognitive Learning Model: A Stochastic Strategy

Author(s): Zhiming Liu, Jinhai Li, Xiao Zhang, Xi-Zhao Wang

Pages: 393 - 406

33) Differential Neural Network Identifier for Dynamical Systems With Time-Varying State Constraints

Author(s): Ilya Nachevsky, Olga Andrianova, Isaac Chairez, Alexander Poznyak

Pages: 407 - 418

34) Deep Reinforcement Learning With Explicit Context Representation

Author(s): Francisco Munguia-Galeano, Ah-Hwee Tan, Ze Ji

Pages: 419 - 432

35) Learnable Graph Convolutional Network With Semisupervised Graph Information Bottleneck

Author(s): Luying Zhong, Zhaoliang Chen, Zhihao Wu, Shide Du, Zheyi Chen, Shiping Wang

Pages: 433 - 446

36) Phy-Taylor: Partially Physics-Knowledge-Enhanced Deep Neural Networks via NN Editing

Author(s): Yanbing Mao, Yuliang Gu, Lui Sha, Huajie Shao, Qixin Wang, Tarek Abdelzaher

Pages: 447 - 461

37) Differential Game-Based Deep Reinforcement Learning in Underwater Target Hunting Task

Author(s): Wei Wei, Jingjing Wang, Jun Du, Zhengru Fang, Yong Ren, C. L. Philip Chen

Pages: 462 - 474

38) Relative Entropy Regularized Sample-Efficient Reinforcement Learning With Continuous Actions

Author(s): Zhiwei Shang, Renxing Li, Chunhua Zheng, Huiyun Li, Yunduan Cui

Pages: 475 - 485

39) Distributed Neurodynamic Models for Solving a Class of System of Nonlinear Equations

Author(s): Xin Han, Xing He, Xingxing Ju, Hangjun Che, Tingwen Huang

Pages: 486 - 497

40) Combining Optimal Path Search With Task-Dependent Learning in a Neural Network

Author(s): Tomas Kulvicius, Minija Tamosiunaite, Florentin Wörgötter

Pages: 498 - 509

41) Robust Learning-Based Control for Uncertain Nonlinear Systems With Validation on a Soft Robot

Author(s): Minghao Han, Kiwan Wong, Jacob Euler-Rolle, Lixian Zhang, Robert K. Katzschmann

Pages: 510 - 524

42) Online Sparse Representation Clustering for Evolving Data Streams

Author(s): Jie Chen, Shengxiang Yang, Conor Fahy, Zhu Wang, Yinan Guo, Yingke Chen

Pages: 525 - 539

43) Multivariate Time Series Forecasting Using Multiscale Recurrent Networks With Scale Attention and Cross-Scale Guidance

Author(s): Qiang Guo, Lexin Fang, Ren Wang, Caiming Zhang

Pages: 540 - 554

44) Direction-Coded Temporal U-Shape Module for Multiframe Infrared Small Target Detection

Author(s): Ruojing Li, Wei An, Chao Xiao, Boyang Li, Yingqian Wang, Miao Li, Yulan Guo

Pages: 555 - 568

45) Multiple Mittag–Leffler Stability of Almost Periodic Solutions for Fractional-Order Delayed Neural Networks: Distributed Optimization Approach

Author(s): Chenxi Song, Sitian Qin, Zhigang Zeng

Pages: 569 - 581

46) Improving the Timing Resolution of Positron Emission Tomography Detectors Using Boosted Learning—A Residual Physics Approach

Author(s): Stephan Naunheim, Yannick Kuhl, David Schug, Volkmar Schulz, Florian Mueller

Pages: 582 - 594

47) Learning to Aggregate Multi-Scale Context for Instance Segmentation in Remote Sensing Images

Author(s): Ye Liu, Huifang Li, Chao Hu, Shuang Luo, Yan Luo, Chang Wen Chen

Pages: 595 - 609

48) ProtoCLIP: Prototypical Contrastive Language Image Pretraining

Author(s): Delong Chen, Zhao Wu, Fan Liu, Zaiquan Yang, Shaoqiu Zheng, Ying Tan, Erjin Zhou

Pages: 610 - 624

49) ActionCLIP: Adapting Language-Image Pretrained Models for Video Action Recognition

Author(s): Mengmeng Wang, Jiazheng Xing, Jianbiao Mei, Yong Liu, Yunliang Jiang

Pages: 625 - 637

50) A Novel Sequence-to-Sequence-Based Deep Learning Model for Multistep Load Forecasting

Author(s): Renzhi Lu, Ruichang Bai, Ruidong Li, Lijun Zhu, Mingyang Sun, Feng Xiao, Dong Wang, Huaming Wu, Yuemin Ding

Pages: 638 - 652

51) Learning Self-Corrective Network via Adaptive Self-Labeling and Dynamic NMS for High-Performance Long-Term Tracking

Author(s): Zhibin Zhang, Wanli Xue, Kaihua Zhang, Bo Liu, Chengwei Zhang, Jingen Liu, Shengyong Chen

Pages: 653 - 664

52) Graph Soft Actor–Critic Reinforcement Learning for Large-Scale Distributed Multirobot Coordination

Author(s): Yifan Hu, Junjie Fu, Guanghui Wen

Pages: 665 - 676

53) Random Online Hashing for Cross-Modal Retrieval

Author(s): Kaihang Jiang, Wai Keung Wong, Xiaozhao Fang, Jiaxing Li, Jianyang Qin, Shengli Xie

Pages: 677 - 691

54) Spectral Cross-Domain Neural Network With Soft-Adaptive Threshold Spectral Enhancement

Author(s): Che Liu, Sibo Cheng, Weiping Ding, Rossella Arcucci

Pages: 692 - 703

55) Leveraging Predictions of Task-Related Latents for Interactive Visual Navigation

Author(s): Jiwei Shen, Liang Yuan, Yue Lu, Shujing Lyu

Pages: 704 - 717

56) Data-Driven Internal Model Learning Control for Nonlinear Systems

Author(s): Huimin Zhang, Ronghu Chi, Biao Huang

Pages: 718 - 728

57) Spatiotemporal Transformation-Based Neural Network With Interpretable Structure for Modeling Distributed Parameter Systems

Author(s): Peng Wei, Han-Xiong Li

Pages: 729 - 737

58) Stability Analysis of Fractional Bidirectional Associative Memory Neural Networks With Multiple Proportional Delays and Distributed Delays

Author(s): Xiaomeng Gao, Yajing Li, Xinyi Liu, Yinlin Ye, Hongtao Fan

Pages: 738 - 752

59) Local–Global Correlation Fusion-Based Graph Neural Network for Remaining Useful Life Prediction

Author(s): Yucheng Wang, Min Wu, Ruibing Jin, Xiaoli Li, Lihua Xie, Zhenghua Chen

Pages: 753 - 766

60) Teacher–Explorer–Student Learning: A Novel Learning Method for Open Set Recognition

Author(s): Jaeyeon Jang, Chang Ouk Kim

Pages: 767 - 780

61) NN2Poly: A Polynomial Representation for Deep Feed-Forward Artificial Neural Networks

Author(s): Pablo Morala, Jenny Alexandra Cifuentes, Rosa E. Lillo, Iñaki Ucar

Pages: 781 - 795

62) Lifelong-MonoDepth: Lifelong Learning for Multidomain Monocular Metric Depth Estimation

Author(s): Junjie Hu, Chenyou Fan, Liguang Zhou, Qing Gao, Honghai Liu, Tin Lun Lam

Pages: 796 - 806

63) Efficient Hybrid Training Method for Neuromorphic Hardware Using Analog Nonvolatile Memory

Dongseok Kwon, Sung Yun Woo, Joon Hwang, Hyeongsu Kim, Jong-Ho Bae, Wonjun Shin, Byung-Author(s): Gook Park, Jong-Ho Lee

Pages: 807 - 819

64) Horizontal Federated Density Peaks Clustering

Author(s): Shifei Ding, Chao Li, Xiao Xu, Lili Guo, Ling Ding, Xindong Wu

Pages: 820 - 829

65) CVaR-Constrained Policy Optimization for Safe Reinforcement Learning

Author(s): Qiyuan Zhang, Shu Leng, Xiaoteng Ma, Qihan Liu, Xueqian Wang, Bin Liang, Yu Liu, Jun Yang

Pages: 830 - 841

66) An Information-Assisted Deep Reinforcement Learning Path Planning Scheme for Dynamic and Unknown Underwater Environment

Author(s): Meng Xi, Jiachen Yang, Jiabao Wen, Zhengjian Li, Wen Lu, Xinbo Gao

Pages: 842 - 853

67) Optimal Control for Constrained Discrete-Time Nonlinear Systems Based on Safe Reinforcement Learning

Author(s): Lingzhi Zhang, Lei Xie, Yi Jiang, Zhishan Li, Xueqin Liu, Hongye Su

Pages: 854 - 865

68) Event-Driven Video Restoration With Spiking-Convolutional Architecture

Author(s): Chengzhi Cao, Xueyang Fu, Yurui Zhu, Zhijing Sun, Zheng-Jun Zha

Pages: 866 - 880

69) Situation-Based Neuromorphic Memory in Spiking Neuron-Astrocyte Network

Author(s): Susanna Gordleeva, Yuliya A. Tsybina, Mikhail I. Krivonosov, Ivan Y. Tyukin, Victor B. Kazantsev, Alexey Zaikin, Alexander N. Gorban

Pages: 881 - 895

70) Robust Approximate Dynamic Programming for Nonlinear Systems With Both Model Error and External Disturbance

Author(s): Jie Li, Ryozo Nagamune, Yuhang Zhang, Shengbo Eben Li

Pages: 896 - 910

71) Self-Organizing Robust Fuzzy Neural Network for Nonlinear System Modeling

Author(s): Honggui Han, Jiaqian Wang, Zheng Liu, Hongyan Yang, Junfei Qiao

Pages: 911 - 923

72) Anchor-Enhanced Geographical Entity Representation Learning

Author(s): Renyao Chen, Junye Lei, Hong Yao, Tailong Li, Shengwen Li

Pages: 924 - 938

73) Knowledge Distillation Meets Label Noise Learning: Ambiguity-Guided Mutual Label Refinery

Author(s): Runqing Jiang, Yan Yan, Jing-Hao Xue, Si Chen, Nannan Wang, Hanzi Wang

Pages: 939 - 952

74) Fast and Reliable Score-Based Generative Model for Parallel MRI

Author(s): Ruizhi Hou, Fang Li, Tieyong Zeng

Pages: 953 - 966

75) Point Cloud Registration-Driven Robust Feature Matching for 3-D Siamese Object Tracking

Author(s): Haobo Jiang, Kaihao Lan, Le Hui, Guangyu Li, Jin Xie, Shangbing Gao, Jian Yang

Pages: 967 - 977

76) Distance-Aware Learning for Inductive Link Prediction on Temporal Networks

Author(s): Zhiqiang Pan, Fei Cai, Xinwang Liu, Honghui Chen

Pages: 978 - 990

77) Large Scale Time-Series Representation Learning via Simultaneous Low- and High-Frequency Feature Bootstrapping

Author(s): Vandan Gorade, Azad Singh, Deepak Mishra

Pages: 991 - 1002

78) Communication-Efficient Nonconvex Federated Learning With Error Feedback for Uplink and Downlink

Author(s): Xingcai Zhou, Le Chang, Jinde Cao

Pages: 1003 - 1014

79) A Low-Latency DNN Accelerator Enabled by DFT-Based Convolution Execution Within Crossbar Arrays

Author(s): Hasita Veluri, Umesh Chand, Chun-Kuei Chen, Aaron Voon-Yew Thean

Pages: 1015 - 1028

80) Resource-Constrained Multisource Instance-Based Transfer Learning

Author(s): Mohammad Askarizadeh, Alireza Morsali, Kim Khoa Nguyen

Pages: 1029 - 1043

81) Plug-and-Play Model-Agnostic Counterfactual Policy Synthesis for Deep Reinforcement Learning-Based Recommendation

Author(s): Siyu Wang, Xiaocong Chen, Julian McAuley, Sally Cripps, Lina Yao

Pages: 1044 - 1055

82) Adaptive Drive-Response Synchronization of Timescale-Type Neural Networks With Unbounded Time-Varying Delays

Author(s): Peng Wan, Yufeng Zhou, Zhigang Zeng

Pages: 1056 - 1068

83) Multiscale Information Diffusion Prediction With Minimal Substitution Neural Network

Author(s): Ranran Wang, Xing Xu, Yin Zhang

Pages: 1069 - 1080

84) Dual-Correction–Adaptation Network for Noisy Knowledge Transfer

Author(s): Yunyun Wang, Weiwen Zheng, Qinghao Li, Songcan Chen

Pages: 1081 - 1091

85) Visual Commonsense-Aware Representation Network for Video Captioning

Author(s): Pengpeng Zeng, Haonan Zhang, Lianli Gao, Xiangpeng Li, Jin Qian, Heng Tao Shen

Pages: 1092 - 1103

86) MGRW-Transformer: Multigranularity Random Walk Transformer Model for Interpretable Learning

Author(s): Weiping Ding, Yu Geng, Jiashuang Huang, Hengrong Ju, Haipeng Wang, Chin-Teng Lin

Pages: 1104 - 1118

87) Road Network-Guided Fine-Grained Urban Traffic Flow Inference

Author(s): Lingbo Liu, Mengmeng Liu, Guanbin Li, Ziyi Wu, Junfan Lin, Liang Lin

Pages: 1119 - 1132

88) Graph-Based Multicentroid Nonnegative Matrix Factorization

Author(s): Chuan Ma, Yingwei Zhang, Chun-Yi Su

Pages: 1133 - 1144

89) Inherently Interpretable Physics-Informed Neural Network for Battery Modeling and Prognosis

Author(s): Fujin Wang, Quanquan Zhi, Zhibin Zhao, Zhi Zhai, Yingkai Liu, Huan Xi, Shibin Wang, Xuefeng Chen

Pages: 1145 - 1159

90) Domain Adaptation via Prompt Learning

Author(s): Chunjiang Ge, Rui Huang, Mixue Xie, Zihang Lai, Shiji Song, Shuang Li, Gao Huang

Pages: 1160 - 1170

91) MR-Transformer: Multiresolution Transformer for Multivariate Time Series Prediction

Author(s): Siying Zhu, Jiawei Zheng, Qianli Ma

Pages: 1171 - 1183

92) Data-Driven Optimal Tracking Control for Discrete-Time Nonlinear Systems With Unknown Dynamics Using Deterministic ADP

Author(s): Shijie Song, Dawei Gong, Minglei Zhu, Yuyang Zhao, Cong Huang

Pages: 1184 - 1198

93) Representation of Imprecision in Deep Neural Networks for Image Classification

Author(s): Zuowei Zhang, Zhunga Liu, Liangbo Ning, Arnaud Martin, Jiexuan Xiong

Pages: 1199 - 1212

94) Multistability of State-Dependent Switched Fractional-Order Hopfield Neural Networks With Mexican-Hat Activation Function and Its Application in Associative Memories

Author(s): Boqiang Cao, Xiaobing Nie, Wei Xing Zheng, Jinde Cao

Pages: 1213 - 1227

95) On Expressivity and Trainability of Quadratic Networks

Author(s): Feng-Lei Fan, Mengzhou Li, Fei Wang, Rongjie Lai, Ge Wang

Pages: 1228 - 1242

96) A Semantic-Aware Attention and Visual Shielding Network for Cloth-Changing Person Re-Identification

Author(s): Zan Gao, Hongwei Wei, Weili Guan, Jie Nie, Meng Wang, Shengyong Chen

Pages: 1243 - 1257

97) Enhanced Scalable Graph Neural Network via Knowledge Distillation

Author(s): Chengyuan Mai, Yaomin Chang, Chuan Chen, Zibin Zheng

Pages: 1258 - 1271

98) EASpace: Enhanced Action Space for Policy Transfer

Author(s): Zheng Zhang, Qingrui Zhang, Bo Zhu, Xiaohan Wang, Tianjiang Hu

Pages: 1272 - 1286

99) SSAT++: A Semantic-Aware and Versatile Makeup Transfer Network With Local Color Consistency Constraint

Author(s): Zhaoyang Sun, Yaxiong Chen, Shengwu Xiong

Pages: 1287 - 1301

100) Hierarchical Set-to-Set Representation for 3-D Cross-Modal Retrieval

Author(s): Yu Jiang, Cong Hua, Yifan Feng, Yue Gao

Pages: 1302 - 1314

101) Deep Learning Model Compression With Rank Reduction in Tensor Decomposition

Author(s): Wei Dai, Jicong Fan, Yiming Miao, Kai Hwang

Pages: 1315 - 1328

102) Drone’s Objective Inference Using Policy Error Inverse Reinforcement Learning

Author(s): Adolfo Perrusquía, Weisi Guo

Pages: 1329 - 1340

103) Clustering Enhanced Multiplex Graph Contrastive Representation Learning

Author(s): Ruiwen Yuan, Yongqiang Tang, Yajing Wu, Wensheng Zhang

Pages: 1341 - 1355

104) Discovering Mathematical Expressions Through DeepSymNet: A Classification-Based Symbolic Regression Framework

Author(s): Min Wu, Weijun Li, Lina Yu, Linjun Sun, Jingyi Liu, Wenqiang Li

Pages: 1356 - 1370

105) Unsupervised Domain Adaptation on Person Reidentification Via Dual-Level Asymmetric Mutual Learning

Author(s): Qiong Wu, Jiahan Li, Pingyang Dai, Qixiang Ye, Liujuan Cao, Yongjian Wu, Rongrong Ji

Pages: 1371 - 1382

106) Tunnel Prescribed Control of Nonlinear Systems With Unknown Control Directions

Author(s): Ruihang Ji, Dongyu Li, Shuzhi Sam Ge, Haizhou Li

Pages: 1383 - 1395

107) Gray Learning From Non-IID Data With Out-of-Distribution Samples

Author(s): Zhilin Zhao, Longbing Cao, Chang-Dong Wang

Pages: 1396 - 1409

108) Improving Adversarial Robustness Against Universal Patch Attacks Through Feature Norm Suppressing

Author(s): Cheng Yu, Jiansheng Chen, Yu Wang, Youze Xue, Huimin Ma

Pages: 1410 - 1424

109) Instance-Dependent Inaccurate Label Distribution Learning

Author(s): Zhiqiang Kou, Jing Wang, Yuheng Jia, Biao Liu, Xin Geng

Pages: 1425 - 1437

110) Sparse Low-Rank Multi-View Subspace Clustering With Consensus Anchors and Unified Bipartite Graph

Author(s): Shengju Yu, Suyuan Liu, Siwei Wang, Chang Tang, Zhigang Luo, Xinwang Liu, En Zhu

Pages: 1438 - 1452

111) Diffusion Source Inference for Large-Scale Complex Networks Based on Network Percolation

Author(s): Yang Liu, Xiaoqi Wang, Xi Wang, Zhen Wang, Jürgen Kurths

Pages: 1453 - 1466

112) Federated Learning for Data Trading Portfolio Allocation With Autonomous Economic Agents

Author(s): Lei Zhao, Lin Cai, Wu-Sheng Lu

Pages: 1467 - 1481

113) Relational Consistency Induced Self-Supervised Hashing for Image Retrieval

Author(s): Lu Jin, Zechao Li, Yonghua Pan, Jinhui Tang

Pages: 1482 - 1494

114) AEVAE: Adaptive Evolutionary Autoencoder for Anomaly Detection in Time Series

Author(s): Ali Jameel Hashim, M. A. Balafar, Jafar Tanha, Aryaz Baradarani

Pages: 1495 - 1506

115) A Deep Quality Monitoring Network for Quality-Related Incipient Faults

Author(s): Min Wang, Min Xie, Yanwen Wang, Maoyin Chen

Pages: 1507 - 1517

116) A Generalized Nesterov-Accelerated Second-Order Latent Factor Model for High-Dimensional and Incomplete Data

Author(s): Weiling Li, Renfang Wang, Xin Luo

Pages: 1518 - 1532

117) Understanding Deep Learning via Decision Boundary

Author(s): Shiye Lei, Fengxiang He, Yancheng Yuan, Dacheng Tao

Pages: 1533 - 1544

118) Adaptive Gait Feature Learning Using Mixed Gait Sequence

Author(s): Yifan Chen, Yang Zhao, Xuelong Li

Pages: 1545 - 1554

119) Feature Pyramid Fusion Network for Hyperspectral Pansharpening

Author(s): Wenqian Dong, Yihan Yang, Jiahui Qu, Yunsong Li, Yufei Yang, Xiuping Jia

Pages: 1555 - 1567

120) The Q-Fractionalism Reasoning Learning Method

Author(s): Mehran Mazandarani, Pan Jianfei

Pages: 1568 - 1582

121) Rigorous a Posteriori Error Bounds for PDE-Defined PINNs

Author(s): Birgit Hillebrecht, Benjamin Unger

Pages: 1583 - 1593

122) On the Role of Entropy-Based Loss for Learning Causal Structure With Continuous Optimization

Author(s): Weilin Chen, Jie Qiao, Ruichu Cai, Zhifeng Hao

Pages: 1594 - 1608

123) Semantic and Correlation Disentangled Graph Convolutions for Multilabel Image Recognition

Author(s): Shaofei Cai, Liang Li, Xinzhe Han, Shan Huang, Qi Tian, Qingming Huang

Pages: 1609 - 1621

124) Discriminative and Robust Autoencoders for Unsupervised Feature Selection

Author(s): Yunzhi Ling, Feiping Nie, Weizhong Yu, Xuelong Li

Pages: 1622 - 1636

125) Zonotope-Based Distributed Set-Membership Fusion Estimation for Artificial Neural Networks Under the Dynamic Event-Triggered Mechanism

Author(s): Zhongyi Zhao, Zidong Wang, Lei Zou, Hongjian Liu, Weiguo Sheng

Pages: 1637 - 1650

126) Stochastic Optimization for Nonconvex Problem With Inexact Hessian Matrix, Gradient, and Function

Author(s): Liu Liu, Xuanqing Liu, Cho-Jui Hsieh, Dacheng Tao

Pages: 1651 - 1663

127) SAMCL: Subgraph-Aligned Multiview Contrastive Learning for Graph Anomaly Detection

Author(s): Jingtao Hu, Bin Xiao, Hu Jin, Jingcan Duan, Siwei Wang, Zhao Lv, Siqi Wang, Xinwang Liu, En Zhu

Pages: 1664 - 1676

128) Progressive Spatial Information-Guided Deep Aggregation Convolutional Network for Hyperspectral Spectral Super-Resolution

Author(s): Jiaojiao Li, Songcheng Du, Rui Song, Yunsong Li, Qian Du

Pages: 1677 - 1691

129) Why Batch Normalization Damage Federated Learning on Non-IID Data?

Author(s): Yanmeng Wang, Qingjiang Shi, Tsung-Hui Chang

Pages: 1692 - 1706

130) Two Novel Noise-Suppression Projection Neural Networks With Fixed-Time Convergence for Variational Inequalities and Applications

Author(s): Xinsong Yang, Xingxing Ju, Peng Shi, Guanghui Wen

Pages: 1707 - 1718

131) GBRS: A Unified Granular-Ball Learning Model of Pawlak Rough Set and Neighborhood Rough Set

Author(s): Shuyin Xia, Cheng Wang, Guoyin Wang, Xinbo Gao, Weiping Ding, Jianhang Yu, Yujia Zhai, Zizhong Chen

Pages: 1719 - 1733

132) Effective Surrogate Gradient Learning With High-Order Information Bottleneck for Spike-Based Machine Intelligence

Author(s): Shuangming Yang, Badong Chen

Pages: 1734 - 1748

133) Selective Contrastive Learning for Unpaired Multi-View Clustering

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

Pages: 1749 - 1763

134) Long Short-Term Memory-Based Twin Support Vector Regression for Probabilistic Load Forecasting

Author(s): Zichen Zhang, Yongquan Dong, Wei-Chiang Hong

Pages: 1764 - 1778

135) Optimal Convergence for Agnostic Kernel Learning With Random Features

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

Pages: 1779 - 1789

136) Hybrid-Input Convolutional Neural Network-Based Underwater Image Quality Assessment

Author(s): Wei Liu, Rongxin Cui, Yinglin Li, Shouxu Zhang

Pages: 1790 - 1798

137) Federated Noisy Client Learning

Author(s): Kahou Tam, Li Li, Bo Han, Chengzhong Xu, Huazhu Fu

Pages: 1799 - 1812

138) GLGAN-VC: A Guided Loss-Based Generative Adversarial Network for Many-to-Many Voice Conversion

Author(s): Sandipan Dhar, Nanda Dulal Jana, Swagatam Das

Pages: 1813 - 1826

139) Multimodal Continual Learning for Process Monitoring: A Novel Weighted Canonical Correlation Analysis With Attention Mechanism

Author(s): Jingxin Zhang, James Xiao, Maoyin Chen, Xia Hong

Pages: 1827 - 1841

140) MixedFusion: An Efficient Multimodal Data Fusion Framework for 3-D Object Detection and Tracking

Author(s): Cheng Zhang, Hai Wang, Long Chen, Yicheng Li, Yingfeng Cai

Pages: 1842 - 1856

141) Category-Level 6-D Object Pose Estimation With Shape Deformation for Robotic Grasp Detection

Author(s): Sheng Yu, Di-Hua Zhai, Yuyin Guan, Yuanqing Xia

Pages: 1857 - 1871

142) Dynamic Subcluster-Aware Network for Few-Shot Skin Disease Classification

Author(s): Shuhan Li, Xiaomeng Li, Xiaowei Xu, Kwang-Ting Cheng

Pages: 1872 - 1883

143) SemiHAR: Improving Semisupervised Human Activity Recognition via Multitask Learning

Author(s): Chixuan Wei, Zhihai Wang, Jidong Yuan, Xiaokang Wang, Haiyang Liu, Qiyang Zhao

Pages: 1884 - 1897

144) Improving Pretrained Language Model Fine-Tuning With Noise Stability Regularization

Author(s): Hang Hua, Xingjian Li, Dejing Dou, Cheng-Zhong Xu, Jiebo Luo

Pages: 1898 - 1910

145) Proposal Distribution Calibration for Few-Shot Object Detection

Author(s): Bohao Li, Chang Liu, Mengnan Shi, Xiaozhong Chen, Xiangyang Ji, Qixiang Ye

Pages: 1911 - 1918

146) Lite It Fly: An All-Deformable-Butterfly Network

Author(s): Rui Lin, Jason Chun Lok Li, Jiajun Zhou, Binxiao Huang, Jie Ran, Ngai Wong

Pages: 1919 - 1924

147) Multiagent-System-Based Attention Mechanism for Predicting Product Popularity: Handling Positive–Negative Diffusion Over Social Networks

Author(s): Mincan Li, Zidong Wang, Kenli Li, Xiangke Liao

Pages: 1925 - 1932

148) Stability Analysis of Recurrent Neural Networks With Time-Varying Delay Based on a Flexible Negative-Determination Quadratic Function Method

Author(s): Guoqiang Tan, Zhanshan Wang

Pages: 1933 - 1938

149) Safe Adaptive Policy Transfer Reinforcement Learning for Distributed Multiagent Control

Author(s): Bin Du, Wei Xie, Yang Li, Qisong Yang, Weidong Zhang, Rudy R. Negenborn, Yusong Pang, Hongtian Chen

Pages: 1939 - 1946

150) A Robust Initialization of Residual Blocks for Effective ResNet Training Without Batch Normalization

Author(s): Enrico Civitelli, Alessio Sortino, Matteo Lapucci, Francesco Bagattini, Giulio Galvan

Pages: 1947 - 1952

Weekly Review 17 January 2025

 Some interesting links that I Tweeted about in the last week (I also post these on Mastodon, Threads, Newsmast, and Bluesky):

1. Using AI to be more productive in programming: https://arstechnica.com/ai/2025/01/how-i-program-with-llms/
2. The concept of peer reviewed vs preprint is lost on most members of the public. As researchers we should really try to avoid using preprints as the basis of things we say to the public: https://www.science.org/content/article/preprints-often-make-news-many-people-don-t-know-what-they-are
3. A simple guide to large language model AI: https://www.kdnuggets.com/large-language-models-beginners-guide-2025
4. Why the energy sector needs to use open source AI software: https://www.theregister.com/2025/01/09/linux_foundation_ai_energy_report/
5. How much energy is AI consuming if OpenAI is losing money on subscriptions? https://futurism.com/the-byte/openai-chatgpt-pro-subscription-losing-money
6. IT disaster response planning and detection with AI: https://www.informationweek.com/cyber-resilience/how-ai-can-speed-disaster-recovery
7. 41% of companies intend to replace staff with AI: https://www.computerworld.com/article/3800874/4-in-10-companies-plan-to-replace-employees-with-ai-wef-says.html
8. The jobs that will be in less demand, and the jobs that will be in more demand, because of AI: https://www.theregister.com/2025/01/10/ai_jobs_wef/
9. LLM AI are ridiculously easy to corrupt: https://arstechnica.com/science/2025/01/its-remarkably-easy-to-inject-new-medical-misinformation-into-llms/
10. Under no circumstances should anyone use Sci-hub's smooth, easy to use interface to access papers that would otherwise be unavailable to you: https://arstechnica.com/science/2025/01/science-paper-piracy-site-sci-hub-shares-lots-of-retracted-papers/
11. Seems like CISO agree that putting proprietary data into an AI is a bad, bad, idea: https://www.informationweek.com/machine-learning-ai/what-cisos-think-about-genai
12. Spending on data centres was huge in 2024, driven by AI, but it won't last: https://www.theregister.com/2025/01/08/synergy_research_dc_report/
13. AI and HR in Asia-Pacific: https://www.techrepublic.com/article/ai-adoption-hr-apac-2025/
14. So Apple's AI screwed up. Like every other AI? https://www.computerworld.com/article/3632904/why-apples-ai-driven-reality-distortion-matters.html
15. Existential concerns about the advance of technology are not new, one New Zealander was writing about it in the 19th century: https://arstechnica.com/ai/2025/01/161-years-ago-a-new-zealand-sheep-farmer-predicted-ai-doom/
16. The parallels between OpenAI and Enron-more broadly, is the AI bubble close to bursting? https://futurism.com/the-byte/enron-banker-parallels-openai
17. Like most new technologies, AI will destroy some jobs and create others. But it is predicted to create many more jobs than it destroys: https://arstechnica.com/ai/2025/01/ai-could-create-78-million-more-jobs-than-it-eliminates-by-2030-report/
18. How AI can enhance learning: https://www.insidehighered.com/opinion/career-advice/teaching/2025/01/09/better-approach-teaching-about-ai-opinion
19. Not quite an "Aliens" style smart gun, and the AI doesn't do much that couldn't be done better by a simpler approach: https://arstechnica.com/ai/2025/01/viral-chatgpt-powered-sentry-gun-gets-shut-down-by-openai/
20. Some projects to get you started with AI: https://www.kdnuggets.com/7-advanced-ai-projects-beginners
21. AI being trained on the outputs of AI seems like a fast race to the bottom: https://www.theguardian.com/technology/2025/jan/09/elon-musk-data-ai-training-artificial-intelligence
22. If a researcher has to revise the output of the AI, what is the point of paying for an AI to summarise your paper? https://futurism.com/springer-nature-ai-media-kit
23. Experts predict what we will see with generative AI in 2025: https://www.bigdatawire.com/2025/01/09/the-top-2025-generative-ai-predictions-part-1/
24. The idea of AI agents has been around since the 1980s, are these security fears new? https://futurism.com/the-byte/openai-afraid-ai-agents

Weekly Review 10 January 2025

 Some interesting links that I Tweeted about in the last week (I also post these on Mastodon, Threads, Newsmast, and Bluesky):

1. The expanding use of AI in war: https://www.nzherald.co.nz/world/ai-driven-idf-operations-in-gaza-spark-debate-over-civilian-impact/G4J7PXUUMJFRTPHOJTK3GNLE2Q/
2. AI is making surgical robots more capable: https://www.stuff.co.nz/world-news/360537238/robots-are-learning-how-perform-complicated-surgery-watching-videos
3. Return to office mandates will fail, people don't want to spend hours of their lives every day commuting to do something they can do from home. So they'll just get new jobs: https://www.informationweek.com/it-leadership/why-most-return-to-office-mandates-will-fail
4. Criminals are more and more interested in accessing and using AI in their activities: https://www.theregister.com/2024/12/29/llm_supply_chain_attacks/
5. AI is still being used to interfere in elections: https://www.theverge.com/2025/1/1/24333522/us-sanctions-iran-russia-election-interference
6. Federated computing, where learning is carried out locally, is one approach to protecting patient privacy in applying AI to healthcare: https://techcrunch.com/2025/01/02/apheris-rethinks-the-ai-data-bottleneck-in-life-science-with-federated-computing/
7. How an AI Council can help make an organisation's AI projects successful: https://www.informationweek.com/it-leadership/building-an-ai-council-to-drive-the-2025-tech-revolution
8. The energy demands of AI are now distorting local power grids: https://techcrunch.com/2024/12/29/ai-data-centers-could-be-distorting-the-us-power-grid/
9. Of course AI will be used to manipulate people online, it's already happening and there's money to be made from doing it: https://www.theguardian.com/technology/2024/dec/30/ai-tools-may-soon-manipulate-peoples-online-decision-making-say-researchers
10. Spear phishing with AI: https://arstechnica.com/security/2025/01/ai-generated-phishing-emails-are-getting-very-good-at-targeting-executives/
11. Still no word on when a tool to deny creators' content to AI companies will be available: https://www.computerworld.com/article/3630987/openai-still-hasnt-released-tools-to-deny-data-collection.html
12. OpenAI releases its newest model, with more API options coming: https://devclass.com/2024/12/18/openai-releases-api-o1-model-with-function-calling-and-vision-features-previews-new-sdks-for-java-and-go/
13. The infrastructure an organisation needs to invest in for AI: https://www.datasciencecentral.com/infrastructural-necessities-for-building-and-deploying-enterprise-scale-ai/
14. Apple is navigating a tricky path in bringing AI to healthcare: https://www.computerworld.com/article/3630872/health-ai-how-apple-can-boost-public-health.html
15. How AI can help fight climate change in 2025: https://techcrunch.com/2025/01/02/2025-will-be-the-year-climate-tech-learns-to-love-ai/
16. Honestly I'm surprised that AI is only just now being used in dating apps, I thought it would have been applied long ago: https://www.theguardian.com/technology/2024/dec/30/dating-apps-prepare-to-launch-ai-features-to-help-users-find-love
17. Elsevier is particularly bad in terms of prioritising profit over quality, but a lot of these issues are going to affect other journals, particularly the use of AI in the editorial process: https://arstechnica.com/science/2024/12/journal-editors-resign-to-protest-ai-use-high-fees-and-more/
18. Generative AI might still be getting lots of money thrown at it, but the bigger the bubble, the bigger the bang when it bursts: https://techcrunch.com/2025/01/03/generative-ai-funding-reached-new-heights-in-2024/
19. A copper deposit identified by AI is moving towards commercial exploitation: https://techcrunch.com/2025/01/02/kobold-used-ai-to-find-copper-now-investors-are-piling-in-to-the-tune-of-537m/
20. The question is, what advantages do AI PCs have over using AI in the cloud? https://www.computerworld.com/article/3630588/ai-pcs-get-the-latest-news-and-insights.html
21. The strategies to align financial data with AI: https://www.bigdatawire.com/2025/01/03/financial-services-struggle-to-align-data-with-ai-goals/
22. AI Instagram accounts have been left up for a long time, it seems: https://arstechnica.com/ai/2025/01/instagram-users-discover-old-ai-powered-characters-instantly-revile-them/
23. Using AI to assist with budget planning: https://www.informationweek.com/machine-learning-ai/let-ai-help-you-plan-your-next-it-budget
24. The 2024 AI hype index: https://www.technologyreview.com/2024/12/31/1108640/ai-hype-index-apple-google-deepmind-openai-meta/

IEEE Transactions on Artificial Intelligence, Volume 5, Issue 12, December 2024

1) Editorial: Future Directions in Artificial Intelligence Research

Author(s): Hussein Abbass

Pages: 5858 - 5862

2) Ensuring Ethical Standards in the Development of Autonomous and Intelligent Systems

Author(s): Anetta Jedlickova

Pages: 5863 - 5872

3) Recent Advances in Generative AI and Large Language Models: Current Status, Challenges, and Perspectives

Author(s): Desta Haileselassie Hagos, Rick Battle, Danda B. Rawat

Pages: 5873 - 5893

4) A Review on Transferability Estimation in Deep Transfer Learning

Author(s): Yihao Xue, Rui Yang, Xiaohan Chen, Weibo Liu, Zidong Wang, Xiaohui Liu

Pages: 5894 - 5914

5) A Comprehensive Exploration of Real-Time 3-D View Reconstruction Methods

Author(s): Arya Agrawal, Teena Sharma, Nishchal K. Verma

Pages: 5915 - 5927

6) A Survey on Symbolic Knowledge Distillation of Large Language Models

Author(s): Kamal Acharya, Alvaro Velasquez, Houbing Herbert Song

Pages: 5928 - 5948

7) Games for Artificial Intelligence Research: A Review and Perspectives

Author(s): Chengpeng Hu, Yunlong Zhao, Ziqi Wang, Haocheng Du, Jialin Liu

Pages: 5949 - 5968

8) Exploring Machine Learning for Semiconductor Process Optimization: A Systematic Review

Author(s): Ying-Lin Chen, Sara Sacchi, Bappaditya Dey, Victor Blanco, Sandip Halder, Philippe Leray, Stefan De Gendt

Pages: 5969 - 5989

9) Efficient Evaluation Methods for Neural Architecture Search: A Survey

Author(s): Xiaotian Song, Xiangning Xie, Zeqiong Lv, Gary G. Yen, Weiping Ding, Jiancheng Lv, Yanan Sun

Pages: 5990 - 6011

10) Neuro-Symbolic AI for Military Applications

Author(s): Desta Haileselassie Hagos, Danda B. Rawat

Pages: 6012 - 6026

11) Label-Efficient Time Series Representation Learning: A Review

Author(s): Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li

Pages: 6027 - 6042

12) Direct Adversarial Latent Estimation to Evaluate Decision Boundary Complexity in Black Box Models

Author(s): Ashley S. Dale, Lauren Christopher

Pages: 6043 - 6053

13) Steganography in Style Transfer

Author(s): Ruolan Shi, Zichi Wang, Yunlong Hao, Xinpeng Zhang

Pages: 6054 - 6065

14) Model-Based Offline Reinforcement Learning With Uncertainty Estimation and Policy Constraint

Author(s): Jin Zhu, Chunhui Du, Geir E. Dullerud

Pages: 6066 - 6079

15) Game Theory Meets Data Augmentation

Author(s): Yuhan Kang, Samira Zare, Alex Tong Lin, Zhu Han, Stanley Osher, Hien Van Nguyen

Pages: 6080 - 6094

16) Epi-Curriculum: Episodic Curriculum Learning for Low-Resource Domain Adaptation in Neural Machine Translation

Author(s): Keyu Chen, Di Zhuang, Mingchen Li, J. Morris Chang

Pages: 6095 - 6108

17) Enhancing Aerial Object Detection With Selective Frequency Interaction Network

Author(s): Weijie Weng, Mengwan Wei, Junchi Ren, Fei Shen

Pages: 6109 - 6120

18) Unsupervised Domain Adaptation on Point Clouds via High-Order Geometric Structure Modeling

Author(s): Jiang-Xing Cheng, Huibin Lin, Chun-Yang Zhang, C. L. Philip Chen

Pages: 6121 - 6133

19) Deep Learning-Based Dual Watermarking for Image Copyright Protection and Authentication

Author(s): Sudev Kumar Padhi, Archana Tiwari, Sk. Subidh Ali

Pages: 6134 - 6145

20) Curious Feature Selection-Based Clustering

Author(s): Michal Moran, Goren Gordon

Pages: 6146 - 6158

21) Spatiotemporal Object Detection for Improved Aerial Vehicle Detection in Traffic Monitoring

Author(s): Kristina Telegraph, Christos Kyrkou

Pages: 6159 - 6171

22) DeepHGCN: Toward Deeper Hyperbolic Graph Convolutional Networks

Author(s): Jiaxu Liu, Xinping Yi, Xiaowei Huang

Pages: 6172 - 6185

23) Q-Cogni: An Integrated Causal Reinforcement Learning Framework

Author(s): Cristiano da Costa Cunha, Wei Liu, Tim French, Ajmal Mian

Pages: 6186 - 6195

24) From Behavior to Natural Language: Generative Approach for Unmanned Aerial Vehicle Intent Recognition

Author(s): Leyan Li, Rennong Yang, Maolong Lv, Ao Wu, Zilong Zhao

Pages: 6196 - 6209

25) Learning Multipursuit Evasion for Safe Targeted Navigation of Drones

Author(s): Jiaping Xiao, Mir Feroskhan

Pages: 6210 - 6224

26) OAFuser: Toward Omni-Aperture Fusion for Light Field Semantic Segmentation

Author(s): Fei Teng, Jiaming Zhang, Kunyu Peng, Yaonan Wang, Rainer Stiefelhagen, Kailun Yang

Pages: 6225 - 6239

27) An Approach for Privacy-Aware Mobile App Package Recommendation

Author(s): Shanpeng Liu, Buqing Cao, Jianxun Liu, Guosheng Kang, Min Shi, Xiong Li, Kenneth K. Fletcher

Pages: 6240 - 6252

28) Multiscale and Multilayer Contrastive Learning for Domain Generalization

Author(s): Aristotelis Ballas, Christos Diou

Pages: 6253 - 6266

29) Knowledge-Guided Evolutionary Optimization for Large-Scale Air Defense Resource Allocation

Author(s): Wenhua Li, Rui Wang, Yong Heng, Tao Zhang, Ling Wang

Pages: 6267 - 6279

30) A Brain-Inspired Theory of Collective Mind Model for Efficient Social Cooperation

Author(s): Zhuoya Zhao, Feifei Zhao, Shiwen Wang, Yinqian Sun, Yi Zeng

Pages: 6280 - 6289

31) A Game-Theoretic Approach to Containing Artificial General Intelligence: Insights From Highly Autonomous Aggressive Malware

Author(s): Timothy R. McIntosh, Teo Susnjak, Tong Liu, Paul Watters, Alex Ng, Malka N. Halgamuge

Pages: 6290 - 6303

32) A Composite Decomposition Method for Large-Scale Global Optimization

Author(s): Maojiang Tian, Minyang Chen, Wei Du, Yang Tang, Yaochu Jin, Gary G. Yen

Pages: 6304 - 6319

33) Optimal Output Feedback Tracking Control for Takagi–Sugeno Fuzzy Systems

Author(s): Wenting Song, Shaocheng Tong

Pages: 6320 - 6329

34) Quantum Face Recognition With Multigate Quantum Convolutional Neural Network

Author(s): Yijie Zhu, Ahmed Bouridane, M Emre Celebi, Debanjan Konar, Plamen Angelov, Qiang Ni, Richard Jiang

Pages: 6330 - 6341

35) Learning Empirical Inherited Intelligent MPC for Switched Systems With Network Security Communication

Author(s): Yiwen Qi, Yiwen Tang, Wenke Yu

Pages: 6342 - 6355

36) MSCS: Multiscale Consistency Supervision With CNN-Transformer Collaboration for Semisupervised Histopathology Image Semantic Segmentation

Author(s): Min-En Hsieh, Chien-Yu Chiou, Hung-Wen Tsai, Yu-Cheng Chang, Pau-Choo Chung

Pages: 6356 - 6368

37) Differentially Private and Heterogeneity-Robust Federated Learning With Theoretical Guarantee

Author(s): Xiuhua Wang, Shuai Wang, Yiwei Li, Fengrui Fan, Shikang Li, Xiaodong Lin

Pages: 6369 - 6384

38) Multimodal Fusion Induced Attention Network for Industrial VOCs Detection

Author(s): Yu Kang, Kehao Shi, Jifang Tan, Yang Cao, Lijun Zhao, Zhenyi Xu

Pages: 6385 - 6398

39) Simultaneous Learning and Planning Within Sensing Range: An Approach for Local Path Planning

Author(s): Lokesh Kumar, Arup Kumar Sadhu, Ranjan Dasgupta

Pages: 6399 - 6411

40) Generative Representation Learning in Recurrent Neural Networks for Causal Timeseries Forecasting

Author(s): Georgios Chatziparaskevas, Ioannis Mademlis, Ioannis Pitas

Pages: 6412 - 6425

41) Federated c-Means and Fuzzy c-Means Clustering Algorithms for Horizontally and Vertically Partitioned Data

Author(s): José Luis Corcuera Bárcena, Francesco Marcelloni, Alessandro Renda, Alessio Bechini, Pietro Ducange

Pages: 6426 - 6441

42) A Comprehensive Radiogenomic Feature Characterization of 19/20 Co-gain in Glioblastoma

Author(s): Padmaja Jonnalagedda, Brent Weinberg, Taejin L. Min, Shiv Bhanu, Bir Bhanu

Pages: 6442 - 6456

43) LSTM-Based Model Compression for CAN Security in Intelligent Vehicles

Author(s): Yuan Feng, Yingxu Lai, Ye Chen, Zhaoyi Zhang, Jingwen Wei

Pages: 6457 - 6471

44) Deep Imbalanced Learning for Multimodal Emotion Recognition in Conversations

Author(s): Tao Meng, Yuntao Shou, Wei Ai, Nan Yin, Keqin Li

Pages: 6472 - 6487

45) FIMKD: Feature-Implicit Mapping Knowledge Distillation for RGB-D Indoor Scene Semantic Segmentation

Author(s): Wujie Zhou, Yuxiang Xiao, Yuanyuan Liu, Qiuping Jiang

Pages: 6488 - 6499

46) Two-Stage Representation Refinement Based on Convex Combination for 3-D Human Poses Estimation

Author(s): Luefeng Chen, Wei Cao, Biao Zheng, Min Wu, Witold Pedrycz, Kaoru Hirota

Pages: 6500 - 6508

47) Cooperative Advantage Actor–Critic Reinforcement Learning for Multiagent Pursuit-Evasion Games on Communication Graphs

Author(s): Yizhen Meng, Chun Liu, Qiang Wang, Longyu Tan

Pages: 6509 - 6523

48) RADiff: Controllable Diffusion Models for Radio Astronomical Maps Generation

Author(s): Renato Sortino, Thomas Cecconello, Andrea De Marco, Giuseppe Fiameni, Andrea Pilzer, Daniel Magro, Andrew M. Hopkins, Simone Riggi, Eva Sciacca, Adriano Ingallinera, Cristobal Bordiu, Filomena Bufano, Concetto Spampinato

Pages: 6524 - 6535

49) Higher-Order Directed Community Detection by A Multiobjective Evolutionary Framework

Author(s): Jing Xiao, Jing Cao, Xiao-Ke Xu

Pages: 6536 - 6550

50) Cost-Efficient Feature Selection for Horizontal Federated Learning

Author(s): Sourasekhar Banerjee, Devvjiit Bhuyan, Erik Elmroth, Monowar Bhuyan

Pages: 6551 - 6565

51) Self-Model-Free Learning Versus Learning With External Rewards in Information Constrained Environments

Author(s): Prachi Pratyusha Sahoo, Kyriakos G. Vamvoudakis

Pages: 6566 - 6579

52) Event-Triggered Fuzzy Adaptive Stabilization of Parabolic PDE–ODE Systems

Author(s): Yuan-Xin Li, Bo Xu, Xing-Yu Zhang

Pages: 6580 - 6590

53) Optimal Control of Stochastic Markovian Jump Systems With Wiener and Poisson Noises: Two Reinforcement Learning Approaches

Author(s): Zhiguo Yan, Tingkun Sun, Guolin Hu

Pages: 6591 - 6600

54) Spatio-temporal Graph-Based Generation and Detection of Adversarial False Data Injection Evasion Attacks in Smart Grids

Author(s): Abdulrahman Takiddin, Muhammad Ismail, Rachad Atat, Erchin Serpedin

Pages: 6601 - 6616

55) AugDiff: Diffusion-Based Feature Augmentation for Multiple Instance Learning in Whole Slide Image

Author(s): Zhuchen Shao, Liuxi Dai, Yifeng Wang, Haoqian Wang, Yongbing Zhang

Pages: 6617 - 6628

56) Simplified Kernel-Based Cost-Sensitive Broad Learning System for Imbalanced Fault Diagnosis

Author(s): Kaixiang Yang, Wuxing Chen, Yifan Shi, Zhiwen Yu, C. L. Philip Chen

Pages: 6629 - 6644

57) Partial Domain Adaptation for Building Borehole Lithology Model Under Weaker Geological Prior

Author(s): Jing Li, Jichen Wang, Zerui Li, Yu Kang, Wenjun Lv

Pages: 6645 - 6658

58) Evolution of Web API Cooperation Network via Exploring Community Structure and Popularity

Author(s): Guosheng Kang, Yang Wang, Jianxun Liu, Buqing Cao, Yong Xiao, Yu Xu

Pages: 6659 - 6671

59) RATs-NAS: Redirection of Adjacent Trails on Graph Convolutional Networks for Predictor-Based Neural Architecture Search

Author(s): Yu-Ming Zhang, Jun-Wei Hsieh, Chun-Chieh Lee, Kuo-Chin Fan

Pages: 6672 - 6682

60) Get Rid of Your Trail: Remotely Erasing Backdoors in Federated Learning

Author(s): Manaar Alam, Hithem Lamri, Michail Maniatakos

Pages: 6683 - 6698

61) Reinforcement Learning for Solving Colored Traveling Salesman Problems: An Entropy-Insensitive Attention Approach

Author(s): Tianyu Zhu, Xinli Shi, Xiangping Xu, Jinde Cao

Pages: 6699 - 6708

62) Constrained Multiobjective Optimization via Relaxations on Both Constraints and Objectives

Author(s): Fei Ming, Bing Xue, Mengjie Zhang, Wenyin Gong, Huixiang Zhen

Pages: 6709 - 6722

63) Towards Better Accuracy-Efficiency Trade-Offs: Dynamic Activity Inference via Collaborative Learning From Various Width-Resolution Configurations

Author(s): Lutong Qin, Lei Zhang, Chengrun Li, Chaoda Song, Dongzhou Cheng, Shuoyuan Wang, Hao Wu, Aiguo Song

Pages: 6723 - 6738

64) MTECC: A Multitask Learning Framework for Esophageal Cancer Analysis

Author(s): Jianpeng An, Wenqi Li, Yunhao Bai, Huazhen Chen, Gang Zhao, Qing Cai, Zhongke Gao

Pages: 6739 - 6751

65) Compact Multitasking Multichromosome Genetic Algorithm for Heuristic Selection in Ontology Matching

Author(s): Xingsi Xue, Jerry Chun-Wei Lin, Tong Su

Pages: 6752 - 6766

IEEE Transactions on Fuzzy Systems, Volume 32, Issue 12, December 2024

1) A Bayesian Framework for Modelling the Trust Relationships to Group Decision Making Problems

Author(s): Xianchao Dai, Hao Li, Ligang Zhou, Qun Wu, Weiping Ding, Muhammet Deveci

Pages: 6594 - 6606

2) Adaptive Memory Event-Triggered Output Feedback Finite-Time Lane-Keeping Control for Autonomous Heavy Truck With Roll Prevention

Author(s): Fei Ding, Kaicheng Zhu, Jie Liu, Chen Peng, Yafei Wang, Junguo Lu

Pages: 6607 - 6621

3) Adaptive Fuzzy Position and Force Control for Cooperative Multimanipulators With System Uncertainties and Input Dead-Zone Nonlinearities

Author(s): Xing Li, Junxuan Luo, Shaoyu Li, Fujie Wang

Pages: 6622 - 6632

4) VMCFDGS: Variable Multicenter Aggregation Clustering Method Based on Fuzzy Dominating (Dominated)-Granularity Structure

Author(s): Bin Yu, Ruihui Xu

Pages: 6633 - 6645

5) Toward Sensor Fault Detection for Autonomous Underwater Vehicles: A Zonotopic Approach

Author(s): Jitao Li, Yushi Zhang, Zhenhua Wang, Jianbin Qiu, Mingjun Zhang

Pages: 6646 - 6657

6) Mixed Fuzzy Intermittent Control for Nonlinear ODE-PDE Coupled Systems

Author(s): Zi-Peng Wang, Hua-Ran Su, Xi-Dong Shi, Junfei Qiao, Huai-Ning Wu, Tingwen Huang, Xue-Hua Yan

Pages: 6658 - 6670

7) Explain the World—Using Causality to Facilitate Better Rules for Fuzzy Systems

Author(s): Te Zhang, Christian Wagner, Jonathan M. Garibaldi

Pages: 6671 - 6683

8) HPPD-Type Fuzzy State-FDI Estimation and Resilient Control of Cyber-Physical DC Microgrids With Hybrid Attacks

Author(s): Fuyi Yang, Xiangpeng Xie, Yan-Wu Wang, Reinaldo Martínez Palhares

Pages: 6684 - 6694

9) Asynchronously Switched Control With Variable Convergence Rate for Switched Nonlinear Systems: A Persistent Dwell-Time Scheme

Author(s): Han Geng, Huasheng Zhang, Shun-Feng Su

Pages: 6695 - 6707

10) Federated Fuzzy Transfer Learning With Domain and Category Shifts

Author(s): Keqiuyin Li, Jie Lu, Hua Zuo, Guangquan Zhang

Pages: 6708 - 6719

11) Multicontext Fuzzy Clustering: Toward Interpretable Fuzzy Clustering

Author(s): Majed Alateeq, Witold Pedrycz

Pages: 6720 - 6730

12) Predefined-Time Event-Triggered Adaptive Fuzzy Formation Control for Nonholonomic Multirobot Systems

Author(s): Kewen Li, Shijie Dong

Pages: 6731 - 6743

13) Unsupervised Deep Embedding for Fuzzy Clustering

Author(s): Runxin Zhang, Yu Duan, Feiping Nie, Rong Wang, Xuelong Li

Pages: 6744 - 6753

14) Consensus Control of Nonlinear Fractional-Order Multiagent Systems With Input Saturation: A T–S Fuzzy Method

Author(s): Yilin Hao, Zhiming Fang, Jinde Cao, Heng Liu

Pages: 6754 - 6766

15) Efficient Monotonicity and Convexity Checks for Randomly Sampled Fuzzy Measures

Author(s): Gleb Beliakov, Simon James, Jian-Zhang Wu

Pages: 6767 - 6774

16) A Fuzzy Neural Network Approach to Adaptive Robust Nonsingular Sliding Mode Control for Predefined-Time Tracking of a Quadrotor

Author(s): Yongjun He, Lin Xiao, Zidong Wang, Qiuyue Zuo, Linju Li

Pages: 6775 - 6788

17) Distributed Prescribed-Time Formation Control of Heterogeneous T–S Fuzzy Multiagent Systems: A Hierarchical Design Approach

Author(s): Yongran Zhi, Lei Liu, Huijin Fan, Bo Wang

Pages: 6789 - 6800

18) A Granular Aggregation of Multifaceted Gaussian Process Models

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

Pages: 6801 - 6810

19) Adaptive Fuzzy Triggered Output Feedback Control of Nonlinear Systems via Compulsory-Event

Author(s): Xu Yuan, Bin Yang, Xudong Zhao

Pages: 6811 - 6821

20) GFS-Node: Graph Fuzzy Systems for Node Prediction

Author(s): Fuping Hu, Zhaohong Deng, Zhenping Xie, Te Zhang, Kup-Sze Choi, Fan Zhang, Shitong Wang

Pages: 6822 - 6834

21) Feature Weighting-Based Deep Fuzzy C-Means for Clustering Incomplete Time Series

Author(s): Yurui Li, Mingjing Du, Wenbin Zhang, Xiang Jiang, Yongquan Dong

Pages: 6835 - 6847

22) Observer-Based Fuzzy PID Control for Nonlinear Systems With Degraded Measurements: Dealing With Randomly Perturbed Sampling Periods

Author(s): Yezheng Wang, Zidong Wang, Lei Zou, Quanbo Ge, Hongli Dong

Pages: 6848 - 6862

23) Boundary Output Tracking of Nonlinear Parabolic Differential Systems via Fuzzy PID Control

Author(s): Jin-Feng Zhang, Jun-Wei Wang, Hak-Keung Lam, Han-Xiong Li

Pages: 6863 - 6877

24) Principal Component Analysis With Fuzzy Elastic Net for Feature Selection

Author(s): Yunlong Gao, Qinting Wu, Zhenghong Xu, Chao Cao, Jinyan Pan, Guifang Shao, Feiping Nie, Qingyuan Zhu

Pages: 6878 - 6890

25) Predefined-Time Composite Adaptive Fuzzy Nonsingular Attitude Control for Multi-UAVs

Author(s): Huanqing Wang, Muxuan Li, Huaguang Zhang, Siwen Liu

Pages: 6891 - 6903

26) Dynamic Event-Triggered Fuzzy Optimal Consensus Control for Stochastic Multiagent Systems Under Switching Topology

Author(s): Ying Xu, Kewen Li, Yongming Li

Pages: 6904 - 6916

27) Intermittent Fixed-Time Fuzzy Consensus of Nonlinear Multiagent Systems With Unknown Control Directions and Event-Based Communication

Author(s): Jian Liu, Zheng Lian, Jinglong Shi, Lu Dong, Changyin Sun

Pages: 6917 - 6928

28) Nash Equilibrium Seeking in Nonzero-Sum Games: A Prescribed-Time Fuzzy Control Approach

Author(s): Yan Zhang, Mohammed Chadli, Zhengrong Xiang

Pages: 6929 - 6938

29) T–S Fuzzy-Based Load Frequency Control of Multiarea Power System With Hybrid Delays: Performance Analysis and Improvement

Author(s): Zhe-Li Yuan, Chuan-Ke Zhang, Xing-Chen Shangguan, Yu-Long Fan, Yong He

Pages: 6939 - 6950

30) Toward Embedding Ambiguity-Sensitive Graph Neural Network Explainability

Author(s): Xiaofeng Liu, Yinglong Ma, Degang Chen, Ling Liu

Pages: 6951 - 6964

31) Multiview Fuzzy Concept-Cognitive Learning With High-Order Information Fusion of Fuzzy Attributes

Author(s): Jinbo Wang, Weihua Xu, Weiping Ding, Yuhua Qian

Pages: 6965 - 6978

32) Bipartite Synchronization of Fractional-Order T–S Fuzzy Signed Networks via Event-Triggered Intermittent Control

Author(s): Yao Xu, Zhuozhen Jiang, Xiangpeng Xie, Wenxue Li, Yongbao Wu, Reinaldo Martínez Palhares

Pages: 6979 - 6989

33) A Predefined Time Fuzzy Neural Solution With Event-Triggered Mechanism to Kinematic Planning of Manipulator With Physical Constraints

Author(s): Ying Kong, Xuxiang Zeng, Yunliang Jiang, Danfeng Sun

Pages: 6990 - 7001

34) Weakly Supervised Causal Discovery Based on Fuzzy Knowledge and Complex Data Complementarity

Author(s): Wenrui Li, Wei Zhang, Qinghao Zhang, Xuegong Zhang, Xiaowo Wang

Pages: 7002 - 7014

35) Adversarial Attack Detection via Fuzzy Predictions

Author(s): Yi Li, Plamen Angelov, Neeraj Suri

Pages: 7015 - 7024

36) Averaging Functions on Triangular Fuzzy Numbers and an Application in Graphs

Author(s): Nicolás Zumelzu, Roberto Díaz, Aldryn Aparcana, José Canumán, Álvaro Mella, Edmundo Mansilla, Diego Soto, Benjamín Bedregal

Pages: 7025 - 7036

37) Design Trend Fuzzy Granulation-Based Three-Layer Fuzzy Cognitive Map for Long-Term Forecasting of Multivariate Time Series

Author(s): Fei Yang, Fusheng Yu, Chenxi Ouyang, Yuqing Tang

Pages: 7037 - 7049

38) Adaptive Fuzzy Safety Control of Hypersonic Flight Vehicles Pursuing Adaptable Prescribed Behaviors: A Sensing and Adjustment Mechanism

Author(s): Xiangwei Bu, Ruining Luo, Maolong Lv, Humin Lei

Pages: 7050 - 7062

39) Dynamic Guaranteed Cost Event-Triggered-Based Anti-Disturbance Control of T-S Fuzzy Wind-Turbine Systems Subject to External Disturbances

Author(s): Yang Gu, Mouquan Shen, Ju H. Park, Qing-Guo Wang, Zheng Hong Zhu

Pages: 7063 - 7072

40) Fuzzy Adaptive Bipartite Consensus of Stochastic Multiagent Systems: A Singularity-Free Prescribed Performance Control Approach

Author(s): Lei Chen, Hongjing Liang, Yuhua Cheng, Tingwen Huang

Pages: 7073 - 7085

41) A New Family of Metrics in Interval Space and Their Applications to Multicriteria Decision-Making Theory

Author(s): Y. Chalco-Cano, T. M. Costa, Benjamín Bedregal, Ademir G. Chalco Cano

Pages: 7086 - 7095

42) FGRBC: A Novel Fuzzy Granular Rule-Based Classifier Using the Justifiable Granularity Principle and a Fusion Strategy

Author(s): Xiao Zhang, Yijing Liu, Jinhai Li, Changlin Mei

Pages: 7096 - 7108

43) Observer-Based Sliding Mode Control for Stochastic Sampling Fuzzy Systems With Stochastic Communication Protocol

Author(s): Junhui Wu, Jun Cheng, Huaicheng Yan, Leszek Rutkowski, Jinde Cao

Pages: 7109 - 7117

44) Dynamic Event-Based Hierarchical Fuzzy Prescribed Performance Control for Underactuated Systems With Uncertain Dead Zone

Author(s): Yi Shui, Lu Dong, Ya Zhang, Changyin Sun

Pages: 7118 - 7128

45) Long-Term Interpretable Air Quality Trend Forecasting via Directed Interval Fuzzy Cognitive Maps

Author(s): Xiaoqian Liu, Yingjun Zhang, Hui Wang, Sipei Qin, Zhenhua Zhang, Yanyan Yang, Jingping Wang

Pages: 7129 - 7142

46) Higher Order Fuzzy Membership in Motif Modularity Optimization

Author(s): Jing Xiao, Ya-Wei Wei, Jing Cao, Xiao-Ke Xu

Pages: 7143 - 7156

47) Membership Function-Dependent H∞ Control for Set-Described T-S Fuzzy System via Improved Dynamic Memory Event-Triggered Mechanism

Author(s): Qinghua Hou, Jiuxiang Dong

Pages: 7157 - 7167

48) A Cross-Field Deep Learning-Based Fuzzy Spamming Detection Approach via Collaboration of Behavior Modeling and Sentiment Analysis

Author(s): Keping Yu, Xiaogang Zhu, Zhiwei Guo, Amr Tolba, Joel J. P. C. Rodrigues, Victor C.M. Leung

Pages: 7168 - 7182

49) Adaptive Type-2 Fuzzy Filter With Kernel Density Estimation for Impulse Noise Removal

Author(s): Vikas Singh, Alankrita, Vipin Chandra Pal, Avadh Pati

Pages: 7183 - 7189

50) Fuzzy Formation Control for Nonlinear Multiagent Systems With Two Time Scales: A Reinforcement Learning Scheme

Author(s): Qing Yang, Jing Wang, Hao Shen, Ju H. Park

Pages: 7190 - 7195

51) A Novel Unsupervised Capacity Identification Approach to Deal With Redundant Criteria in Multicriteria Decision Making Problems

Author(s): Guilherme Dean Pelegrina, Leonardo Tomazeli Duarte

Pages: 7196 - 7201