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

IEEE Transactions on Artificial Intelligence, Volume 5, Issue 8, August 2024

1) Memory Prompt for Spatiotemporal Transformer Visual Object Tracking

Author(s): Tianyang Xu;Xiao-Jun Wu;Xuefeng Zhu;Josef Kittler

Pages: 3759 - 3764

2) A Survey on Verification and Validation, Testing and Evaluations of Neurosymbolic Artificial Intelligence

Author(s): Justus Renkhoff;Ke Feng;Marc Meier-Doernberg;Alvaro Velasquez;Houbing Herbert Song

Pages: 3765 - 3779

3) A Comprehensive Survey on Graph Summarization With Graph Neural Networks

Author(s): Nasrin Shabani;Jia Wu;Amin Beheshti;Quan Z. Sheng;Jin Foo;Venus Haghighi;Ambreen Hanif;Maryam Shahabikargar

Pages: 3780 - 3800

4) A Survey on Neural Network Hardware Accelerators

Author(s): Tamador Mohaidat;Kasem Khalil

Pages: 3801 - 3822

5) Efficient Structure Slimming for Spiking Neural Networks

Author(s): Yaxin Li;Xuanye Fang;Yuyuan Gao;Dongdong Zhou;Jiangrong Shen;Jian K. Liu;Gang Pan;Qi Xu

Pages: 3823 - 3831

6) A Perceptual Computing Approach for Learning Interpretable Unsupervised Fuzzy Scoring Systems

Author(s): Prashant K. Gupta;Deepak Sharma;Javier Andreu-Perez

Pages: 3832 - 3844

7) Octant Spherical Harmonics Features for Source Localization Using Artificial Intelligence Based on Unified Learning Framework

Author(s): Priyadarshini Dwivedi;Gyanajyoti Routray;Rajesh M. Hegde

Pages: 3845 - 3857

8) Additive Noise Model Structure Learning Based on Spatial Coordinates

Author(s): Jing Yang;Ting Lu;Youjie Zhu

Pages: 3858 - 3871

9) Securing User Privacy in Cloud-Based Whiteboard Services Against Health Attribute Inference Attacks

Author(s): Abdur R. Shahid;Ahmed Imteaj

Pages: 3872 - 3885

10) Complexity-Driven Model Compression for Resource-Constrained Deep Learning on Edge

Author(s): Muhammad Zawish;Steven Davy;Lizy Abraham

Pages: 3886 - 3901

11) A Deep Learning-Based Cyber Intrusion Detection and Mitigation System for Smart Grids

Author(s): Abdulaziz Aljohani;Mohammad AlMuhaini;H. Vincent Poor;Hamed M. Binqadhi

Pages: 3902 - 3914

12) Proximal Policy Optimization With Advantage Reuse Competition

Author(s): Yuhu Cheng;Qingbang Guo;Xuesong Wang

Pages: 3915 - 3925

13) Self-Supervised Forecasting in Electronic Health Records With Attention-Free Models

Author(s): Yogesh Kumar;Alexander Ilin;Henri Salo;Sangita Kulathinal;Maarit K. Leinonen;Pekka Marttinen

Pages: 3926 - 3938

14) quantile-Long Short Term Memory: A Robust, Time Series Anomaly Detection Method

Author(s): Snehanshu Saha;Jyotirmoy Sarkar;Soma S. Dhavala;Preyank Mota;Santonu Sarkar

Pages: 3939 - 3950

15) An Attention Augmented Convolution-Based Tiny-Residual UNet for Road Extraction

Author(s): Parmeshwar S. Patil;Raghunath S. Holambe;Laxman M. Waghmare

Pages: 3951 - 3964

16) Encoder–Decoder Calibration for Multimodal Machine Translation

Author(s): Turghun Tayir;Lin Li;Bei Li;Jianquan Liu;Kong Aik Lee

Pages: 3965 - 3973

17) Improving Source Tracking Accuracy Through Learning-Based Estimation Methods in SH Domain: A Comparative Study

Author(s): Priyadarshini Dwivedi;Gyanajyoti Routray;Devansh Kumar Jha;Rajesh M. Hegde

Pages: 3974 - 3984

18) Optimal Inference of Hidden Markov Models Through Expert-Acquired Data

Author(s): Amirhossein Ravari;Seyede Fatemeh Ghoreishi;Mahdi Imani

Pages: 3985 - 4000

19) X-Fuzz: An Evolving and Interpretable Neuro-Fuzzy Learner for Data Streams

Author(s): Md Meftahul Ferdaus;Tanmoy Dam;Sameer Alam;Duc-Thinh Pham

Pages: 4001 - 4012

20) Focal Transfer Graph Network and Its Application in Cross-Scene Hyperspectral Image Classification

Author(s): Haoyu Wang;Xiaomin Liu

Pages: 4013 - 4025

21) An Adaptive Heterogeneous Credit Card Fraud Detection Model Based on Deep Reinforcement Training Subset Selection

Author(s): Kun Zhu;Nana Zhang;Weiping Ding;Changjun Jiang

Pages: 4026 - 4041

22) A New Causal Inference Framework for SAR Target Recognition

Author(s): Jiaxiang Liu;Zhunga Liu;Zuowei Zhang;Longfei Wang;Meiqin Liu

Pages: 4042 - 4057

23) Distributed Optimal Formation Control of Multiple Unmanned Surface Vehicles With Stackelberg Differential Graphical Game

Author(s): Kunting Yu;Yongming Li;Maolong Lv;Shaocheng Tong

Pages: 4058 - 4073

24) Boundary-Aware Uncertainty Suppression for Semi-Supervised Medical Image Segmentation

Author(s): Congcong Li;Jinshuo Zhang;Dongmei Niu;Xiuyang Zhao;Bo Yang;Caiming Zhang

Pages: 4074 - 4086

25) Deep Transfer Learning for Detecting Electric Vehicles Highly Correlated Energy Consumption Parameters

Author(s): Zeinab Teimoori;Abdulsalam Yassine;Chaoru Lu

Pages: 4087 - 4100

26) Self-Bidirectional Decoupled Distillation for Time Series Classification

Author(s): Zhiwen Xiao;Huanlai Xing;Rong Qu;Hui Li;Li Feng;Bowen Zhao;Jiayi Yang

Pages: 4101 - 4110

27) Context-Aware Self-Supervised Learning of Whole Slide Images

Author(s): Milan Aryal;Nasim Yahya Soltani

Pages: 4111 - 4120

28) CTRL: Clustering Training Losses for Label Error Detection

Author(s): Chang Yue;Niraj K. Jha

Pages: 4121 - 4135

29) Remote Sensing Image Semantic Segmentation Based on Cascaded Transformer

Author(s): Falin Wang;Jian Ji;Yuan Wang

Pages: 4136 - 4148

30) Text-Guided Portrait Image Matting

Author(s): Yong Xu;Xin Yao;Baoling Liu;Yuhui Quan;Hui Ji

Pages: 4149 - 4162

31) An Iterative Optimizing Framework for Radiology Report Summarization With ChatGPT

Author(s): Chong Ma;Zihao Wu;Jiaqi Wang;Shaochen Xu;Yaonai Wei;Zhengliang Liu;Fang Zeng;Xi Jiang;Lei Guo;Xiaoyan Cai;Shu Zhang;Tuo Zhang;Dajiang Zhu;Dinggang Shen;Tianming Liu;Xiang Li

Pages: 4163 - 4175

32) Alternating Direction Method of Multipliers-Based Parallel Optimization for Multi-Agent Collision-Free Model Predictive Control

Author(s): Zilong Cheng;Jun Ma;Wenxin Wang;Zicheng Zhu;Clarence W. de Silva;Tong Heng Lee

Pages: 4176 - 4191

33) Adaptive Iterative Learning Control for Nonlinear Multiagent Systems With Initial Error Compensation

Author(s): Zhiqiang Li;Qi Zhou;Yang Liu;Hongru Ren;Hongyi Li

Pages: 4192 - 4201

34) Enhance Adversarial Robustness via Geodesic Distance

Author(s): Jun Yan;Huilin Yin;Ziming Zhao;Wancheng Ge;Jingfeng Zhang

Pages: 4202 - 4216

35) Shapley Value-Based Approaches to Explain the Quality of Predictions by Classifiers

Author(s): Guilherme Dean Pelegrina;Sajid Siraj

Pages: 4217 - 4231

36) Multistream Gaze Estimation With Anatomical Eye Region Isolation by Synthetic to Real Transfer Learning

Author(s): Zunayed Mahmud;Paul Hungler;Ali Etemad

Pages: 4232 - 4246

37) Model-Based Online Adaptive Inverse Noncooperative Linear-Quadratic Differential Games via Finite-Time Concurrent Learning

Author(s): Jie Lin;Huai-Ning Wu

Pages: 4247 - 4257

38) Dynamic Long-Term Time-Series Forecasting via Meta Transformer Networks

Author(s): Muhammad Anwar Ma'sum;MD Rasel Sarkar;Mahardhika Pratama;Savitha Ramasamy;Sreenatha Anavatti;Lin Liu;Habibullah Habibullah;Ryszard Kowalczyk

Pages: 4258 - 4268

39) Distilled Gradual Pruning With Pruned Fine-Tuning

Author(s): Federico Fontana;Romeo Lanzino;Marco Raoul Marini;Danilo Avola;Luigi Cinque;Francesco Scarcello;Gian Luca Foresti

Pages: 4269 - 4279

40) Multiagent Hierarchical Deep Reinforcement Learning for Operation Optimization of Grid-Interactive Efficient Commercial Buildings

Author(s): Zhiqiang Chen;Liang Yu;Shuang Zhang;Shushan Hu;Chao Shen

Pages: 4280 - 4292

41) Feedback Generative Adversarial Network With Channel-Space Attention for Image-Based Optimal Path Search Planning

Author(s): Tao Sun;Jian-Sheng Li;Yi-Fan Zhang;Xin-Feng Ru;Ke Wang

Pages: 4293 - 4307

IEEE Transactions on Cognitive and Developmental Systems, Volume 16, Issue 4, August 2024

1) User-Aware Multilevel Cognitive Workload Estimation From Multimodal Physiological Signals

Author(s): Pierluigi Vito Amadori, Yiannis Demiris

Pages: 1212 - 1222

2) TR-TransGAN: Temporal Recurrent Transformer Generative Adversarial Network for Longitudinal MRI Dataset Expansion

Author(s): Chen-Chen Fan, Hongjun Yang, Liang Peng, Xiao-Hu Zhou, Shiqi Liu, Sheng Chen, Zeng-Guang Hou

Pages: 1223 - 1232

3) Deep Reinforcement Learning With Multicritic TD3 for Decentralized Multirobot Path Planning

Author(s): Heqing Yin, Chang Wang, Chao Yan, Xiaojia Xiang, Boliang Cai, Changyun Wei

Pages: 1233 - 1247

4) Disentangled Adversarial Generalization Network for Cross-Session Task-Independent Brainprint Recognition

Author(s): Xuanyu Jin, Ni Li, Wanzeng Kong, Qibin Zhao, Jiajia Tang, Li Zhu, Jianting Cao

Pages: 1248 - 1259

5) An Improvement Method of Target Tracking Based on Broad Learning System With Scale and Drift Correction

Author(s): Dan Zhang, Tieshan Li, C. L. Philip Chen, Yi Zuo

Pages: 1260 - 1273

6) Evolutionary Niche Artificial Fish Swarm Algorithm for Dynamic Subgroup Size Adjustment in Robot Swarms

Author(s): Zhenlong Xiao, Xin Wang

Pages: 1274 - 1290

7) MIMo: A Multimodal Infant Model for Studying Cognitive Development

Author(s): Dominik Mattern, Pierre Schumacher, Francisco M. López, Marcel C. Raabe, Markus R. Ernst, Arthur Aubret, Jochen Triesch

Pages: 1291 - 1301

8) QFuture: Learning Future Expectation Cognition in Multiagent Reinforcement Learning

Author(s): Boyin Liu, Zhiqiang Pu, Yi Pan, Jianqiang Yi, Min Chen, Shijie Wang

Pages: 1302 - 1314

9) Multiple Instance Learning for Cheating Detection and Localization in Online Examinations

Author(s): Yemeng Liu, Jing Ren, Jianshuo Xu, Xiaomei Bai, Roopdeep Kaur, Feng Xia

Pages: 1315 - 1326

10) Hierarchical Multicontact Motion Planning of Hexapod Robots With Incremental Reinforcement Learning

Author(s): Kaiqiang Tang, Huiqiao Fu, Guizhou Deng, Xinpeng Wang, Chunlin Chen

Pages: 1327 - 1341

11) Kernel-Ridge-Regression-Based Randomized Network for Brain Age Classification and Estimation

Author(s): Raveendra Pilli, Tripti Goel, R. Murugan, M. Tanveer, P. N. Suganthan

Pages: 1342 - 1351

12) Dual-Graph Contrastive Learning for Unsupervised Person Reidentification

Author(s): Lin Zhang, Ran Song, Yifan Wang, Qian Zhang, Wei Zhang

Pages: 1352 - 1363

13) Reconfiguration of Cognitive Control Networks During a Long-Duration Flanker Task

Author(s): Jia Liu, Yongjie Zhu, Zheng Chang, Tiina Parviainen, Christian Antfolk, Timo Hämäläinen, Fengyu Cong

Pages: 1364 - 1373

14) Husformer: A Multimodal Transformer for Multimodal Human State Recognition

Author(s): Ruiqi Wang, Wonse Jo, Dezhong Zhao, Weizheng Wang, Arjun Gupte, Baijian Yang, Guohua Chen, Byung-Cheol Min

Pages: 1374 - 1390

15) PLOT: Human-Like Push-Grasping Synergy Learning in Clutter With One-Shot Target Recognition

Author(s): Xiaoge Cao, Tao Lu, Liming Zheng, Yinghao Cai, Shuo Wang

Pages: 1391 - 1404

16) An Electroencephalography-Based Brain–Computer Interface for Emotion Regulation With Virtual Reality Neurofeedback

Author(s): Kendi Li, Weichen Huang, Wei Gao, Zijing Guan, Qiyun Huang, Jin-Gang Yu, Zhu Liang Yu, Yuanqing Li

Pages: 1405 - 1417

17) Depression Detection Using an Automatic Sleep Staging Method With an Interpretable Channel-Temporal Attention Mechanism

Author(s): Jiahui Pan, Jie Liu, Jianhao Zhang, Xueli Li, Dongming Quan, Yuanqing Li

Pages: 1418 - 1432

18) Agree to Disagree: Exploring Partial Semantic Consistency Against Visual Deviation for Compositional Zero-Shot Learning

Author(s): Xiangyu Li, Xu Yang, Xi Wang, Cheng Deng

Pages: 1433 - 1444

19) DTCM: Deep Transformer Capsule Mutual Distillation for Multivariate Time Series Classification

Author(s): Zhiwen Xiao, Xin Xu, Huanlai Xing, Bowen Zhao, Xinhan Wang, Fuhong Song, Rong Qu, Li Feng

Pages: 1445 - 1461

20) Compressed Video Anomaly Detection of Human Behavior Based on Abnormal Region Determination

Author(s): Lijun He, Miao Zhang, Hao Liu, Liejun Wang, Fan Li

Pages: 1462 - 1475

21) D-FaST: Cognitive Signal Decoding With Disentangled Frequency–Spatial–Temporal Attention

Author(s): WeiGuo Chen, Changjian Wang, Kele Xu, Yuan Yuan, Yanru Bai, Dongsong Zhang

Pages: 1476 - 1493

22) Brain Connectivity Analysis for EEG-Based Face Perception Task

Author(s): Debashis Das Chakladar, Nikhil R. Pal

Pages: 1494 - 1506

23) Robust Perception-Based Visual Simultaneous Localization and Tracking in Dynamic Environments

Author(s): Song Peng, Teng Ran, Liang Yuan, Jianbo Zhang, Wendong Xiao

Pages: 1507 - 1520

24) EventAugment: Learning Augmentation Policies From Asynchronous Event-Based Data

Author(s): Fuqiang Gu, Jiarui Dou, Mingyan Li, Xianlei Long, Songtao Guo, Chao Chen, Kai Liu, Xianlong Jiao, Ruiyuan Li

Pages: 1521 - 1532

25) Converting Artificial Neural Networks to Ultralow-Latency Spiking Neural Networks for Action Recognition

Author(s): Hong You, Xian Zhong, Wenxuan Liu, Qi Wei, Wenxin Huang, Zhaofei Yu, Tiejun Huang

Pages: 1533 - 1545

26) Emergence of Human Oculomotor Behavior in a Cable-Driven Biomimetic Robotic Eye Using Optimal Control

Author(s): Reza Javanmard Alitappeh, Akhil John, Bernardo Dias, A. John van Opstal, Alexandre Bernardino

Pages: 1546 - 1560

27) The Inadequacy of Reinforcement Learning From Human Feedback—Radicalizing Large Language Models via Semantic Vulnerabilities

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

Pages: 1575 - 1588

28) A Two-Stage Foveal Vision Tracker Based on Transformer Model

Author(s): Guang Han, Jianshu Ma, Ziyang Li, Haitao Zhao

Pages: 1575 - 1588

29) Deep Neural Networks for Automatic Sleep Stage Classification and Consciousness Assessment in Patients With Disorder of Consciousness

Author(s): Jiahui Pan, Yangzuyi Yu, Jianhui Wu, Xinjie Zhou, Yanbin He, Yuanqing Li

Pages: 1589 - 1603

30) Attention Mechanism and Out-of-Distribution Data on Cross Language Image Matching for Weakly Supervised Semantic Segmentation

Author(s): Chi-Chia Sun, Jing-Ming Guo, Chen-Hung Chung, Bo-Yu Chen

Pages: 1604 - 1610

31) MAT: Morphological Adaptive Transformer for Universal Morphology Policy Learning

Author(s): Boyu Li, Haoran Li, Yuanheng Zhu, Dongbin Zhao

Pages: 1611 - 1621

Upcoming Journal Special Issue Deadlines

IEEE Transactions on Evolutionary Computation - Special Issue on Evolutionary Dynamic Optimization.

Paper submission deadline: 1 September, 2024

IEEE Transactions on Emerging Topics in Computational Intelligence - Special Issue on Advances in Methodologies for Metaheuristic Algorithms.

Paper submission deadline: 30 September, 2024

IEEE Transactions on Cognitive and Developmental Systems - Special Issue on Bridging the Gap between Machine and Brain in Speech Processing.

Paper submission deadline: 30 September, 2024

IEEE Transaction on Emerging Topics in Computational Intelligence - Special Issue on Digital Trust for Artificial Intelligence.

Paper submission deadline: 1 December, 2024

IEEE Transactions on Fuzzy Systems - Special Issue on Fuzzy Intelligence for Flexible Electronics and Systems.

Paper submission deadline: 31 December, 2024

IEEE Transactions on Fuzzy Systems - Special Issue on Fuzzy Affective Computing Systems.

Paper submission deadline: 31 January, 2025

IEEE Transactions on Neural Networks and Learning Systems, Volume 35, Issue 8, August 2024

1) Open-Ended Online Learning for Autonomous Visual Perception

Author(s): Haibin Yu, Yang Cong, Gan Sun, Dongdong Hou, Yuyang Liu, Jiahua Dong

Pages: 10178 - 10198

2) Continuous-Time Reinforcement Learning Control: A Review of Theoretical Results, Insights on Performance, and Needs for New Designs

Author(s): Brent A. Wallace, Jennie Si

Pages: 10199 - 10219

3) A Critical Review of Inductive Logic Programming Techniques for Explainable AI

Author(s): Zheng Zhang, Levent Yilmaz, Bo Liu

Pages: 10220 - 10236

4) A Survey on Offline Reinforcement Learning: Taxonomy, Review, and Open Problems

Author(s): Rafael Figueiredo Prudencio, Marcos R. O. A. Maximo, Esther Luna Colombini

Pages: 10237 - 10257

5) Effective Emotion Recognition by Learning Discriminative Graph Topologies in EEG Brain Networks

Author(s): Cunbo Li, Peiyang Li, Yangsong Zhang, Ning Li, Yajing Si, Fali Li, Zehong Cao, Huafu Chen, Badong Chen, Dezhong Yao, Peng Xu

Pages: 10258 - 10272

6) Tiny Object Tracking: A Large-Scale Dataset and a Baseline

Author(s): Yabin Zhu, Chenglong Li, Yao Liu, Xiao Wang, Jin Tang, Bin Luo, Zhixiang Huang

Pages: 10273 - 10287

7) Value-Based Subgoal Discovery and Path Planning for Reaching Long-Horizon Goals

Author(s): Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan, Chai Quek

Pages: 10288 - 10300

8) Attention-Based Deep Spiking Neural Networks for Temporal Credit Assignment Problems

Author(s): Lang Qin, Ziming Wang, Rui Yan, Huajin Tang

Pages: 10301 - 10311

9) 3-D Quantum-Inspired Self-Supervised Tensor Network for Volumetric Segmentation of Medical Images

Author(s): Debanjan Konar, Siddhartha Bhattacharyya, Tapan K. Gandhi, Bijaya K. Panigrahi, Richard Jiang

Pages: 10312 - 10325

10) Stability and Bifurcation Exploration of Delayed Neural Networks With Radial-Ring Configuration and Bidirectional Coupling

Author(s): Yunxiang Lu, Min Xiao, Jiajin He, Zhengxin Wang

Pages: 10326 - 10337

11) A periodically Intermittent Event-Triggered Optimal Average Consensus for Nonlinear Multi-Agent Systems

Author(s): Lei Liu, Jinde Cao, Fawaz E. Alsaadi

Pages: 10338 - 10352

12) PreCNet: Next-Frame Video Prediction Based on Predictive Coding

Author(s): Zdenek Straka, Tomáš Svoboda, Matej Hoffmann

Pages: 10353 - 10367

13) Sliding Mode Control Based on Reinforcement Learning for T-S Fuzzy Fractional-Order Multiagent System With Time-Varying Delays

Author(s): Yuqing Yan, Huaguang Zhang, Jiayue Sun, Yingchun Wang

Pages: 10368 - 10379

14) Neural Network Layer Algebra: A Framework to Measure Capacity and Compression in Deep Learning

Author(s): Alberto Badías, Ashis G. Banerjee

Pages: 10380 - 10393

15) Multi-Task Credible Pseudo-Label Learning for Semi-Supervised Crowd Counting

Author(s): Pengfei Zhu, Jingqing Li, Bing Cao, Qinghua Hu

Pages: 10394 - 10406

16) STDNet: Rethinking Disentanglement Learning With Information Theory

Author(s): Ziwen Liu, Mingqiang Li, Congying Han, Siqi Tang, Tiande Guo

Pages: 10407 - 10421

17) Disentangled Feature Representation for Few-Shot Image Classification

Author(s): Hao Cheng, Yufei Wang, Haoliang Li, Alex C. Kot, Bihan Wen

Pages: 10422 - 10435

18) Learning Accurate Label-Specific Features From Partially Multilabeled Data

Author(s): Tiantian Xu, Yuanyuan Xu, Shiyu Yang, Binghao Li, Wenjie Zhang

Pages: 10436 - 10450

19) State Estimation of Switched Time-Delay Complex Networks With Strict Decreasing LKF

Author(s): Meijie Zhang, Xinsong Yang, Qihan Qi, Ju H. Park

Pages: 10451 - 10460

20) Residual Sketch Learning for a Feature-Importance-Based and Linguistically Interpretable Ensemble Classifier

Author(s): Zekang Bian, Jin Zhang, Fu-Lai Chung, Shitong Wang

Pages: 10461 - 10474

21) A Target-Driven Planning Approach for Goal-Directed Dialog Systems

Author(s): Jian Wang, Dongding Lin, Wenjie Li

Pages: 10475 - 10487

22) Semisupervised Change Detection Based on Bihierarchical Feature Aggregation and Extraction Network

Author(s): Mingyang Zhang, Tianqi Gao, Maoguo Gong, Shengqi Zhu, Yue Wu, Hao Li

Pages: 10488 - 10502

23) A Fixed-Time Noise-Tolerance ZNN Model for Time-Variant Inequality-Constrained Quaternion Matrix Least-Squares Problem

Author(s): Lin Xiao, Penglin Cao, Wentong Song, Liu Luo, Wensheng Tang

Pages: 10503 - 10512

24) Learning Oriented Object Detection via Naive Geometric Computing

Author(s): Yanjie Wang, Zhijun Zhang, Wenhui Xu, Liqun Chen, Guodong Wang, Luxin Yan, Sheng Zhong, Xu Zou

Pages: 10513 - 10525

25) The Symplectic Adjoint Method: Memory-Efficient Backpropagation of Neural-Network-Based Differential Equations

Author(s): Takashi Matsubara, Yuto Miyatake, Takaharu Yaguchi

Pages: 10526 - 10538

26) Projective Incomplete Multi-View Clustering

Author(s): Shijie Deng, Jie Wen, Chengliang Liu, Ke Yan, Gehui Xu, Yong Xu

Pages: 10539 - 10551

27) DSIL-DDI: A Domain-Invariant Substructure Interaction Learning for Generalizable Drug–Drug Interaction Prediction

Author(s): Zhenchao Tang, Guanxing Chen, Hualin Yang, Weihe Zhong, Calvin Yu-Chian Chen

Pages: 10552 - 10560

28) Redefining Neural Architecture Search of Heterogeneous Multinetwork Models by Characterizing Variation Operators and Model Components

Author(s): Unai Garciarena, Roberto Santana, Alexander Mendiburu

Pages: 10561 - 10575

29) Understanding Short-Range Memory Effects in Deep Neural Networks

Author(s): Chengli Tan, Jiangshe Zhang, Junmin Liu

Pages: 10576 - 10590

30) Spatial–Temporal Co-Attention Learning for Diagnosis of Mental Disorders From Resting-State fMRI Data

Author(s): Rui Liu, Zhi-An Huang, Yao Hu, Zexuan Zhu, Ka-Chun Wong, Kay Chen Tan

Pages: 10591 - 10605

31) STDAN: Deformable Attention Network for Space-Time Video Super-Resolution

Author(s): Hai Wang, Xiaoyu Xiang, Yapeng Tian, Wenming Yang, Qingmin Liao

Pages: 10606 - 10616

32) Inverse Optimal Adaptive Neural Control for State-Constrained Nonlinear Systems

Author(s): Kaixin Lu, Zhi Liu, Haoyong Yu, C. L. Philip Chen, Yun Zhang

Pages: 10617 - 10628

33) Repetitive Impedance Learning-Based Physically Human–Robot Interactive Control

Author(s): Tairen Sun, Jiantao Yang, Yongping Pan, Hongliu Yu

Pages: 10629 - 10638

34) Taming Self-Supervised Learning for Presentation Attack Detection: De-Folding and De-Mixing

Author(s): Zhe Kong, Wentian Zhang, Feng Liu, Wenhan Luo, Haozhe Liu, Linlin Shen, Raghavendra Ramachandra

Pages: 10639 - 10650

35) Dynamic Loss Weighting for Multiorgan Segmentation in Medical Images

Author(s): Youyi Song, Jeremy Yuen-Chun Teoh, Kup-Sze Choi, Jing Qin

Pages: 10651 - 10662

36) Learning Complementary Spatial–Temporal Transformer for Video Salient Object Detection

Author(s): Nian Liu, Kepan Nan, Wangbo Zhao, Xiwen Yao, Junwei Han

Pages: 10663 - 10673

37) BiFSMNv2: Pushing Binary Neural Networks for Keyword Spotting to Real-Network Performance

Author(s): Haotong Qin, Xudong Ma, Yifu Ding, Xiaoyang Li, Yang Zhang, Zejun Ma, Jiakai Wang, Jie Luo, Xianglong Liu

Pages: 10674 - 10686

38) Neural Network-Based Adaptive Tracking Control for Denitrification and Aeration Processes With Time Delays

Author(s): Junfei Qiao, Dapeng Li, Honggui Han

Pages: 10687 - 10697

39) EEG-Based Motor Imagery Recognition Framework via Multisubject Dynamic Transfer and Iterative Self-Training

Author(s): He Wang, Peiyin Chen, Meng Zhang, Jianbo Zhang, Xinlin Sun, Mengyu Li, Xiong Yang, Zhongke Gao

Pages: 10698 - 10712

40) Distributed Estimator-Based Event-Triggered Neuro-Adaptive Control for Leader–Follower Consensus of Strict-Feedback Nonlinear Multiagent Systems

Author(s): Wei Wang, Yongming Li, Shaocheng Tong

Pages: 10713 - 10725

41) A Hybrid Neuromorphic Object Tracking and Classification Framework for Real-Time Systems

Author(s): Andrés Ussa, Chockalingam Senthil Rajen, Tarun Pulluri, Deepak Singla, Jyotibdha Acharya, Gideon Fu Chuanrong, Arindam Basu, Bharath Ramesh

Pages: 10726 - 10735

42) Hyperspectral Tensor Completion Using Low-Rank Modeling and Convex Functional Analysis

Author(s): Chia-Hsiang Lin, Yangrui Liu, Chong-Yung Chi, Chih-Chung Hsu, Hsuan Ren, Tony Q. S. Quek

Pages: 10736 - 10750

43) Task-Related Saliency for Few-Shot Image Classification

Author(s): Zhenyu Zhou, Lei Luo, Sihang Zhou, Wang Li, Xihong Yang, Xinwang Liu, En Zhu

Pages: 10751 - 10763

44) Distributed Optimization of Graph Convolutional Network Using Subgraph Variance

Author(s): Taige Zhao, Xiangyu Song, Man Li, Jianxin Li, Wei Luo, Imran Razzak

Pages: 10764 - 10775

45) Typicality-Aware Adaptive Similarity Matrix for Unsupervised Learning

Author(s): Jie Zhou, Can Gao, Xizhao Wang, Zhihui Lai, Jun Wan, Xiaodong Yue

Pages: 10776 - 10790

46) Automatic Learning Rate Adaption for Memristive Deep Learning Systems

Author(s): Yang Zhang, Linlin Shen

Pages: 10791 - 10802

47) Self-Guided Partial Graph Propagation for Incomplete Multiview Clustering

Author(s): Cheng Liu, Rui Li, Si Wu, Hangjun Che, Dazhi Jiang, Zhiwen Yu, Hau-San Wong

Pages: 10803 - 10816

48) Relationship Between Nonsmoothness in Adversarial Training, Constraints of Attacks, and Flatness in the Input Space

Author(s): Sekitoshi Kanai, Masanori Yamada, Hiroshi Takahashi, Yuki Yamanaka, Yasutoshi Ida

Pages: 10817 - 10831

49) A Novel Robotic Pushing and Grasping Method Based on Vision Transformer and Convolution

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

Pages: 10832 - 10845

50) Dual Contrastive Learning Network for Graph Clustering

Author(s): Xin Peng, Jieren Cheng, Xiangyan Tang, Jingxin Liu, Jiahua Wu

Pages: 10846 - 10856

51) Overcoming Data Deficiency for Multi-Person Pose Estimation

Author(s): Yan Dai, Xuanhan Wang, Lianli Gao, Jingkuan Song, Feng Zheng, Heng Tao Shen

Pages: 10857 - 10868

52) Hierarchical Threshold Pruning Based on Uniform Response Criterion

Author(s): Yaguan Qian, Zhiqiang He, Yuqi Wang, Bin Wang, Xiang Ling, Zhaoquan Gu, Haijiang Wang, Shaoning Zeng, Wassim Swaileh

Pages: 10869 - 10881

53) Decentralized Control for Large-Scale Systems With Actuator Faults and External Disturbances: A Data-Driven Method

Author(s): Yan Li, Hao Zhang, Zhuping Wang, Chao Huang, Huaicheng Yan

Pages: 10882 - 10893

54) Collision-Avoiding Flocking With Multiple Fixed-Wing UAVs in Obstacle-Cluttered Environments: A Task-Specific Curriculum- Based MADRL Approach

Author(s): Chao Yan, Chang Wang, Xiaojia Xiang, Kin Huat Low, Xiangke Wang, Xin Xu, Lincheng Shen

Pages: 10894 - 10908

55) Probabilistic Attention Based on Gaussian Processes for Deep Multiple Instance Learning

Author(s): Arne Schmidt, Pablo Morales-Álvarez, Rafael Molina

Pages: 10909 - 10922

56) Convergence and Stability of Optimal Regulation via Generalized N-Step Value Gradient Learning

Author(s): Ding Wang, Mingming Zhao, Mingming Ha, Junfei Qiao

Pages: 10923 - 10934

57) An Adaptive Migration Collaborative Network for Multimodal Image Classification

Author(s): Wenping Ma, Mengru Ma, Licheng Jiao, Fang Liu, Hao Zhu, Xu Liu, Shuyuan Yang, Biao Hou

Pages: 10935 - 10949

58) A Collaborative Neurodynamic Optimization Approach to Distributed Chiller Loading

Author(s): Zhongying Chen, Jun Wang, Qing-Long Han

Pages: 10950 - 10960

59) Robust Switching Time Optimization for Networked Switched Systems via Model Predictive Control

Author(s): Dongxue Peng, Hao Yang, Bin Jiang

Pages: 10961 - 10972

60) Prototype-Guided Memory Replay for Continual Learning

Author(s): Stella Ho, Ming Liu, Lan Du, Longxiang Gao, Yong Xiang

Pages: 10973 - 10983

61) PatchNet: Maximize the Exploration of Congeneric Semantics for Weakly Supervised Semantic Segmentation

Author(s): Ke Zhang, Chen Chen, Chun Yuan, Sihong Chen, Xinfeng Wang, Xin He

Pages: 10984 - 10995

62) Adaptive Filter Pruning via Sensitivity Feedback

Author(s): Yuyao Zhang, Nikolaos M. Freris

Pages: 10996 - 11008

63) Enhanced Results on Sampled-Data Synchronization for Chaotic Neural Networks With Actuator Saturation Using Parameterized Control

Author(s): Seonghyeon Jo, Wookyong Kwon, Sang Jun Lee, Sangmoon Lee, Yongsik Jin

Pages: 11009 - 11023

64) Human-in-the-Loop Consensus Control for Multiagent Systems With External Disturbances

Author(s): Li Ma, Fanglai Zhu, Xudong Zhao

Pages: 11024 - 11034

65) Spatiotemporal Decouple-and-Squeeze Contrastive Learning for Semisupervised Skeleton-Based Action Recognition

Author(s): Binqian Xu, Xiangbo Shu, Jiachao Zhang, Guangzhao Dai, Yan Song

Pages: 11035 - 11048

66) Representation Learning and Reinforcement Learning for Dynamic Complex Motion Planning System

Author(s): Chengmin Zhou, Bingding Huang, Pasi Fränti

Pages: 11049 - 11063

67) Physics-Informed Neural Networks With Weighted Losses by Uncertainty Evaluation for Accurate and Stable Prediction of Manufacturing Systems

Author(s): Jiaqi Hua, Yingguang Li, Changqing Liu, Peng Wan, Xu Liu

Pages: 11064 - 11076

68) K-Means Clustering With Natural Density Peaks for Discovering Arbitrary-Shaped Clusters

Author(s): Dongdong Cheng, Jinlong Huang, Sulan Zhang, Shuyin Xia, Guoyin Wang, Jiang Xie

Pages: 11077 - 11090

69) Bayesian Dictionary Learning on Robust Tubal Transformed Tensor Factorization

Author(s): Qilun Luo, Wen Li, Mingqing Xiao

Pages: 11091 - 11105

70) Fast Discriminant Analysis With Adaptive Reconstruction Structure Preserving

Author(s): Xiaowei Zhao, Feiping Nie, Rong Wang, Xuelong Li

Pages: 11106 - 11115

71) Judgment Prediction Based on Tensor Decomposition With Optimized Neural Networks

Author(s): Xiaoding Guo, Lei Zhang, Zhihong Tian

Pages: 11116 - 11127

72) RL-Chord: CLSTM-Based Melody Harmonization Using Deep Reinforcement Learning

Author(s): Shulei Ji, Xinyu Yang, Jing Luo, Juan Li

Pages: 11128 - 11141

73) Lesion-Decoupling-Based Segmentation With Large-Scale Colon and Esophageal Datasets for Early Cancer Diagnosis

Author(s): Qing Lin, Weimin Tan, Shilun Cai, Bo Yan, Jichun Li, Yunshi Zhong

Pages: 11142 - 11156

74) Augmentation-Free Graph Contrastive Learning of Invariant-Discriminative Representations

Author(s): Haifeng Li, Jun Cao, Jiawei Zhu, Qinyao Luo, Silu He, Xuying Wang

Pages: 11157 - 11167

75) Ensemble Clustering via Co-Association Matrix Self-Enhancement

Author(s): Yuheng Jia, Sirui Tao, Ran Wang, Yongheng Wang

Pages: 11168 - 11179

76) FET-LM: Flow-Enhanced Variational Autoencoder for Topic-Guided Language Modeling

Author(s): Haoqin Tu, Zhongliang Yang, Jinshuai Yang, Linna Zhou, Yongfeng Huang

Pages: 11180 - 11193

77) A Ranking-Based Cross-Entropy Loss for Early Classification of Time Series

Author(s): Chenxi Sun, Hongyan Li, Moxian Song, Shenda Hong

Pages: 11194 - 11203

78) Unambiguous and High-Fidelity Backdoor Watermarking for Deep Neural Networks

Author(s): Guang Hua, Andrew Beng Jin Teoh, Yong Xiang, Hao Jiang

Pages: 11204 - 11217

79) Meta Learning With Graph Attention Networks for Low-Data Drug Discovery

Author(s): Qiujie Lv, Guanxing Chen, Ziduo Yang, Weihe Zhong, Calvin Yu-Chian Chen

Pages: 11218 - 11230

80) Nonfactoid Question Answering as Query-Focused Summarization With Graph-Enhanced Multihop Inference

Author(s): Yang Deng, Wenxuan Zhang, Weiwen Xu, Ying Shen, Wai Lam

Pages: 11231 - 11245

81) Ordinal Regression With Pinball Loss

Author(s): Guangzheng Zhong, Yanshan Xiao, Bo Liu, Liang Zhao, Xiangjun Kong

Pages: 11246 - 11260

82) Hamiltonian Identification via Quantum Ensemble Classification

Author(s): Haixu Yu, Xudong Zhao, Daoyi Dong, Chunlin Chen

Pages: 11261 - 11275

83) DecouplingNet: A Stable Knowledge Distillation Decoupling Net for Fault Detection of Rotating Machines Under Varying Speeds

Author(s): Zhen Shi, Jinglong Chen, Yanyang Zi, Zhenyi Chen

Pages: 11276 - 11290

84) Adversarial Multi-Teacher Distillation for Semi-Supervised Relation Extraction

Author(s): Wanli Li, Tieyun Qian, Xuhui Li, Lixin Zou

Pages: 11291 - 11301

85) Adaptive Weighted Ranking-Oriented Label Distribution Learning

Author(s): Xiuyi Jia, Tian Qin, Yunan Lu, Weiwei Li

Pages: 11302 - 11316

86) One Size Fits All: A Unified Traffic Predictor for Capturing the Essential Spatial–Temporal Dependency

Author(s): Guiyang Luo, Hui Zhang, Quan Yuan, Jinglin Li, Wendong Wang, Fei-Yue Wang

Pages: 11317 - 11331

87) Class-Incremental Learning Method With Fast Update and High Retainability Based on Broad Learning System

Author(s): Jie Du, Peng Liu, Chi-Man Vong, Chuangquan Chen, Tianfu Wang, C. L. Philip Chen

Pages: 11332 - 11345

88) ES-dRNN: A Hybrid Exponential Smoothing and Dilated Recurrent Neural Network Model for Short-Term Load Forecasting

Author(s): Slawek Smyl, Grzegorz Dudek, Paweł Pełka

Pages: 11346 - 11358

89) Human-in-the-Loop Behavior Modeling via an Integral Concurrent Adaptive Inverse Reinforcement Learning

Author(s): Huai-Ning Wu, Mi Wang

Pages: 11359 - 11370

90) Single-Cell RNA-Seq Debiased Clustering via Batch Effect Disentanglement

Author(s): Yunfan Li, Yijie Lin, Peng Hu, Dezhong Peng, Han Luo, Xi Peng

Pages: 11371 - 11381

91) Multiview Subspace Clustering via Low-Rank Symmetric Affinity Graph

Author(s): Wei Lan, Tianchuan Yang, Qingfeng Chen, Shichao Zhang, Yi Dong, Huiyu Zhou, Yi Pan

Pages: 11382 - 11395

92) Deep Double Incomplete Multi-View Multi-Label Learning With Incomplete Labels and Missing Views

Author(s): Jie Wen, Chengliang Liu, Shijie Deng, Yicheng Liu, Lunke Fei, Ke Yan, Yong Xu

Pages: 11396 - 11408

93) HPRN: Holistic Prior-Embedded Relation Network for Spectral Super-Resolution

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

Pages: 11409 - 11423

94) Fusion PCAM R-CNN of Automatic Segmentation for Magnetic Flux Leakage Defects

Author(s): Zhujun Wang, Lijian Yang, Tianhe Sun, Weizhe Yan

Pages: 11424 - 11435

95) Efficient Multi-View Clustering via Unified and Discrete Bipartite Graph Learning

Author(s): Si-Guo Fang, Dong Huang, Xiao-Sha Cai, Chang-Dong Wang, Chaobo He, Yong Tang

Pages: 11436 - 11447

96) M2DCapsN: Multimodal, Multichannel, and Dual-Step Capsule Network for Natural Language Moment Localization

Author(s): Nayu Liu, Xian Sun, Hongfeng Yu, Fanglong Yao, Guangluan Xu, Kun Fu

Pages: 11448 - 11462

97) Output Regularization With Cluster-Based Soft Targets

Author(s): Jian-Ping Mei, Wenhao Qiu, Defang Chen, Rui Yan, Jing Fan

Pages: 11463 - 11474

98) Bilaterally Normalized Scale-Consistent Sinkhorn Distance for Few-Shot Image Classification

Author(s): Yanbin Liu, Linchao Zhu, Xiaohan Wang, Makoto Yamada, Yi Yang

Pages: 11475 - 11485

99) PlaneSeg: Building a Plug-In for Boosting Planar Region Segmentation

Author(s): Zhicheng Zhang, Song Chen, Zichuan Wang, Jufeng Yang

Pages: 11486 - 11500

100) One-Stage Shifted Laplacian Refining for Multiple Kernel Clustering

Author(s): Jiali You, Zhenwen Ren, F. Richard Yu, Xiaojian You

Pages: 11501 - 11513

101) Cross-Scene Joint Classification of Multisource Data With Multilevel Domain Adaption Network

Author(s): Mengmeng Zhang, Xudong Zhao, Wei Li, Yuxiang Zhang, Ran Tao, Qian Du

Pages: 11514 - 11526

102) Neural Observer With Lyapunov Stability Guarantee for Uncertain Nonlinear Systems

Author(s): Song Chen, Shengze Cai, Tehuan Chen, Chao Xu, Jian Chu

Pages: 11527 - 11541

103) Discovering Ancestral Instrumental Variables for Causal Inference From Observational Data

Author(s): Debo Cheng, Jiuyong Li, Lin Liu, Kui Yu, Thuc Duy Le, Jixue Liu

Pages: 11542 - 11552

104) Learning Multi-Agent Cooperation via Considering Actions of Teammates

Author(s): Shanqi Liu, Weiwei Liu, Wenzhou Chen, Guanzhong Tian, Jun Chen, Yao Tong, Junjie Cao, Yong Liu

Pages: 11553 - 11564

105) Neural Network-Based Fixed-Time Tracking and Containment Control of Second-Order Heterogeneous Nonlinear Multiagent Systems

Author(s): Chongyang Chen, Yiyan Han, Song Zhu, Zhigang Zeng

Pages: 11565 - 11579

106) Position-Aware Relational Transformer for Knowledge Graph Embedding

Author(s): Guangyao Li, Zequn Sun, Wei Hu, Gong Cheng, Yuzhong Qu

Pages: 11580 - 11594

107) CATRO: Channel Pruning via Class-Aware Trace Ratio Optimization

Author(s): Wenzheng Hu, Zhengping Che, Ning Liu, Mingyang Li, Jian Tang, Changshui Zhang, Jianqiang Wang

Pages: 11595 - 11607

108) The GroupMax Neural Network Approximation of Convex Functions

Author(s): Xavier Warin

Pages: 11608 - 11612

109) Decentralized H2 Control for Discrete-Time Networked Systems With Positivity Constraint

Author(s): Jason J. R. Liu, Ka-Wai Kwok, James Lam

Pages: 11613 - 11619

110) Central-Smoothing Hypergraph Neural Networks for Predicting Drug–Drug Interactions

Author(s): Duc Anh Nguyen, Canh Hao Nguyen, Hiroshi Mamitsuka

Pages: 11620 - 11625