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IEEE Transactions on Neural Networks and Learning Systems, Volume 33
Volume 33, Number 1, January 2022
- Yongduan Song
:
Editorial. 2 - Ahmad Chaddad
, Lama Hassan, Christian Desrosiers
:
Deep Radiomic Analysis for Predicting Coronavirus Disease 2019 in Computerized Tomography and X-Ray Images. 3-11 - Ruxin Wang
, Chaojie Ji
, Yuxiao Zhang, Ye Li
:
Focus, Fusion, and Rectify: Context-Aware Learning for COVID-19 Lung Infection Segmentation. 12-24 - Xiongbo Wan
, Yongzhi Li, Yuqing Li, Min Wu
:
Finite-Time H∞ State Estimation for Two-Time-Scale Complex Networks Under Stochastic Communication Protocol. 25-36 - Jiasen Wang
, Jun Wang
:
Two-Timescale Multilayer Recurrent Neural Networks for Nonlinear Programming. 37-47 - Dong Shen
, Xinghuo Yu
:
Learning Tracking Over Unknown Fading Channels Based on Iterative Estimation. 48-60 - Sara Kamali, Seyyed Mostafa Tabatabaei, Mohammad Mehdi Arefi
, Shen Yin
:
Prescribed Performance Quantized Tracking Control for a Class of Delayed Switched Nonlinear Systems With Actuator Hysteresis Using a Filter-Connected Switched Hysteretic Quantizer. 61-74 - Zhiwen Yu
, Fengxu Ye, Kaixiang Yang
, Wenming Cao, C. L. Philip Chen
, Lianglun Cheng, Jane You
, Hau-San Wong
:
Semisupervised Classification With Novel Graph Construction for High-Dimensional Data. 75-88 - Nuha Zamzami
, Nizar Bouguila
:
Sparse Count Data Clustering Using an Exponential Approximation to Generalized Dirichlet Multinomial Distributions. 89-102 - Jiaxu Cui
, Bo Yang
, Bingyi Sun, Xia Hu
, Jiming Liu
:
Scalable and Parallel Deep Bayesian Optimization on Attributed Graphs. 103-116 - Yi Zhu
, Xiwen Liang
, Bingqian Lin
, Qixiang Ye
, Jianbin Jiao
, Liang Lin
, Xiaodan Liang
:
Configurable Graph Reasoning for Visual Relationship Detection. 117-129 - Liyong Fu
, Zechao Li
, Qiaolin Ye
, Hang Yin, Qingwang Liu
, Xiaobo Chen
, Xijian Fan
, Wankou Yang
, Guowei Yang
:
Learning Robust Discriminant Subspace Based on Joint L₂, ₚ- and L₂, ₛ-Norm Distance Metrics. 130-144 - Haoran Wang
, Licheng Jiao
, Shuyuan Yang
, Lingling Li, Zexin Wang:
Simple and Effective: Spatial Rescaling for Person Reidentification. 145-156 - Shuhua Gao
, Changkai Sun
, Cheng Xiang
, Kairong Qin, Tong Heng Lee
:
Finite-Horizon Optimal Control of Boolean Control Networks: A Unified Graph-Theoretical Approach. 157-171 - Lu Yi
, Man-Wai Mak
:
Improving Speech Emotion Recognition With Adversarial Data Augmentation Network. 172-184 - Jianglin Lu
, Zhihui Lai
, Hailing Wang, Yudong Chen, Jie Zhou
, Linlin Shen
:
Generalized Embedding Regression: A Framework for Supervised Feature Extraction. 185-199 - Di Lin
, Yi Wang
, Lingyu Liang, Ping Li
, C. L. Philip Chen
:
Deep LSAC for Fine-Grained Recognition. 200-214 - Xiaofeng Cao
, Ivor W. Tsang
:
Shattering Distribution for Active Learning. 215-228 - Charles K. Chui, Shao-Bo Lin
, Bo Zhang, Ding-Xuan Zhou
:
Realization of Spatial Sparseness by Deep ReLU Nets With Massive Data. 229-243 - Maoguo Gong
, Jia Liu, Hao Li
, Yu Xie
, Zedong Tang:
Disentangled Representation Learning for Multiple Attributes Preserving Face Deidentification. 244-256 - Ting-Bing Xu
, Cheng-Lin Liu
:
Deep Neural Network Self-Distillation Exploiting Data Representation Invariance. 257-269 - Jinna Li
, Jinliang Ding
, Tianyou Chai
, Frank L. Lewis
, Sarangapani Jagannathan
:
Adaptive Interleaved Reinforcement Learning: Robust Stability of Affine Nonlinear Systems With Unknown Uncertainty. 270-280 - Adín Ramírez Rivera
, Adil Khan
, Imad Eddine Ibrahim Bekkouch
, Taimoor Shakeel Sheikh
:
Anomaly Detection Based on Zero-Shot Outlier Synthesis and Hierarchical Feature Distillation. 281-291 - Yi Zhang, Lulu Wang
, Richard C. Wilson
, Kai Liu:
An R-Convolution Graph Kernel Based on Fast Discrete-Time Quantum Walk. 292-303 - Guoxian Yu
, Xuanwu Liu, Jun Wang
, Carlotta Domeniconi, Xiangliang Zhang
:
Flexible Cross-Modal Hashing. 304-314 - Jianghong Ma
, Tommy W. S. Chow
:
Topic-Based Instance and Feature Selection in Multilabel Classification. 315-329 - Hong Hui Tan
, King Hann Lim
:
Two-Phase Switching Optimization Strategy in Deep Neural Networks. 330-339 - Lin Yang
, Wentao Fan
, Nizar Bouguila
:
Clustering Analysis via Deep Generative Models With Mixture Models. 340-350 - Shruti Sharma
, Santanu Chaudhury, Jayadeva
:
Block Sparse Variational Bayes Regression Using Matrix Variate Distributions With Application to SSVEP Detection. 351-365 - Seunghyun Lee
, Byung Cheol Song
:
Knowledge Transfer via Decomposing Essential Information in Convolutional Neural Networks. 366-377 - Kui Jiang
, Zhongyuan Wang
, Peng Yi
, Tao Lu
, Junjun Jiang
, Zixiang Xiong
:
Dual-Path Deep Fusion Network for Face Image Hallucination. 378-391 - Tianyue Zhang
, Furao Shen
, Tao Zhu, Jian Zhao
:
An Evolutionary Orthogonal Component Analysis Method for Incremental Dimensionality Reduction. 392-405 - Hong-Bing Zeng
, Zheng-Liang Zhai
, Huaicheng Yan
, Wei Wang
:
A New Looped Functional to Synchronize Neural Networks With Sampled-Data Control. 406-415 - Qifeng Lin
, Jianhui Zhao
, Gang Fu, Zhiyong Yuan
:
CRPN-SFNet: A High-Performance Object Detector on Large-Scale Remote Sensing Images. 416-429 - Honggang Chen
, Xiaohai He
, Hong Yang, Linbo Qing
, Qizhi Teng:
A Feature-Enriched Deep Convolutional Neural Network for JPEG Image Compression Artifacts Reduction and its Applications. 430-444 - Xia Wang
, Bin Xu
, Peng Shi
, Shuai Li
:
Efficient Learning Control of Uncertain Fractional-Order Chaotic Systems With Disturbance. 445-450
Volume 33, Number 2, February 2022
- Jiageng Wu
, Yang Yan
, Dong-Xu Zhang
, Bo-Wen Liu, Qing-Bing Zheng, Xiao-Liang Xie
, Shi-Qi Liu, Shengxiang Ge, Zeng-Guang Hou
, Ning-Shao Xia
:
Machine Learning for Structure Determination in Single-Particle Cryo-Electron Microscopy: A Systematic Review. 452-472 - Sicheng Zhao
, Xiangyu Yue
, Shanghang Zhang
, Bo Li, Han Zhao
, Bichen Wu, Ravi Krishna, Joseph E. Gonzalez
, Alberto L. Sangiovanni-Vincentelli
, Sanjit A. Seshia, Kurt Keutzer
:
A Review of Single-Source Deep Unsupervised Visual Domain Adaptation. 473-493 - Shaoxiong Ji
, Shirui Pan
, Erik Cambria
, Pekka Marttinen
, Philip S. Yu
:
A Survey on Knowledge Graphs: Representation, Acquisition, and Applications. 494-514 - Mrutyunjaya Sahani
, Pradipta Kishore Dash
:
FPGA-Based Semisupervised Multifusion RDCNN of Process Robust VMD Data With Online Kernel RVFLN for Power Quality Events Recognition. 515-527 - Liu Yang
, George Em Karniadakis
:
Potential Flow Generator With L2 Optimal Transport Regularity for Generative Models. 528-538 - Jin Chen
, Xinxiao Wu
, Lixin Duan, Shenghua Gao
:
Domain Adversarial Reinforcement Learning for Partial Domain Adaptation. 539-553 - Jinwoo Kim
, Heeseok Oh
, Woojae Kim
, Seonghwa Choi, Wookho Son, Sanghoon Lee
:
A Deep Motion Sickness Predictor Induced by Visual Stimuli in Virtual Reality. 554-566 - Masaki Kobayashi
:
Noise-Robust Projection Rule for Rotor and Matrix-Valued Hopfield Neural Networks. 567-576 - Ning Gong
, Nianmin Yao
, Shun Guo
:
Seeds: Sampling-Enhanced Embeddings. 577-586 - Yang Shi
, Long Jin
, Shuai Li, Jian Li
, Jipeng Qiang
, Dimitrios Gerontitis:
Novel Discrete-Time Recurrent Neural Networks Handling Discrete-Form Time-Variant Multi-Augmented Sylvester Matrix Problems and Manipulator Application. 587-599 - Changde Du, Changying Du
, Lijie Huang, Haibao Wang, Huiguang He
:
Structured Neural Decoding With Multitask Transfer Learning of Deep Neural Network Representations. 600-614 - Zhengtai Xie
, Long Jin
, Xin Luo
, Zhongbo Sun
, Mei Liu
:
RNN for Repetitive Motion Generation of Redundant Robot Manipulators: An Orthogonal Projection-Based Scheme. 615-628 - Jian Liu
, Xiaoe Ruan
, Yuanshi Zheng
:
Iterative Learning Control for Discrete-Time Systems With Full Learnability. 629-643 - Qiang Hu
, Hao Zhang, Feifei Gao
, Chengwen Xing, Jianping An
:
Analysis on the Number of Linear Regions of Piecewise Linear Neural Networks. 644-653 - Cheng Liu, Wenming Cao
, Si Wu
, Wenjun Shen, Dazhi Jiang
, Zhiwen Yu
, Hau-San Wong
:
Asymmetric Graph-Guided Multitask Survival Analysis With Self-Paced Learning. 654-666 - Xiuyu Zhang
, Bin Li, Zhi Li
, Chenguang Yang
, Xinkai Chen
, Chun-Yi Su
:
Adaptive Neural Digital Control of Hysteretic Systems With Implicit Inverse Compensator and Its Application on Magnetostrictive Actuator. 667-680 - Hao Fu
, Xin Chen
, Wei Wang
, Min Wu
:
Observer-Based Adaptive Synchronization Control of Unknown Discrete-Time Nonlinear Heterogeneous Systems. 681-693 - Guibing Guo
, Huan Zhou
, Bowei Chen
, Zhirong Liu, Xiao Xu
, Xu Chen
, Zhenhua Dong, Xiuqiang He:
IPGAN: Generating Informative Item Pairs by Adversarial Sampling. 694-706 - Jingwei Xin
, Jie Li, Xinrui Jiang, Nannan Wang
, Heng Huang
, Xinbo Gao
:
Wavelet-Based Dual Recursive Network for Image Super-Resolution. 707-720 - Zhengjue Wang
, Bo Chen
, Hao Zhang
, Hongwei Liu
:
Unsupervised Hyperspectral and Multispectral Images Fusion Based on Nonlinear Variational Probabilistic Generative Model. 721-735 - Dan Yang
, Xiaodi Li
, Shiji Song
:
Finite-Time Synchronization for Delayed Complex Dynamical Networks With Synchronizing or Desynchronizing Impulses. 736-746 - Heng-Chao Li
, Wen-Shuai Hu
, Wei Li
, Jun Li
, Qian Du
, Antonio Plaza
:
A3 CLNN: Spatial, Spectral and Multiscale Attention ConvLSTM Neural Network for Multisource Remote Sensing Data Classification. 747-761 - Yaran Chen, Haoran Li
, Ruiyuan Gao
, Dongbin Zhao
:
Boost 3-D Object Detection via Point Clouds Segmentation and Fused 3-D GIoU-L₁ Loss. 762-773 - Sheng Wu
, Wei-Shi Zheng
:
Semisupervised Feature Learning by Deep Entropy-Sparsity Subspace Clustering. 774-788 - Yajun Zhang
, Hong Niu
, Jinmei Tao
, Xusheng Li
:
Novel Data and Neural Network-Based Nonlinear Adaptive Switching Control Method. 789-797 - Liangli Zhen
, Peng Hu
, Xi Peng
, Rick Siow Mong Goh, Joey Tianyi Zhou
:
Deep Multimodal Transfer Learning for Cross-Modal Retrieval. 798-810 - Yunfei Zheng
, Badong Chen
, Shiyuan Wang
, Weiqun Wang
, Wei Qin:
Mixture Correntropy-Based Kernel Extreme Learning Machines. 811-825 - Kai Li
, Zhengming Ding, Kunpeng Li
, Yulun Zhang
, Yun Fu
:
Vehicle and Person Re-Identification With Support Neighbor Loss. 826-838 - Junjun Jiang
, Jiayi Ma
, Xianming Liu
:
Multilayer Spectral-Spatial Graphs for Label Noisy Robust Hyperspectral Image Classification. 839-852 - Yongchao Liu
, Qidan Zhu, Guoxing Wen
:
Adaptive Tracking Control for Perturbed Strict-Feedback Nonlinear Systems Based on Optimized Backstepping Technique. 853-865 - Xin Jin, Yanping Xie, Xiu-Shen Wei
, Borui Zhao, Yongshun Zhang, Xiaoyang Tan
, Yang Yu:
A Lightweight Encoder-Decoder Path for Deep Residual Networks. 866-878 - Qinglai Wei
, Liao Zhu, Ruizhuo Song
, Pinjia Zhang
, Derong Liu
, Jun Xiao
:
Model-Free Adaptive Optimal Control for Unknown Nonlinear Multiplayer Nonzero-Sum Game. 879-892 - Mingrui Zhu
, Jie Li, Nannan Wang
, Xinbo Gao
:
Knowledge Distillation for Face Photo-Sketch Synthesis. 893-906
Volume 33, Number 3, March 2022
- Deheng Ye
, Guibin Chen, Peilin Zhao, Fuhao Qiu, Bo Yuan, Wen Zhang, Sheng Chen
, Mingfei Sun, Xiaoqian Li, Siqin Li, Jing Liang, Zhenjie Lian, Bei Shi, Liang Wang, Tengfei Shi, Qiang Fu, Wei Yang, Lanxiao Huang:
Supervised Learning Achieves Human-Level Performance in MOBA Games: A Case Study of Honor of Kings. 908-918 - Arne Traue, Gerrit Book
, Wilhelm Kirchgässner
, Oliver Wallscheid
:
Toward a Reinforcement Learning Environment Toolbox for Intelligent Electric Motor Control. 919-928 - Hao-Hsuan Chang
, Lingjia Liu
, Yang Yi
:
Deep Echo State Q-Network (DEQN) and Its Application in Dynamic Spectrum Sharing for 5G and Beyond. 929-939 - Rudrasis Chakraborty
, Yifei Xing
, Stella X. Yu
:
SurReal: Complex-Valued Learning as Principled Transformations on a Scaling and Rotation Manifold. 940-951 - Ali Kazemy
, James Lam
, Xian-Ming Zhang
:
Event-Triggered Output Feedback Synchronization of Master-Slave Neural Networks Under Deception Attacks. 952-961 - Rui Zhang
, Bin Xu
, Peng Shi
:
Output Feedback Control of Micromechanical Gyroscopes Using Neural Networks and Disturbance Observer. 962-972 - Zhipeng Tan
, Jing Chen
, Qi Kang
, Mengchu Zhou
, Abdullah Abusorrah
, Khaled Sedraoui:
Dynamic Embedding Projection-Gated Convolutional Neural Networks for Text Classification. 973-982 - Hong Huang
, Yu Song
, Yao Wu, Jia Shi, Xia Xie
, Hai Jin
:
Multitask Representation Learning With Multiview Graph Convolutional Networks. 983-995 - Giuseppe Carlo Calafiore
, Giulia Fracastoro
:
Sparse ℓ1- and ℓ2-Center Classifiers. 996-1009 - Yiming Jiang
, Yaonan Wang
, Zhiqiang Miao
, Jing Na
, Zhijia Zhao
, Chenguang Yang
:
Composite-Learning-Based Adaptive Neural Control for Dual-Arm Robots With Relative Motion. 1010-1021 - Tatsuya Yokota
, Hidekata Hontani, Qibin Zhao
, Andrzej Cichocki
:
Manifold Modeling in Embedded Space: An Interpretable Alternative to Deep Image Prior. 1022-1036 - Lu Li
, Wei Li
, Ying Qu
, Chunhui Zhao, Ran Tao
, Qian Du
:
Prior-Based Tensor Approximation for Anomaly Detection in Hyperspectral Imagery. 1037-1050 - Zhaohui Che
, Ali Borji
, Guangtao Zhai
, Suiyi Ling
, Jing Li, Xiongkuo Min
, Guodong Guo
, Patrick Le Callet
:
SMGEA: A New Ensemble Adversarial Attack Powered by Long-Term Gradient Memories. 1051-1065 - Qi Wang
, Tao Han
, Zequn Qin, Junyu Gao, Xuelong Li
:
Multitask Attention Network for Lane Detection and Fitting. 1066-1078 - Zhiwen Fang
, Jiafei Liang
, Joey Tianyi Zhou
, Yang Xiao
, Feng Yang
:
Anomaly Detection With Bidirectional Consistency in Videos. 1079-1092 - David Haldimann
, Marco Guerriero
, Yannick Maret
, Nunzio Bonavita
, Gregorio Ciarlo, Marta Sabbadin:
A Scalable Algorithm for Identifying Multiple-Sensor Faults Using Disentangled RNNs. 1093-1106 - Wei Tao
, Gao-wei Wu, Qing Tao
:
Momentum Acceleration in the Individual Convergence of Nonsmooth Convex Optimization With Constraints. 1107-1118 - Jun Li
, Hongfu Liu
, Zhiqiang Tao
, Handong Zhao, Yun Fu
:
Learnable Subspace Clustering. 1119-1133 - Qiang Yu
, Shiming Song
, Chenxiang Ma
, Linqiang Pan
, Kay Chen Tan
:
Synaptic Learning With Augmented Spikes. 1134-1146 - Zan Gao
, Leming Guo
, Tongwei Ren
, An-An Liu
, Zhiyong Cheng
, Shengyong Chen
:
Pairwise Two-Stream ConvNets for Cross-Domain Action Recognition With Small Data. 1147-1161 - Jinjin Xu, Wenli Du
, Yaochu Jin
, Wangli He
, Ran Cheng
:
Ternary Compression for Communication-Efficient Federated Learning. 1162-1176 - Zhen Xiang
, David J. Miller
, George Kesidis:
Detection of Backdoors in Trained Classifiers Without Access to the Training Set. 1177-1191 - Shaohua Luo
, Frank L. Lewis
, Yongduan Song
, Hassen M. Ouakad
:
Optimal Synchronization of Unidirectionally Coupled FO Chaotic Electromechanical Devices With the Hierarchical Neural Network. 1192-1202 - Xin Luo
, Zhigang Liu
, Long Jin
, Yue Zhou, Mengchu Zhou
:
Symmetric Nonnegative Matrix Factorization-Based Community Detection Models and Their Convergence Analysis. 1203-1215 - Yimeng Qi
, Long Jin
, Xin Luo
, MengChu Zhou
:
Recurrent Neural Dynamics Models for Perturbed Nonstationary Quadratic Programs: A Control-Theoretical Perspective. 1216-1227 - Yuanheng Zhu
, Dongbin Zhao
:
Online Minimax Q Network Learning for Two-Player Zero-Sum Markov Games. 1228-1241 - Shiliang Sun
, Ziang Dong, Jing Zhao
:
Conditional Random Fields for Multiview Sequential Data Modeling. 1242-1253 - Chao Zhang
, Huaxiong Li
, Yuhua Qian
, Chunlin Chen
, Xianzhong Zhou
:
Locality-Constrained Discriminative Matrix Regression for Robust Face Identification. 1254-1268 - Hongyan Zhang, Yue Liao, Honghai Yang, Guangyi Yang
, Liangpei Zhang:
A Local-Global Dual-Stream Network for Building Extraction From Very-High-Resolution Remote Sensing Images. 1269-1283 - JunKyu Lee
, Dimitrios S. Nikolopoulos
, Hans Vandierendonck
:
Mixed-Precision Kernel Recursive Least Squares. 1284-1298 - Chun Wai Chiu
, Leandro L. Minku
:
A Diversity Framework for Dealing With Multiple Types of Concept Drift Based on Clustering in the Model Space. 1299-1309 - Yupei Zheng
, Xin Yu
, Miaomiao Liu
, Shunli Zhang
:
Single-Image Deraining via Recurrent Residual Multiscale Networks. 1310-1323 - Wendyam Eric Lionel Ilboudo
, Taisuke Kobayashi
, Kenji Sugimoto
:
Robust Stochastic Gradient Descent With Student-t Distribution Based First-Order Momentum. 1324-1337 - Nunzio A. Letizia
, Andrea M. Tonello
:
Segmented Generative Networks: Data Generation in the Uniform Probability Space. 1338-1347 - Jun Chen, Xian-Ming Zhang
, Ju H. Park
, Shengyuan Xu
:
Improved Stability Criteria for Delayed Neural Networks Using a Quadratic Function Negative-Definiteness Approach. 1348-1354 - Rui Zhang
, Yunxing Zhang
, Xuelong Li
:
Unsupervised Feature Selection via Adaptive Graph Learning and Constraint. 1355-1362
Volume 33, Number 4, April 2022
- Ardi Tampuu
, Tambet Matiisen
, Maksym Semikin, Dmytro Fishman, Muhammad Naveed
:
A Survey of End-to-End Driving: Architectures and Training Methods. 1364-1384 - Seok-Beom Roh
, Sung-Kwun Oh
, Witold Pedrycz
, Zunwei Fu
:
Dynamically Generated Hierarchical Neural Networks Designed With the Aid of Multiple Support Vector Regressors and PNN Architecture With Probabilistic Selection. 1385-1399