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ORCIDIEEE Transactions on Neural Networks and Learning Systems, Volume 32
Volume 32, Number 1, January 2021
- Haibo He:
Editorial: Staying Healthy and Strong Together. 2-3 - Zonghan Wu
, Shirui Pan, Fengwen Chen, Guodong Long, Chengqi Zhang, Philip S. Yu:
A Comprehensive Survey on Graph Neural Networks. 4-24 - Hanting Chen, Yunhe Wang, Chang Xu, Chao Xu, Dacheng Tao:
Learning Student Networks via Feature Embedding. 25-35 - Hangjun Che, Jun Wang:
A Two-Timescale Duplex Neurodynamic Approach to Mixed-Integer Optimization. 36-48 - Min Yang, Weiyi Huang, Wenting Tu, Qiang Qu, Ying Shen, Kai Lei:
Multitask Learning and Reinforcement Learning for Personalized Dialog Generation: An Empirical Study. 49-62 - Lanfan Jiang, Wenxing Zhu:
Iterative Weighted Group Thresholding Method for Group Sparse Recovery. 63-76 - Hao Xue, Du Q. Huynh, Mark Reynolds:
PoPPL: Pedestrian Trajectory Prediction by LSTM With Automatic Route Class Clustering. 77-90 - Xiong Yang, Qinglai Wei:
Adaptive Critic Learning for Constrained Optimal Event-Triggered Control With Discounted Cost. 91-104 - Zhenyuan Guo, Shiqin Wang, Jun Wang:
Global Exponential Synchronization of Coupled Delayed Memristive Neural Networks With Reaction-Diffusion Terms via Distributed Pinning Controls. 105-116 - Yuanyuan Gao, Yuxin Wen, Jianguo Wu:
A Neural Network-Based Joint Prognostic Model for Data Fusion and Remaining Useful Life Prediction. 117-127 - Ziv Katzir, Yuval Elovici:
Gradients Cannot Be Tamed: Behind the Impossible Paradox of Blocking Targeted Adversarial Attacks. 128-138 - Gan Sun, Yang Cong, Yulun Zhang, Guoshuai Zhao, Yun Fu:
Continual Multiview Task Learning via Deep Matrix Factorization. 139-150 - Manman Yuan, Weiping Wang, Zhen Wang, Xiong Luo, Jürgen Kurths:
Exponential Synchronization of Delayed Memristor-Based Uncertain Complex-Valued Neural Networks for Image Protection. 151-165 - Linhai Xie, Yishu Miao, Sen Wang, Phil Blunsom, Zhihua Wang, Changhao Chen, Andrew Markham, Niki Trigoni:
Learning With Stochastic Guidance for Robot Navigation. 166-176 - Fanghai Zhang, Zhigang Zeng:
Multistability of Fractional-Order Neural Networks With Unbounded Time-Varying Delays. 177-187 - Wei Pu, Xiaodong Wang, Junjie Wu, Yulin Huang, Jianyu Yang:
Video SAR Imaging Based on Low-Rank Tensor Recovery. 188-202 - Gang Wang, Yufei Chen:
SCM: Spatially Coherent Matching With Gaussian Field Learning for Nonrigid Point Set Registration. 203-213 - Qingyan Duan, Lei Zhang:
Look More Into Occlusion: Realistic Face Frontalization and Recognition With BoostGAN. 214-228 - Peng Liu, Jun Wang, Zhenyuan Guo:
Multiple and Complete Stability of Recurrent Neural Networks With Sinusoidal Activation Function. 229-240 - Chi Huang, Jianquan Lu, Guisheng Zhai, Jinde Cao, Guoping Lu, Matjaz Perc:
Stability and Stabilization in Probability of Probabilistic Boolean Networks. 241-251 - Yong-Goo Shin, Min-Cheol Sagong, Yoon-Jae Yeo, Seung-Wook Kim, Sung-Jea Ko:
PEPSI++: Fast and Lightweight Network for Image Inpainting. 252-265 - Qing Tian, Meng Cao, Songcan Chen, Hujun Yin:
Structure-Exploiting Discriminative Ordinal Multioutput Regression. 266-280 - Fengzhen Tang, Mengling Fan, Peter Tiño:
Generalized Learning Riemannian Space Quantization: A Case Study on Riemannian Manifold of SPD Matrices. 281-292 - Anjin Liu, Jie Lu, Guangquan Zhang:
Diverse Instance-Weighting Ensemble Based on Region Drift Disagreement for Concept Drift Adaptation. 293-307 - Yongbin Yu, Xiangxiang Wang, Shouming Zhong, Nijing Yang, Tashi Nyima:
Extended Robust Exponential Stability of Fuzzy Switched Memristive Inertial Neural Networks With Time-Varying Delays on Mode-Dependent Destabilizing Impulsive Control Protocol. 308-321 - Zhiqiang Gong, Ping Zhong, Weidong Hu:
Statistical Loss and Analysis for Deep Learning in Hyperspectral Image Classification. 322-333 - Zhenxing Zheng, Gaoyun An, Dapeng Wu, Qiuqi Ruan:
Global and Local Knowledge-Aware Attention Network for Action Recognition. 334-347 - Zhaodong Chen, Lei Deng, Guoqi Li, Jiawei Sun, Xing Hu, Ling Liang, Yufei Ding, Yuan Xie:
Effective and Efficient Batch Normalization Using a Few Uncorrelated Data for Statistics Estimation. 348-362 - Kaixuan Wei, Ying Fu, Hua Huang:
3-D Quasi-Recurrent Neural Network for Hyperspectral Image Denoising. 363-375 - Chenying Liu, Jun Li, Lin He, Antonio Plaza, Shutao Li, Bo Li:
Naive Gabor Networks for Hyperspectral Image Classification. 376-390 - Caoyuan Li, Hong-Bo Xie, Xuhui Fan, Richard Yi Da Xu, Sabine Van Huffel, Kerrie L. Mengersen:
Kernelized Sparse Bayesian Matrix Factorization. 391-404 - Ankush Chakrabarty, Devesh K. Jha, Gregery T. Buzzard, Yebin Wang, Kyriakos G. Vamvoudakis:
Safe Approximate Dynamic Programming via Kernelized Lipschitz Estimation. 405-419 - Maoguo Gong, Jia Liu, A. Kai Qin, Kun Zhao, Kay Chen Tan:
Evolving Deep Neural Networks via Cooperative Coevolution With Backpropagation. 420-434 - Shujian Yu, Kristoffer Wickstrøm, Robert Jenssen, José C. Príncipe:
Understanding Convolutional Neural Networks With Information Theory: An Initial Exploration. 435-442 - Xuelong Li, Rui Zhang, Qi Wang, Hongyuan Zhang:
Autoencoder Constrained Clustering With Adaptive Neighbors. 443-449 - Rui Zhang, Xuelong Li, Tong Wu, Yi Zhao:
Data Clustering via Uncorrelated Ridge Regression. 450-456 - Aleksandr Cariow, Galina Cariowa:
Fast Algorithms for Quaternion-Valued Convolutional Neural Networks. 457-462
Volume 32, Number 2, February 2021
- Vasile Palade, Stefan Wermter, Ariel Ruiz-Garcia, Antônio de Pádua Braga, Clive Cheong Took:
Guest Editorial: Special Issue on Deep Representation and Transfer Learning for Smart and Connected Health. 464-465 - Fan Zhou, Changjian Shui, Mahdieh Abbasi, Louis-Émile Robitaille, Boyu Wang, Christian Gagné:
Task Similarity Estimation Through Adversarial Multitask Neural Network. 466-480 - Yun Gu, Khushi Vyas, Mali Shen, Jie Yang, Guang-Zhong Yang:
Deep Graph-Based Multimodal Feature Embedding for Endomicroscopy Image Retrieval. 481-492 - Chengjin Yu, Zhifan Gao, Weiwei Zhang, Guang Yang, Shu Zhao, Heye Zhang, Yanping Zhang, Shuo Li:
Multitask Learning for Estimating Multitype Cardiac Indices in MRI and CT Based on Adversarial Reverse Mapping. 493-506 - Khan Muhammad, Salman Khan, Javier Del Ser, Victor Hugo C. de Albuquerque:
Deep Learning for Multigrade Brain Tumor Classification in Smart Healthcare Systems: A Prospective Survey. 507-522 - Xiaomeng Li, Lequan Yu, Hao Chen, Chi-Wing Fu, Lei Xing, Pheng-Ann Heng:
Transformation-Consistent Self-Ensembling Model for Semisupervised Medical Image Segmentation. 523-534 - He Zhao, Qingqing Zheng, Kai Ma, Huiqi Li, Yefeng Zheng:
Deep Representation-Based Domain Adaptation for Nonstationary EEG Classification. 535-545 - Xiao Gu, Yao Guo, Fani Deligianni, Benny Lo, Guang-Zhong Yang:
Cross-Subject and Cross-Modal Transfer for Generalized Abnormal Gait Pattern Recognition. 546-560 - Qin Song, Yu-Jun Zheng, Wei-Guo Sheng, Jun Yang:
Tridirectional Transfer Learning for Predicting Gastric Cancer Morbidity. 561-574 - Zixia Zhou, Yi Guo, Yuanyuan Wang:
Handheld Ultrasound Video High-Quality Reconstruction Using a Low-Rank Representation Multipathway Generative Adversarial Network. 575-588 - Jingyuan Sun, Shaonan Wang, Jiajun Zhang, Chengqing Zong:
Neural Encoding and Decoding With Distributed Sentence Representations. 589-603 - Daniel W. Otter, Julian R. Medina, Jugal K. Kalita:
A Survey of the Usages of Deep Learning for Natural Language Processing. 604-624 - Qiang Yu, Yanli Yao, Longbiao Wang, Huajin Tang, Jianwu Dang, Kay Chen Tan:
Robust Environmental Sound Recognition With Sparse Key-Point Encoding and Efficient Multispike Learning. 625-638 - Yan Liu, Guang-Hong Yang:
Neural Learning-Based Fixed-Time Consensus Tracking Control for Nonlinear Multiagent Systems With Directed Communication Networks. 639-652 - Guowei Dong, Hongyi Li, Hui Ma, Renquan Lu:
Finite-Time Consensus Tracking Neural Network FTC of Multi-Agent Systems. 653-662 - Xiangbo Shu, Liyan Zhang, Yunlian Sun, Jinhui Tang:
Host-Parasite: Graph LSTM-in-LSTM for Group Activity Recognition. 663-674 - Mohammad Sabokrou, Mahmood Fathy, Guoying Zhao, Ehsan Adeli:
Deep End-to-End One-Class Classifier. 675-684 - Ibrahim Karabayir, Oguz Akbilgic, Nihat Tas:
A Novel Learning Algorithm to Optimize Deep Neural Networks: Evolved Gradient Direction Optimizer (EVGO). 685-694 - Li-Bing Wu, Ju H. Park, Xiangpeng Xie, Yajuan Liu:
Neural Network Adaptive Tracking Control of Uncertain MIMO Nonlinear Systems With Output Constraints and Event-Triggered Inputs. 695-707 - Haitao Liu, Yew-Soon Ong, Jianfei Cai:
Large-Scale Heteroscedastic Regression via Gaussian Process. 708-721 - Lin Wu, Yang Wang, Junbin Gao, Meng Wang, Zheng-Jun Zha, Dacheng Tao:
Deep Coattention-Based Comparator for Relative Representation Learning in Person Re-Identification. 722-735 - Deqing Wang, Baoyu Jing, Chenwei Lu, Junjie Wu, Guannan Liu, Chenguang Du, Fuzhen Zhuang:
Coarse Alignment of Topic and Sentiment: A Unified Model for Cross-Lingual Sentiment Classification. 736-747 - Di Wang, Jinshan Zeng, Shao-Bo Lin:
Random Sketching for Neural Networks With ReLU. 748-762 - Shiqi Zheng, Peng Shi, Shuoyu Wang, Yan Shi:
Adaptive Neural Control for a Class of Nonlinear Multiagent Systems. 763-776 - Yi Guo, Stephen Tierney, Junbin Gao:
Robust Functional Manifold Clustering. 777-787 - Yuefeng Ma, Xun Liang, Gang Sheng, James T. Kwok, Maoli Wang, Guangshun Li:
Noniterative Sparse LS-SVM Based on Globally Representative Point Selection. 788-798 - Zhiqiang Chen, Ting-Bing Xu, Changde Du, Cheng-Lin Liu, Huiguang He:
Dynamical Channel Pruning by Conditional Accuracy Change for Deep Neural Networks. 799-813 - Wei Zhao, Cai Xu, Ziyu Guan, Ying Liu:
Multiview Concept Learning Via Deep Matrix Factorization. 814-825 - Jian Kang, Danfeng Hong, Jialin Liu, Gerald Baier, Naoto Yokoya, Begüm Demir:
Learning Convolutional Sparse Coding on Complex Domain for Interferometric Phase Restoration. 826-840 - Teng Long, En Li, Yunqing Hu, Lei Yang, Junfeng Fan, Zize Liang, Rui Guo:
A Vibration Control Method for Hybrid-Structured Flexible Manipulator Based on Sliding Mode Control and Reinforcement Learning. 841-852 - Li Wang, Raymond H. Chan, Tieyong Zeng:
Probabilistic Semi-Supervised Learning via Sparse Graph Structure Learning. 853-867 - Yuan Xie, Jinyan Liu, Yanyun Qu, Dacheng Tao, Wensheng Zhang, Longquan Dai, Lizhuang Ma:
Robust Kernelized Multiview Self-Representation for Subspace Clustering. 868-881 - Vinal Patel, Sankha Subhra Bhattacharjee, Nithin V. George:
Convergence Analysis of Adaptive Exponential Functional Link Network. 882-891 - Masaki Kobayashi:
Quaternion-Valued Twin-Multistate Hopfield Neural Networks With Dual Connections. 892-899 - Masaki Kobayashi:
Quaternion Projection Rule for Rotor Hopfield Neural Networks. 900-908 - Guanghui Ren, Lejian Ren, Yue Liao, Si Liu, Bo Li, Jizhong Han, Shuicheng Yan:
Scene Graph Generation With Hierarchical Context. 909-915 - Vsevolod I. Avrutskiy:
Enhancing Function Approximation Abilities of Neural Networks by Training Derivatives. 916-924 - Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj, Anastasios Tefas:
Hypersphere-Based Weight Imprinting for Few-Shot Learning on Embedded Devices. 925-930
Volume 32, Number 3, March 2021
- Naveen Paluru, Aveen Dayal, Håvard Bjørke Jenssen, Tomas Sakinis, Linga Reddy Cenkeramaddi, Jaya Prakash, Phaneendra K. Yalavarthy:
Anam-Net: Anamorphic Depth Embedding-Based Lightweight CNN for Segmentation of Anomalies in COVID-19 Chest CT Images. 932-946 - Zhao Zhang, Yulin Sun, Yang Wang, Zheng Zhang, Haijun Zhang, Guangcan Liu, Meng Wang:
Twin-Incoherent Self-Expressive Locality-Adaptive Latent Dictionary Pair Learning for Classification. 947-961 - Jingjing Zhang, Osvaldo Simeone:
LAGC: Lazily Aggregated Gradient Coding for Straggler-Tolerant and Communication-Efficient Distributed Learning. 962-974 - Hong-Hai Lian, Shen-Ping Xiao, Huaicheng Yan, Fuwen Yang, Hong-Bing Zeng:
Dissipativity Analysis for Neural Networks With Time-Varying Delays via a Delay-Product-Type Lyapunov Functional Approach. 975-984 - Nianzu Zheng, Jinliang Ding, Tianyou Chai:
DMGAN: Adversarial Learning-Based Decision Making for Human-Level Plant-Wide Operation of Process Industries Under Uncertainties. 985-998 - Shervin Rahimzadeh Arashloo, Josef Kittler:
Robust One-Class Kernel Spectral Regression. 999-1013 - Zohaib M. Jan, Brijesh K. Verma:
Multicluster Class-Balanced Ensemble. 1014-1025 - Xin Hu, Guoyin Wang, Jiangli Duan:
Mining Maximal Dynamic Spatial Colocation Patterns. 1026-1036 - Konstantin Posch, Jürgen Pilz:
Correlated Parameters to Accurately Measure Uncertainty in Deep Neural Networks. 1037-1051 - Zhijun Zhang, Lunan Zheng, Zhuoming Chen, Lingdong Kong, Hamid Reza Karimi:
Mutual-Collision-Avoidance Scheme Synthesized by Neural Networks for Dual Redundant Robot Manipulators Executing Cooperative Tasks. 1052-1066 - Jun Chen, Liang Liu, Yong Liu, Xianfang Zeng:
A Learning Framework for n-Bit Quantized Neural Networks Toward FPGAs. 1067-1081 - Krishan Sharma, Renu Rameshan:
Image Set Classification Using a Distance-Based Kernel Over Affine Grassmann Manifold. 1082-1095 - Zekeriya Uykan:
Shadow-Cuts Minimization/Maximization and Complex Hopfield Neural Networks. 1096-1109 - Jian Wang, Huaqing Zhang, Junze Wang, Yifei Pu, Nikhil R. Pal:
Feature Selection Using a Neural Network With Group Lasso Regularization and Controlled Redundancy. 1110-1123 - Renwei Dian, Shutao Li, Xudong Kang:
Regularizing Hyperspectral and Multispectral Image Fusion by CNN Denoiser. 1124-1135 - Xian Yu, Zhongsheng Hou, Marios M. Polycarpou, Li Duan:
Data-Driven Iterative Learning Control for Nonlinear Discrete-Time MIMO Systems. 1136-1148 - Jie Zhong, Bowen Li, Yang Liu, Jianquan Lu, Weihua Gui:
Steady-State Design of Large-Dimensional Boolean Networks. 1149-1161 - Alfonso B. Labao, Mygel Andrei Martija, Prospero C. Naval:
A3C-GS: Adaptive Moment Gradient Sharing With Locks for Asynchronous Actor-Critic Agents. 1162-1176 - Longyuan Li, Junchi Yan, Haiyang Wang, Yaohui Jin:
Anomaly Detection of Time Series With Smoothness-Inducing Sequential Variational Auto-Encoder. 1177-1191 - Wendong Zheng, Huaping Liu, Fuchun Sun:
Lifelong Visual-Tactile Cross-Modal Learning for Robotic Material Perception. 1192-1203 - Jiamiao Xu, Fangzhao Wang, Qinmu Peng, Xinge You, Shuo Wang, Xiao-Yuan Jing, C. L. Philip Chen:
Modal-Regression-Based Structured Low-Rank Matrix Recovery for Multiview Learning. 1204-1216 - Luntong Li, Dazi Li, Tianheng Song, Xin Xu:
Actor-Critic Learning Control With Regularization and Feature Selection in Policy Gradient Estimation. 1217-1227 - Yi He, Baijun Wu, Di Wu, Ege Beyazit, Sheng Chen, Xindong Wu:
Toward Mining Capricious Data Streams: A Generative Approach. 1228-1240 - Gowtham Muniraju, Bhavya Kailkhura, Jayaraman J. Thiagarajan, Peer-Timo Bremer, Cihan Tepedelenlioglu, Andreas Spanias:
Coverage-Based Designs Improve Sample Mining and Hyperparameter Optimization. 1241-1253 - Bo Sun, Yuting Cao, Zhenyuan Guo, Zheng Yan, Shiping Wen, Tingwen Huang, Yiran Chen:
Sliding Mode Stabilization of Memristive Neural Networks With Leakage Delays and Control Disturbance. 1254-1263 - Wenhai Qi, Ju H. Park, Guangdeng Zong, Jinde Cao, Jun Cheng:
Synchronization for Quantized Semi-Markov Switching Neural Networks in a Finite Time. 1264-1275 - Shiming Ge, Chunhui Zhang, Shikun Li, Dan Zeng, Dacheng Tao:
Cascaded Correlation Refinement for Robust Deep Tracking. 1276-1288 - Oindrila Chatterjee, Shantanu Chakrabartty:
Resonant Machine Learning Based on Complex Growth Transform Dynamical Systems. 1289-1303 - Paschalis A. Bizopoulos, Dimitris Koutsouris:
Sparsely Activated Networks. 1304-1313 - Chao Sun, Maojiao Ye, Guoqiang Hu:
Distributed Optimization for Two Types of Heterogeneous Multiagent Systems. 1314-1324 - Xiaolin Xiao, Yongyong Chen, Yue-Jiao Gong, Yicong Zhou:
Prior Knowledge Regularized Multiview Self-Representation and its Applications. 1325-1338 - Hong Sang, Jun Zhao:
Energy-to-Peak State Estimation for Switched Neutral-Type Neural Networks With Sector Condition via Sampled-Data Information. 1339-1350 - Ximing Li, Yang Wang, Zhao Zhang, Richang Hong, Li Zhuo, Meng Wang:
RMoR-Aion: Robust Multioutput Regression by Simultaneously Alleviating Input and Output Noises. 1351-1364 - Yongkun Li, Nina Huo, Bing Li:
On μ-Pseudo Almost Periodic Solutions for Clifford-Valued Neutral Type Neural Networks With Delays in the Leakage Term. 1365-1374 - Dongjing Wang, Xin Zhang, Dongjin Yu, Guandong Xu, Shuiguang Deng:
CAME: Content- and Context-Aware Music Embedding for Recommendation. 1375-1388 - Shenglan Liu, Muxin Sun, Lin Feng, Hong Qiao, Shuyuan Chen, Yang Liu:
Social Neighborhood Graph and Multigraph Fusion Ranking for Multifeature Image Retrieval. 1389-1399 - Luiz C. B. Torres, Cristiano Leite Castro, Frederico Coelho, Antônio P. Braga:
Large Margin Gaussian Mixture Classifier With a Gabriel Graph Geometric Representation of Data Set Structure. 1400-1406
Volume 32, Number 4, April 2021
- Afshar Shamsi Jokandan, Hamzeh Asgharnezhad, Shirin Shamsi Jokandan, Abbas Khosravi, Parham M. Kebria, Darius Nahavandi, Saeid Nahavandi, Dipti Srinivasan:
An Uncertainty-Aware Transfer Learning-Based Framework for COVID-19 Diagnosis. 1408-1417 - Fuwei Cui, Qian Cui, Yongduan Song:
A Survey on Learning-Based Approaches for Modeling and Classification of Human-Machine Dialog Systems. 1418-1432 - Jiang Lu, Sheng Jin, Jian Liang, Changshui Zhang:
Robust Few-Shot Learning for User-Provided Data. 1433-1447 - Guoxian Yu, Jinzheng Tu, Jun Wang, Carlotta Domeniconi, Xiangliang Zhang:
Active Multilabel Crowd Consensus. 1448-1459 - Hongfei Li, Chuandong Li, Deqiang Ouyang, Sing Kiong Nguang:
Impulsive Synchronization of Unbounded Delayed Inertial Neural Networks With Actuator Saturation and Sampled-Data Control and its Application to Image Encryption. 1460-1473 - Lin Zhao, Jinpeng Yu, Qing-Guo Wang:
Finite-Time Tracking Control for Nonlinear Systems via Adaptive Neural Output Feedback and Command Filtered Backstepping. 1474-1485 - Liang Zhao, Tao Yang, Jie Zhang, Zhikui Chen, Yi Yang, Z. Jane Wang:
Co-Learning Non-Negative Correlated and Uncorrelated Features for Multi-View Data. 1486-1496 - Peng Zhou, Liang Du, Xinwang Liu, Yi-Dong Shen, Mingyu Fan, Xuejun Li:
Self-Paced Clustering Ensemble. 1497-1511 - Dat Thanh Tran, Mehmet Yamaç, Aysen Degerli, Moncef Gabbouj, Alexandros Iosifidis:
Multilinear Compressive Learning. 1512-1524 - Fuyuan Xiao:
CED: A Distance for Complex Mass Functions. 1525-1535 - Ye Cao, Yongduan Song:
Performance Guaranteed Consensus Tracking Control of Nonlinear Multiagent Systems: A Finite-Time Function-Based Approach. 1536-1546 - Feiping Nie, Xia Dong, Xuelong Li:
Unsupervised and Semisupervised Projection With Graph Optimization. 1547-1559 - Meng Pang, Yiu-Ming Cheung, Qiquan Shi, Mengke Li:
Iterative Dynamic Generic Learning for Face Recognition From a Contaminated Single-Sample Per Person. 1560-1574 - Shaocheng Tong, Yongming Li, Yanjun Liu:
Observer-Based Adaptive Neural Networks Control for Large-Scale Interconnected Systems With Nonconstant Control Gains. 1575-1585 - Kasun Bandara, Christoph Bergmeir, Hansika Hewamalage:
LSTM-MSNet: Leveraging Forecasts on Sets of Related Time Series With Multiple Seasonal Patterns. 1586-1599 - Man Li, Jiahu Qin, Qichao Ma, Wei Xing Zheng, Yu Kang:
Hierarchical Optimal Synchronization for Linear Systems via Reinforcement Learning: A Stackelberg-Nash Game Perspective. 1600-1611 - Guiyu Xia, Beijia Chen, Huaijiang Sun, Qingshan Liu:
Nonconvex Low-Rank Kernel Sparse Subspace Learning for Keyframe Extraction and Motion Segmentation. 1612-1626 - Xixi Jia, Xiangchu Feng, Weiwei Wang, Lei Zhang:
Generalized Unitarily Invariant Gauge Regularization for Fast Low-Rank Matrix Recovery. 1627-1641 - Ning Li, Wei Xing Zheng:
Bipartite Synchronization of Multiple Memristor-Based Neural Networks With Antagonistic Interactions. 1642-1653 - Xing Xu, Tan Wang, Yang Yang, Alan Hanjalic, Heng Tao Shen:
Radial Graph Convolutional Network for Visual Question Generation. 1654-1667 - Jianhua Dai, Lei Jia, Lin Xiao:
Design and Analysis of Two Prescribed-Time and Robust ZNN Models With Application to Time-Variant Stein Matrix Equation. 1668-1677 - Lijie Wang, C. L. Philip Chen:
Reduced-Order Observer-Based Dynamic Event-Triggered Adaptive NN Control for Stochastic Nonlinear Systems Subject to Unknown Input Saturation. 1678-1690 - Lina Wei, Shanshan Zhao, Omar El Farouk Bourahla, Xi Li, Fei Wu, Yueting Zhuang, Junwei Han, Mingliang Xu:
End-to-End Video Saliency Detection via a Deep Contextual Spatiotemporal Network. 1691-1702 - Xiaotao Jia, Jianlei Yang, Runze Liu, Xueyan Wang, Sorin Dan Cotofana, Weisheng Zhao:
Efficient Computation Reduction in Bayesian Neural Networks Through Feature Decomposition and Memorization. 1703-1712 - Yongchun Zhu, Fuzhen Zhuang, Jindong Wang, Guolin Ke, Jingwu Chen, Jiang Bian, Hui Xiong, Qing He:
Deep Subdomain Adaptation Network for Image Classification. 1713-1722 - Jun Song, Yueyang Wang, Siliang Tang, Yin Zhang, Zhigang Chen, Zhongfei Zhang, Tong Zhang, Fei Wu:
Local-Global Memory Neural Network for Medication Prediction. 1723-1736 - Zhigang Liu, Xin Luo, Zidong Wang:
Convergence Analysis of Single Latent Factor-Dependent, Nonnegative, and Multiplicative Update-Based Nonnegative Latent Factor Models. 1737-1749 - Wei Wang, Yongming Li, Shaocheng Tong:
Neural-Network-Based Adaptive Event-Triggered Consensus Control of Nonstrict-Feedback Nonlinear Systems. 1750-1764 - Zhong Ji, Yuxiao Zhao, Yanwei Pang, Xi Li, Jungong Han:
Deep Attentive Video Summarization With Distribution Consistency Learning. 1765-1775 - Dechao Chen, Shuai Li, Qing Wu:
A Novel Supertwisting Zeroing Neural Network With Application to Mobile Robot Manipulators. 1776-1787 - Teng Wang, Ye Zhao, Jiawei Wang, Arun K. Somani, Changyin Sun:
Attention-Based Road Registration for GPS-Denied UAS Navigation. 1788-1800 - Akshay Chaturvedi, Utpal Garain:
Mimic and Fool: A Task-Agnostic Adversarial Attack. 1801-1808
Volume 32, Number 5, May 2021
- Mehmet Yamaç, Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj:
Convolutional Sparse Support Estimator-Based COVID-19 Recognition From X-Ray Images. 1810-1820 - Weiming Xiang, Hoang-Dung Tran, Xiaodong Yang, Taylor T. Johnson:
Reachable Set Estimation for Neural Network Control Systems: A Simulation-Guided Approach. 1821-1830 - Xia Wu, Xueyuan Xu, Jianhong Liu, Hailing Wang, Bin Hu, Feiping Nie:
Supervised Feature Selection With Orthogonal Regression and Feature Weighting. 1831-1838 - Zhenwen Ren, Quansen Sun:
Simultaneous Global and Local Graph Structure Preserving for Multiple Kernel Clustering. 1839-1851 - Yuhui Quan, Huan Teng, Yixin Chen, Hui Ji:
Watermarking Deep Neural Networks in Image Processing. 1852-1865 - Tianyu Hu, Qinglai Guo, Hongbin Sun, Tian-en Huang, Jian Lan:
Nontechnical Losses Detection Through Coordinated BiWGAN and SVDD. 1866-1880 - Wei Ke, Jie Chen, Jianbin Jiao, Guoying Zhao, Qixiang Ye:
SRN: Side-Output Residual Network for Object Reflection Symmetry Detection and Beyond. 1881-1895 - Jian Li, Yang Shi, Hejun Xuan:
Unified Model Solving Nine Types of Time-Varying Problems in the Frame of Zeroing Neural Network. 1896-1905 - Chao Zhang, Dacheng Tao, Tao Hu, Bingchen Liu:
Generalization Bounds of Multitask Learning From Perspective of Vector-Valued Function Learning. 1906-1919 - Jiaming Zhang, Hanwen Ning, Xingjian Jing, Tianhai Tian:
Online Kernel Learning With Adaptive Bandwidth by Optimal Control Approach. 1920-1934 - Xiao Shen, Quanyu Dai, Sitong Mao, Fu-Lai Chung, Kup-Sze Choi:
Network Together: Node Classification via Cross-Network Deep Network Embedding. 1935-1948 - Jie Ding, Changyun Wen, Guoqi Li, Pengfei Tu, Dongxu Ji, Ying Zou, Jiangshuai Huang:
Target Controllability in Multilayer Networks via Minimum-Cost Maximum-Flow Method. 1949-1962 - Xuhui Bu, Jiaqi Liang, Zhongsheng Hou, Ronghu Chi:
Data-Driven Terminal Iterative Learning Consensus for Nonlinear Multiagent Systems With Output Saturation. 1963-1973 - Min Xiao, Wei Xing Zheng, Guoping Jiang, Jinde Cao:
Qualitative Analysis and Bifurcation in a Neuron System With Memristor Characteristics and Time Delay. 1974-1988 - Chuan-Xian Ren, Pengfei Ge, Pei-Yi Yang, Shuicheng Yan:
Learning Target-Domain-Specific Classifier for Partial Domain Adaptation. 1989-2001 - Hao Shen, Mengping Xing, Zhengguang Wu, Jinde Cao, Tingwen Huang:
l₂-l∞ State Estimation for Persistent Dwell-Time Switched Coupled Networks Subject to Round-Robin Protocol. 2002-2014 - Zhunga Liu, Linqing Huang, Kuang Zhou, Thierry Denoeux:
Combination of Transferable Classification With Multisource Domain Adaptation Based on Evidential Reasoning. 2015-2029 - Nikolaos Passalis, Maria Tzelepi, Anastasios Tefas:
Probabilistic Knowledge Transfer for Lightweight Deep Representation Learning. 2030-2039 - Yonggang Chen, Zidong Wang, Jun Hu, Qing-Long Han:
Synchronization Control for Discrete-Time-Delayed Dynamical Networks With Switching Topology Under Actuator Saturations. 2040-2053 - Changyin Sun, Wenzhang Liu, Lu Dong:
Reinforcement Learning With Task Decomposition for Cooperative Multiagent Systems. 2054-2065 - Congcong Liu, Yuying Chen, Ming Liu, Bertram E. Shi:
Using Eye Gaze to Enhance Generalization of Imitation Networks to Unseen Environments. 2066-2074 - Deng-Ping Fan, Zheng Lin, Zhao Zhang, Menglong Zhu, Ming-Ming Cheng:
Rethinking RGB-D Salient Object Detection: Models, Data Sets, and Large-Scale Benchmarks. 2075-2089 - Xueyang Fu, Wu Wang, Yue Huang, Xinghao Ding, John W. Paisley:
Deep Multiscale Detail Networks for Multiband Spectral Image Sharpening. 2090-2104 - Yi Yang, Shuai Huang, Wei Huang, Xiangyu Chang:
Privacy-Preserving Cost-Sensitive Learning. 2105-2116 - Qing Wang, Jin-Liang Wang:
Finite-Time Output Synchronization of Undirected and Directed Coupled Neural Networks With Output Coupling. 2117-2128 - Hao Tang, Hong Liu, Wei Xiao, Nicu Sebe:
When Dictionary Learning Meets Deep Learning: Deep Dictionary Learning and Coding Network for Image Recognition With Limited Data. 2129-2141 - Guangrun Wang, Guangcong Wang, Xujie Zhang, Jianhuang Lai, Zhengtao Yu, Liang Lin:
Weakly Supervised Person Re-ID: Differentiable Graphical Learning and a New Benchmark. 2142-2156 - Bin Hu, Xinghuo Yu, Zhi-Hong Guan, Jürgen Kurths, Guanrong Chen:
Hybrid Neural Adaptive Control for Practical Tracking of Markovian Switching Networks. 2157-2168 - Filippo Maria Bianchi, Simone Scardapane, Sigurd Løkse, Robert Jenssen:
Reservoir Computing Approaches for Representation and Classification of Multivariate Time Series. 2169-2179 - Youlu Xing, Hui Sun, Guihuan Feng, Furao Shen, Jian Zhao:
Artificial Evolution Network: A Computational Perspective on the Expansibility of the Nervous System. 2180-2194 - Marco Capó, Aritz Pérez, José Antonio Lozano:
A Cheap Feature Selection Approach for the K-Means Algorithm. 2195-2208 - Chia-Hsiang Lin, José M. Bioucas-Dias:
Nonnegative Blind Source Separation for Ill-Conditioned Mixtures via John Ellipsoid. 2209-2223 - Hang Dong, Wei Wang, Kaizhu Huang, Frans Coenen:
Automated Social Text Annotation With Joint Multilabel Attention Networks. 2224-2238 - Hongjing Liang, Guangliang Liu, Huaguang Zhang, Tingwen Huang:
Neural-Network-Based Event-Triggered Adaptive Control of Nonaffine Nonlinear Multiagent Systems With Dynamic Uncertainties. 2239-2250 - Yongqiang Zhang, Yancheng Bai, Mingli Ding, Shibiao Xu, Bernard Ghanem:
KGSNet: Key-Point-Guided Super-Resolution Network for Pedestrian Detection in the Wild. 2251-2265 - Jiahui Li, Zidong Wang, Hongli Dong, Gheorghita Ghinea:
Outlier-Resistant Remote State Estimation for Recurrent Neural Networks With Mixed Time-Delays. 2266-2273 - Masaki Kobayashi:
Two-Level Complex-Valued Hopfield Neural Networks. 2274-2278 - Yonggui Kao, Ying Li, Ju H. Park, Xiangyong Chen:
Mittag-Leffler Synchronization of Delayed Fractional Memristor Neural Networks via Adaptive Control. 2279-2284 - Shangdong Yang, Yang Gao:
An Optimal Algorithm for the Stochastic Bandits While Knowing the Near-Optimal Mean Reward. 2285-2291 - Qiang Jia, Eric S. Mwanandiye, Wallace K. S. Tang:
Master-Slave Synchronization of Delayed Neural Networks With Time-Varying Control. 2292-2298 - Yi Wang, Zhen-Peng Bian, Junhui Hou, Lap-Pui Chau:
Convolutional Neural Networks With Dynamic Regularization. 2299-2304
Volume 32, Number 6, June 2021
- Liyang Liu, Zhanghui Kuang, Yimin Chen, Jing-Hao Xue, Wenming Yang, Wayne Zhang:
IncDet: In Defense of Elastic Weight Consolidation for Incremental Object Detection. 2306-2319 - Min Han, Weijie Li, Shoubo Feng, Tie Qiu, C. L. Philip Chen:
Maximum Information Exploitation Using Broad Learning System for Large-Scale Chaotic Time-Series Prediction. 2320-2329 - Yuxi Jin, Bin Sheng, Ping Li, C. L. Philip Chen:
Broad Colorization. 2330-2343 - Deming Yuan, Daniel W. C. Ho, Shengyuan Xu:
Stochastic Strongly Convex Optimization via Distributed Epoch Stochastic Gradient Algorithm. 2344-2357 - Zezhi Sui, Zhiqiang Pu, Jianqiang Yi, Shiguang Wu:
Formation Control With Collision Avoidance Through Deep Reinforcement Learning Using Model-Guided Demonstration. 2358-2372 - Hong Chen, Yingjie Wang, Feng Zheng, Cheng Deng, Heng Huang:
Sparse Modal Additive Model. 2373-2387 - Lei Zhang, Jiangtao Nie, Wei Wei, Yong Li, Yanning Zhang:
Deep Blind Hyperspectral Image Super-Resolution. 2388-2400 - Fan Zhou, Xin Liu, Kunpeng Zhang, Goce Trajcevski:
Toward Discriminating and Synthesizing Motion Traces Using Deep Probabilistic Generative Models. 2401-2414 - Bahareh Tolooshams, Sourav Dey, Demba E. Ba:
Deep Residual Autoencoders for Expectation Maximization-Inspired Dictionary Learning. 2415-2429 - Risheng Liu, Qianru Chen, Yuansheng Yao, Xin Fan, Zhongxuan Luo:
Location-Aware and Regularization-Adaptive Correlation Filters for Robust Visual Tracking. 2430-2442 - Tingfang Wu, Linqiang Pan, Qiang Yu, Kay Chen Tan:
Numerical Spiking Neural P Systems. 2443-2457 - Xiaoning Song, Yao Chen, Zhenhua Feng, Guosheng Hu, Dong-Jun Yu, Xiaojun Wu:
SP-GAN: Self-Growing and Pruning Generative Adversarial Networks. 2458-2469 - Na Li, Xiaoqun Wu, Jianwen Feng, Yuhua Xu, Jinhu Lü:
Fixed-Time Synchronization of Coupled Neural Networks With Discontinuous Activation and Mismatched Parameters. 2470-2482 - Lei Xi, Junnan Wu, Yanchun Xu, Hongbin Sun:
Automatic Generation Control Based on Multiple Neural Networks With Actor-Critic Strategy. 2483-2493 - Shuiying Xiang, Zhenxing Ren, Ziwei Song, Yahui Zhang, Xingxing Guo, Genquan Han, Yue Hao:
Computing Primitive of Fully VCSEL-Based All-Optical Spiking Neural Network for Supervised Learning and Pattern Classification. 2494-2505 - Liangjun Feng, Chunhui Zhao:
Transfer Increment for Generalized Zero-Shot Learning. 2506-2520 - Hirak Jyoti Kashyap, Charless C. Fowlkes, Jeffrey L. Krichmar:
Sparse Representations for Object- and Ego-Motion Estimations in Dynamic Scenes. 2521-2534 - Jian Xiao, Zhigang Zeng, Shiping Wen, Ailong Wu, Leimin Wang:
Finite-/Fixed-Time Synchronization of Delayed Coupled Discontinuous Neural Networks With Unified Control Schemes. 2535-2546 - Jun Fu, Jing Liu, Jie Jiang, Yong Li, Yongjun Bao, Hanqing Lu:
Scene Segmentation With Dual Relation-Aware Attention Network. 2547-2560 - Luyao Zhu, Wei Li, Yong Shi, Kun Guo:
SentiVec: Learning Sentiment-Context Vector via Kernel Optimization Function for Sentiment Analysis. 2561-2572 - Qingling Wang, Haris E. Psillakis, Changyin Sun, Frank L. Lewis:
Adaptive NN Distributed Control for Time-Varying Networks of Nonlinear Agents With Antagonistic Interactions. 2573-2583 - Linghuan Kong, Wei He, Chenguang Yang, Changyin Sun:
Robust Neurooptimal Control for a Robot via Adaptive Dynamic Programming. 2584-2594 - Chong Peng, Qiang Cheng:
Discriminative Ridge Machine: A Classifier for High-Dimensional Data or Imbalanced Data. 2595-2609 - Zebin Yang, Aijun Zhang, Agus Sudjianto:
Enhancing Explainability of Neural Networks Through Architecture Constraints. 2610-2621 - Shuai Zhang, Meng Wang, Jinjun Xiong, Sijia Liu, Pin-Yu Chen:
Improved Linear Convergence of Training CNNs With Generalizability Guarantees: A One-Hidden-Layer Case. 2622-2635 - Mengkun Liu, Licheng Jiao, Xu Liu, Lingling Li, Fang Liu, Shuyuan Yang:
C-CNN: Contourlet Convolutional Neural Networks. 2636-2649 - Jing Na, Jun Zhao, Guanbin Gao, Zican Li:
Output-Feedback Robust Control of Uncertain Systems via Online Data-Driven Learning. 2650-2662 - Yunong Zhang, Yihong Ling, Min Yang, Song Yang, Zhijun Zhang:
Inverse-Free Discrete ZNN Models Solving for Future Matrix Pseudoinverse via Combination of Extrapolation and ZeaD Formulas. 2663-2675 - Yuzhu Ji, Haijun Zhang, Zequn Jie, Lin Ma, Q. M. Jonathan Wu:
CASNet: A Cross-Attention Siamese Network for Video Salient Object Detection. 2676-2690 - Gyeong-Moon Park, Sahng-Min Yoo, Jong-Hwan Kim:
Convolutional Neural Network With Developmental Memory for Continual Learning. 2691-2705 - Peisong Wang, Xiangyu He, Qiang Chen, Anda Cheng, Qingshan Liu, Jian Cheng:
Unsupervised Network Quantization via Fixed-Point Factorization. 2706-2720 - Dong Shen, Xinghuo Yu:
Learning Tracking Control Over Unknown Fading Channels Without System Information. 2721-2732 - Yaoyao Liu, Qianru Sun, Xiangnan He, An-An Liu, Yuting Su, Tat-Seng Chua:
Generating Face Images With Attributes for Free. 2733-2743 - Min Yang, Chengming Li, Ying Shen, Qingyao Wu, Zhou Zhao, Xiaojun Chen:
Hierarchical Human-Like Deep Neural Networks for Abstractive Text Summarization. 2744-2757 - Linsen Dong, Yuanlong Li, Xin Zhou, Yonggang Wen, Kyle Guan:
Intelligent Trainer for Dyna-Style Model-Based Deep Reinforcement Learning. 2758-2771 - Junyang Chen, Zhiguo Gong, Wei Wang, Weiwen Liu, Ming Yang, Cong Wang:
TAM: Targeted Analysis Model With Reinforcement Learning on Short Texts. 2772-2781 - Frank Nielsen, Ke Sun:
q-Neurons: Neuron Activations Based on Stochastic Jackson's Derivative Operators. 2782-2789 - Vivek Parmar, Manan Suri:
A Hybrid CMOS-Memristive Approach to Designing Deep Generative Models. 2790-2796
Volume 32, Number 7, July 2021
- Asmaa Abbas, Mohammed M. Abdelsamea, Mohamed Medhat Gaber:
4S-DT: Self-Supervised Super Sample Decomposition for Transfer Learning With Application to COVID-19 Detection. 2798-2808 - Yidong Liu, Siting Liu, Yanzhi Wang, Fabrizio Lombardi, Jie Han:
A Survey of Stochastic Computing Neural Networks for Machine Learning Applications. 2809-2824 - Man-Fai Leung, Jun Wang:
Minimax and Biobjective Portfolio Selection Based on Collaborative Neurodynamic Optimization. 2825-2836 - Avraam Tsantekidis, Nikolaos Passalis, Anastasia-Sotiria Toufa, Konstantinos Saitas Zarkias, Stergios Chairistanidis, Anastasios Tefas:
Price Trailing for Financial Trading Using Deep Reinforcement Learning. 2837-2846 - Zhi-An Huang, Zexuan Zhu, Chuen Heung Yau, Kay Chen Tan:
Identifying Autism Spectrum Disorder From Resting-State fMRI Using Deep Belief Network. 2847-2861 - Qilin Li, Senjian An, Wanquan Liu, Ling Li:
Semisupervised Learning on Graphs With an Alternating Diffusion Process. 2862-2874 - Liang Mao, Shiliang Sun:
Multiview Variational Sparse Gaussian Processes. 2875-2885 - Juhe Sun, Weichen Fu, Jan Harold Alcantara, Jein-Shan Chen:
A Neural Network Based on the Metric Projector for Solving SOCCVI Problem. 2886-2900 - Smith K. Khare, Varun Bajaj:
Time-Frequency Representation and Convolutional Neural Network-Based Emotion Recognition. 2901-2909 - Yuhu Wu, Yuqian Guo, Mitsuru Toyoda:
Policy Iteration Approach to the Infinite Horizon Average Optimal Control of Probabilistic Boolean Networks. 2910-2924 - Nahsung Kim, Dongyeob Shin, Wonseok Choi, Geonho Kim, Jongsun Park:
Exploiting Retraining-Based Mixed-Precision Quantization for Low-Cost DNN Accelerator Design. 2925-2938 - Shan Xue, Biao Luo, Derong Liu:
Event-Triggered Adaptive Dynamic Programming for Unmatched Uncertain Nonlinear Continuous-Time Systems. 2939-2951 - Xiaona Song, Jingtao Man, Shuai Song, Choon Ki Ahn:
Gain-Scheduled Finite-Time Synchronization for Reaction-Diffusion Memristive Neural Networks Subject to Inconsistent Markov Chains. 2952-2964 - Dongdong Yue, Jinde Cao, Qi Li, Qingshan Liu:
Neural-Network-Based Fully Distributed Adaptive Consensus for a Class of Uncertain Multiagent Systems. 2965-2977 - Binbin Tao, Min Xiao, Wei-Xing Zheng, Jinde Cao, Jingwen Tang:
Dynamics Analysis and Design for a Bidirectional Super-Ring-Shaped Neural Network With n Neurons and Multiple Delays. 2978-2992 - Zhijun Zhang, Song Yang, Lunan Zheng:
A Penalty Strategy Combined Varying-Parameter Recurrent Neural Network for Solving Time-Varying Multi-Type Constrained Quadratic Programming Problems. 2993-3004 - Xiaoqin Zhang, Mingyu Fan, Di Wang, Peng Zhou, Dacheng Tao:
Top-k Feature Selection Framework Using Robust 0-1 Integer Programming. 3005-3019 - Jinshi Yu, Guoxu Zhou, Chao Li, Qibin Zhao, Shengli Xie:
Low Tensor-Ring Rank Completion by Parallel Matrix Factorization. 3020-3033 - Ning Wang, Ying Gao, Hong Zhao, Choon Ki Ahn:
Reinforcement Learning-Based Optimal Tracking Control of an Unknown Unmanned Surface Vehicle. 3034-3045 - Xiaoze Ni, Shiping Wen, Huamin Wang, Zhenyuan Guo, Song Zhu, Tingwen Huang:
Observer-Based Quasi-Synchronization of Delayed Dynamical Networks With Parameter Mismatch Under Impulsive Effect. 3046-3055 - Guosheng Yi, Jiang Wang:
Frequency-Dependent Energy Demand of Dendritic Responses to Deep Brain Stimulation in Thalamic Neurons: A Model-Based Study. 3056-3068 - Chenglong Li, Wei Xia, Yan Yan, Bin Luo, Jin Tang:
Segmenting Objects in Day and Night: Edge-Conditioned CNN for Thermal Image Semantic Segmentation. 3069-3082 - Yunfei Zheng, Badong Chen, Shiyuan Wang, Weiqun Wang:
Broad Learning System Based on Maximum Correntropy Criterion. 3083-3097 - Wenjun Xiong, Xinghuo Yu, Chen Liu, Guanghui Wen, Shiping Wen:
Simplifying Complex Network Stability Analysis via Hierarchical Node Aggregation and Optimal Periodic Control. 3098-3107 - Qilu Zhao, Junyu Dong, Hui Yu, Sheng Chen:
Distilling Ordinal Relation and Dark Knowledge for Facial Age Estimation. 3108-3121 - Heng Tao Shen, Yonghua Zhu, Wei Zheng, Xiaofeng Zhu:
Half-Quadratic Minimization for Unsupervised Feature Selection on Incomplete Data. 3122-3135 - Yayong Li, Jie Yin, Ling Chen:
SEAL: Semisupervised Adversarial Active Learning on Attributed Graphs. 3136-3147 - Sanjib Ghosh, Andrzej Opala, Michal Matuszewski, Tomasz Paterek, Timothy C. H. Liew:
Reconstructing Quantum States With Quantum Reservoir Networks. 3148-3155 - Zhendong Zhang, Cheolkon Jung:
GBDT-MO: Gradient-Boosted Decision Trees for Multiple Outputs. 3156-3167 - Yuheng Jia, Wenhui Wu, Ran Wang, Junhui Hou, Sam Kwong:
Joint Optimization for Pairwise Constraint Propagation. 3168-3180 - Shengxi Li, Zeyang Yu, Danilo P. Mandic:
A Universal Framework for Learning the Elliptical Mixture Model. 3181-3195 - Shuai Sui, C. L. Philip Chen, Shaocheng Tong:
A Novel Adaptive NN Prescribed Performance Control for Stochastic Nonlinear Systems. 3196-3205 - Huai-Yu Li, Weiming Dong, Bao-Gang Hu:
Incremental Concept Learning via Online Generative Memory Recall. 3206-3216 - Shi-Lu Dai, Shude He, Yufei Ma, Chengzhi Yuan:
Distributed Cooperative Learning Control of Uncertain Multiagent Systems With Prescribed Performance and Preserved Connectivity. 3217-3229 - Haibo Bao, Ju H. Park, Jinde Cao:
Adaptive Synchronization of Fractional-Order Output-Coupling Neural Networks via Quantized Output Control. 3230-3239 - Yufeng Tian, Zhanshan Wang:
Extended Dissipativity Analysis for Markovian Jump Neural Networks via Double-Integral-Based Delay-Product-Type Lyapunov Functional. 3240-3246 - Abdourrahmane M. Atto, Rosie R. Bisset, Emmanuel Trouvé:
Frames Learned by Prime Convolution Layers in a Deep Learning Framework. 3247-3255 - Qikun Shen, Peng Shi, Ramesh K. Agarwal, Yan Shi:
Adaptive Neural Network-Based Filter Design for Nonlinear Systems With Multiple Constraints. 3256-3261 - Waqas Jamil, Abdelhamid Bouchachia:
Competitive Normalized Least-Squares Regression. 3262-3267 - Cheng Fu, Qing-Guo Wang, Jinpeng Yu, Chong Lin:
Neural Network-Based Finite-Time Command Filtering Control for Switched Nonlinear Systems With Backlash-Like Hysteresis. 3268-3273 - Giuseppe Carlo Calafiore, Corrado Possieri:
Output Feedback Q-Learning for Linear-Quadratic Discrete-Time Finite-Horizon Control Problems. 3274-3281 - Qing Chen, Anguo Zhang, Yongduan Song:
Intrinsic Plasticity-Based Neuroadptive Control With Both Weights and Excitability Tuning. 3282-3286 - Sen Wan, Yimin Hou, Feng Bao, Zhiquan Ren, Yunfeng Dong, Qionghai Dai, Yue Deng:
Human-in-the-Loop Low-Shot Learning. 3287-3292
Volume 32, Number 8, August 2021
- Feng Qian, Yaochu Jin, Si-Zhao Joe Qin, Kai Sundmacher:
Guest Editorial Special Issue on Deep Integration of Artificial Intelligence and Data Science for Process Manufacturing. 3294-3295 - Xiaofeng Yuan, Chen Ou, Yalin Wang, Chunhua Yang, Weihua Gui:
A Layer-Wise Data Augmentation Strategy for Deep Learning Networks and Its Soft Sensor Application in an Industrial Hydrocracking Process. 3296-3305 - Liangjun Feng, Chunhui Zhao, Youxian Sun:
Dual Attention-Based Encoder-Decoder: A Customized Sequence-to-Sequence Learning for Soft Sensor Development. 3306-3317 - Xiao-Long Wu, Honggui Han, Junfei Qiao:
Data-Driven Intelligent Warning Method for Membrane Fouling. 3318-3329 - Le Yao, Weiming Shao, Zhiqiang Ge:
Hierarchical Quality Monitoring for Large-Scale Industrial Plants With Big Process Data. 3330-3341 - Zhenyi Xu, Yu Kang, Yang Cao, Zhijun Li:
Spatiotemporal Graph Convolution Multifusion Network for Urban Vehicle Emission Prediction. 3342-3354 - Qingchao Jiang, Shifu Yan, Hui Cheng, Xuefeng Yan:
Local-Global Modeling and Distributed Computing Framework for Nonlinear Plant-Wide Process Monitoring With Industrial Big Data. 3355-3365 - Yu Zhang, Wenli Du:
Intelligent Time-Scale Operator-Splitting Integration for Chemical Reaction Systems. 3366-3376 - Lele Ma, Xiangjie Liu, Xiaobing Kong, Kwang Y. Lee:
Iterative Learning Model Predictive Control Based on Iterative Data-Driven Modeling. 3377-3390 - Qian Cui, Yujuan Wang, Yongduan Song:
Neuroadaptive Fault-Tolerant Control Under Multiple Objective Constraints With Applications to Tire Production Systems. 3391-3400 - Shunjie Dong, Qianqian Yang, Yu Fu, Mei Tian, Cheng Zhuo:
RCoNet: Deformable Mutual Information Maximization and High-Order Uncertainty-Aware Learning for Robust COVID-19 Detection. 3401-3411 - Ying Li, Lingfei Ma, Zilong Zhong, Fei Liu, Michael A. Chapman, Dongpu Cao, Jonathan Li:
Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review. 3412-3432 - Xiao-Yang Liu, Xiaodong Wang:
Real-Time Indoor Localization for Smartphones Using Tensor-Generative Adversarial Nets. 3433-3443 - Anis Yazidi, Ismail Hassan, Hugo Lewi Hammer, B. John Oommen:
Achieving Fair Load Balancing by Invoking a Learning Automata-Based Two-Time-Scale Separation Paradigm. 3444-3457 - Nan Lai, Meina Kan, Chunrui Han, Xingguang Song, Shiguang Shan:
Learning to Learn Adaptive Classifier-Predictor for Few-Shot Learning. 3458-3470 - Serafeim Perdikis, Robert Leeb, Ricardo Chavarriaga, José del R. Millán:
Context-Aware Learning for Generative Models. 3471-3483 - Boyue Wang, Yongli Hu, Junbin Gao, Yanfeng Sun, Fujiao Ju, Baocai Yin:
Adaptive Fusion of Heterogeneous Manifolds for Subspace Clustering. 3484-3497 - Pengfei Wei, Ramón Sagarna, Yiping Ke, Yew-Soon Ong:
Practical Multisource Transfer Regression With Source-Target Similarity Captures. 3498-3509 - José de Jesús Rubio:
Stability Analysis of the Modified Levenberg-Marquardt Algorithm for the Artificial Neural Network Training. 3510-3524 - Sou Nobukawa, Haruhiko Nishimura, Nobuhiko Wagatsuma, Satoshi Ando, Teruya Yamanishi:
Long-Tailed Characteristic of Spiking Pattern Alternation Induced by Log-Normal Excitatory Synaptic Distribution. 3525-3537 - Qi Tan, Yang Liu, Jiming Liu:
Demystifying Deep Learning in Predictive Spatiotemporal Analytics: An Information-Theoretic Framework. 3538-3552 - Di Zhao, Zidong Wang, Guoliang Wei, Xiaohui Liu:
Nonfragile H∞ State Estimation for Recurrent Neural Networks With Time-Varying Delays: On Proportional-Integral Observer Design. 3553-3565 - Matteo Avolio, Antonio Fuduli:
A Semiproximal Support Vector Machine Approach for Binary Multiple Instance Learning. 3566-3577 - Changyin Sun, Xiaofeng Li, Yuewen Sun:
A Parallel Framework of Adaptive Dynamic Programming Algorithm With Off-Policy Learning. 3578-3587 - Maxime Gabella:
Topology of Learning in Feedforward Neural Networks. 3588-3592 - Yifan Shi, Zhiwen Yu, Wenming Cao, C. L. Philip Chen, Hau-San Wong, Guoqiang Han:
Fast and Effective Active Clustering Ensemble Based on Density Peak. 3593-3607 - Yi Lin, Dongyue Guo, Jianwei Zhang, Zhengmao Chen, Bo Yang:
A Unified Framework for Multilingual Speech Recognition in Air Traffic Control Systems. 3608-3620 - Ji-Dong Liu, Ben Niu, Yonggui Kao, Ping Zhao, Dong Yang:
Decentralized Adaptive Command Filtered Neural Tracking Control of Large-Scale Nonlinear Systems: An Almost Fast Finite-Time Framework. 3621-3632 - Jinghang Li, Mengqi Hu:
Continuous Model Adaptation Using Online Meta-Learning for Smart Grid Application. 3633-3642 - Gongming Wang, Qing-Shan Jia, Junfei Qiao, Jing Bi, MengChu Zhou:
Deep Learning-Based Model Predictive Control for Continuous Stirred-Tank Reactor System. 3643-3652 - Zhitao Wang, Yu Lei, Wenjie Li:
Neighborhood Attention Networks With Adversarial Learning for Link Prediction. 3653-3663 - Ye-Tao Wang, Xi-Le Zhao, Tai-Xiang Jiang, Liang-Jian Deng, Yi Chang, Ting-Zhu Huang:
Rain Streaks Removal for Single Image via Kernel-Guided Convolutional Neural Network. 3664-3676 - Bin Gu, Xiang Geng, Xiang Li, Wanli Shi, Guansheng Zheng, Cheng Deng, Heng Huang:
Scalable Kernel Ordinal Regression via Doubly Stochastic Gradients. 3677-3689 - Yin Sheng, Tingwen Huang, Zhigang Zeng, Xiangshui Miao:
Global Exponential Stability of Memristive Neural Networks With Mixed Time-Varying Delays. 3690-3699 - Jianying Xiao, Jinde Cao, Jun Cheng, Shiping Wen, Ruimei Zhang, Shouming Zhong:
Novel Inequalities to Global Mittag-Leffler Synchronization and Stability Analysis of Fractional-Order Quaternion-Valued Neural Networks. 3700-3709 - Felix Sattler, Klaus-Robert Müller, Wojciech Samek:
Clustered Federated Learning: Model-Agnostic Distributed Multitask Optimization Under Privacy Constraints. 3710-3722 - Ruimei Zhang, Deqiang Zeng, Ju H. Park, Yajuan Liu, Xiangpeng Xie:
Adaptive Event-Triggered Synchronization of Reaction-Diffusion Neural Networks. 3723-3735 - Janusz A. Starzyk, Marek Jaszuk, Lukasz Maciura, Adrian Horzyk:
Concurrent Associative Memories With Synaptic Delays. 3736-3747 - Jiuwen Cao, Haozhen Dai, Baiying Lei, Chun Yin, Huanqiang Zeng, Anton Kummert:
Maximum Correntropy Criterion-Based Hierarchical One-Class Classification. 3748-3754 - Heng Lian:
Learning Rate for Convex Support Tensor Machines. 3755-3760 - Yangyang Xu, Chu Han, Jing Qin, Xuemiao Xu, Guoqiang Han, Shengfeng He:
Transductive Zero-Shot Action Recognition via Visually Connected Graph Convolutional Networks. 3761-3769 - Tianlei Wang, Jiuwen Cao, Xiaoping Lai, Q. M. Jonathan Wu:
Hierarchical One-Class Classifier With Within-Class Scatter-Based Autoencoders. 3770-3776 - Denis Kleyko, Mansour Kheffache, Edward Paxon Frady, Urban Wiklund, Evgeny Osipov:
Density Encoding Enables Resource-Efficient Randomly Connected Neural Networks. 3777-3783 - Nan Lai, Meina Kan, Chunrui Han, Xingguang Song, Shiguang Shan:
Corrections to "Learning to Learn Adaptive Classifier-Predictor for Few-Shot Learning". 3784
Volume 32, Number 9, September 2021
- Guangyi Liu, Yinghong Liao, Fuyu Wang, Bin Zhang, Lu Zhang, Xiaodan Liang, Xiang Wan, Shaolin Li, Zhen Li, Shuixing Zhang, Shuguang Cui:
Medical-VLBERT: Medical Visual Language BERT for COVID-19 CT Report Generation With Alternate Learning. 3786-3797 - Przemyslaw Klesk, Marcin Korzen:
Can Boosted Randomness Mimic Learning Algorithms of Geometric Nature? Example of a Simple Algorithm That Converges in Probability to Hard-Margin SVM. 3798-3818 - Jing Li, Shuo Shang, Lisi Chen:
Domain Generalization for Named Entity Boundary Detection via Metalearning. 3819-3830 - Cong Liang, Haixia Zhang, Dongfeng Yuan, Minggao Zhang:
Location Property of Convolutional Neural Networks for Image Classification. 3831-3845 - Bei Wu, Bifan Wei, Jun Liu, Kewei Wu, Meng Wang:
Faceted Text Segmentation via Multitask Learning. 3846-3857 - Feifei Du, Jun-Guo Lu:
New Criteria on Finite-Time Stability of Fractional-Order Hopfield Neural Networks With Time Delays. 3858-3866 - Deyuan Meng, Jingyao Zhang:
Convergence Analysis of Robust Iterative Learning Control Against Nonrepetitive Uncertainties: System Equivalence Transformation. 3867-3879 - Zhen Wang, Yuan-Hai Shao, Lan Bai, Chun-Na Li, Li-Ming Liu:
General Plane-Based Clustering With Distribution Loss. 3880-3893 - Yun Liu, Xiaoming Zhang, Feiran Huang, Lei Cheng, Zhoujun Li:
Adversarial Learning With Multi-Modal Attention for Visual Question Answering. 3894-3908 - Wei Qian, Weiwei Xing, Shumin Fei:
H∞ State Estimation for Neural Networks With General Activation Function and Mixed Time-Varying Delays. 3909-3918 - Qi Kang, SiYa Yao, MengChu Zhou, Kai Zhang, Abdullah Abusorrah:
Effective Visual Domain Adaptation via Generative Adversarial Distribution Matching. 3919-3929 - Marek Smieja, Maciej Wolczyk, Jacek Tabor, Bernhard C. Geiger:
SeGMA: Semi-Supervised Gaussian Mixture Autoencoder. 3930-3941 - Qianli Ma, Sen Li, Wanqing Zhuang, Sen Li, Jiabing Wang, Delu Zeng:
Self-Supervised Time Series Clustering With Model-Based Dynamics. 3942-3955 - Faming Fang, Juncheng Li, Yiting Yuan, Tieyong Zeng, Guixu Zhang:
Multilevel Edge Features Guided Network for Image Denoising. 3956-3970 - Zhi-An Huang, Jia Zhang, Zexuan Zhu, Edmond Qi Wu, Kay Chen Tan:
Identification of Autistic Risk Candidate Genes and Toxic Chemicals via Multilabel Learning. 3971-3984 - Yuheng Jia, Junhui Hou, Sam Kwong:
Constrained Clustering With Dissimilarity Propagation-Guided Graph-Laplacian PCA. 3985-3997 - Peng Wan, Dihua Sun, Min Zhao:
Producing Stable Periodic Solutions of Switched Impulsive Delayed Neural Networks Using a Matrix-Based Cubic Convex Combination Approach. 3998-4012 - Mathias Thor, Tomas Kulvicius, Poramate Manoonpong:
Generic Neural Locomotion Control Framework for Legged Robots. 4013-4025 - Shiming Xiang, Bo Tang:
CSLM: Convertible Short-Term and Long-Term Memory in Differential Neural Computers. 4026-4038 - Fatemeh Fahimi, Strahinja Dosen, Kai Keng Ang, Natalie Mrachacz-Kersting, Cuntai Guan:
Generative Adversarial Networks-Based Data Augmentation for Brain-Computer Interface. 4039-4051 - Eunji Jun, Ahmad Wisnu Mulyadi, Jaehun Choi, Heung-Il Suk:
Uncertainty-Gated Stochastic Sequential Model for EHR Mortality Prediction. 4052-4062 - Yao Xu, Shang Gao, Wenxue Li:
Exponential Stability of Fractional-Order Complex Multi-Links Networks With Aperiodically Intermittent Control. 4063-4074 - Litao Yu, Yongsheng Gao, Jun Zhou, Jian Zhang:
Parameter-Efficient Deep Neural Networks With Bilinear Projections. 4075-4085 - Akshay Ananthakrishnan, Mark G. Allen:
All-Passive Hardware Implementation of Multilayer Perceptron Classifiers. 4086-4095 - Baptiste Schubnel, Rafael E. Carrillo, Pierre-Jean Alet, Andreas Hutter:
A Hybrid Learning Method for System Identification and Optimal Control. 4096-4110 - Bin Gu, Zhou Zhai, Cheng Deng, Heng Huang:
Efficient Active Learning by Querying Discriminative and Representative Samples and Fully Exploiting Unlabeled Data. 4111-4122 - Mingjun Du, Deyuan Meng, Zheng-Guang Wu:
Distributed Controller Design and Analysis of Second-Order Signed Networks With Communication Delays. 4123-4137 - Zhengwei Ruan, Qinmin Yang, Shuzhi Sam Ge, Youxian Sun:
Performance-Guaranteed Fault-Tolerant Control for Uncertain Nonlinear Systems via Learning-Based Switching Scheme. 4138-4150 - Xuecai Hu, Zhang Zhang, Caifeng Shan, Zilei Wang, Liang Wang, Tieniu Tan:
Meta-USR: A Unified Super-Resolution Network for Multiple Degradation Parameters. 4151-4165 - Samuel Kim, Peter Y. Lu, Srijon Mukherjee, Michael Gilbert, Li Jing, Vladimir Ceperic, Marin Soljacic:
Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discovery. 4166-4177 - Dailin Zhang, Zining Wang, Masayoshi Tomizuka:
Neural-Network-Based Iterative Learning Control for Multiple Tasks. 4178-4190 - Xinsong Yang, Xiaoxiao Wan, Zunshui Cheng, Jinde Cao, Yang Liu, Leszek Rutkowski:
Synchronization of Switched Discrete-Time Neural Networks via Quantized Output Control With Actuator Fault. 4191-4201 - Wei Dai, Lingzhi Zhang, Jun Fu, Tianyou Chai, Xiaoping Ma:
Dual-Rate Adaptive Optimal Tracking Control for Dense Medium Separation Process Using Neural Networks. 4202-4216 - Lianfa Li, Ying Fang, Jun Wu, Jinfeng Wang, Yong Ge:
Encoder-Decoder Full Residual Deep Networks for Robust Regression and Spatiotemporal Estimation. 4217-4230 - Chenguang Yang, Dianye Huang, Wei He, Long Cheng:
Neural Control of Robot Manipulators With Trajectory Tracking Constraints and Input Saturation. 4231-4242 - Honglin Li, Payam M. Barnaghi, Shirin Enshaeifar, Frieder Ganz:
Continual Learning Using Bayesian Neural Networks. 4243-4252 - Mine Kerpicci, Huseyin Ozkan, Suleyman Serdar Kozat:
Online Anomaly Detection With Bandwidth Optimized Hierarchical Kernel Density Estimators. 4253-4266 - Hailiang Li, Jian Weng, Yijun Mao, Yonghua Wang, Yiju Zhan, Qingling Cai, Wanrong Gu:
Adaptive Dropout Method Based on Biological Principles. 4267-4276
Volume 32, Number 10, October 2021
- Ke Gu, Hongyan Liu, Zhifang Xia, Junfei Qiao, Weisi Lin, Daniel Thalmann:
PM₂.₅ Monitoring: Use Information Abundance Measurement and Wide and Deep Learning. 4278-4290 - Andrea Galassi, Marco Lippi, Paolo Torroni:
Attention in Natural Language Processing. 4291-4308 - Zhen Fang, Jie Lu, Feng Liu, Junyu Xuan, Guangquan Zhang:
Open Set Domain Adaptation: Theoretical Bound and Algorithm. 4309-4322 - Raghavan Krishnan, Shweta Garg, Sarangapani Jagannathan, V. A. Samaranayake:
Distributed Min-Max Learning Scheme for Neural Networks With Applications to High-Dimensional Classification. 4323-4333 - Wenqian Xue, Jialu Fan, Victor G. Lopez, Yi Jiang, Tianyou Chai, Frank L. Lewis:
Off-Policy Reinforcement Learning for Tracking in Continuous-Time Systems on Two Time Scales. 4334-4346 - Gyeong-Moon Park, Jong-Hwan Kim:
Adaptive Developmental Resonance Network. 4347-4361 - Liyang Zhang, Shuaicheng Liu, Donghao Liu, Pengpeng Zeng, Xiangpeng Li, Jingkuan Song, Lianli Gao:
Rich Visual Knowledge-Based Augmentation Network for Visual Question Answering. 4362-4373 - Haishan Ye, Luo Luo, Zhihua Zhang:
Accelerated Proximal Subsampled Newton Method. 4374-4388 - Haoran You, Yu Cheng, Tianheng Cheng, Chun-Liang Li, Pan Zhou:
Bayesian Cycle-Consistent Generative Adversarial Networks via Marginalizing Latent Sampling. 4389-4403 - Xiaoyu Tao, Xiaopeng Hong, Weiwei Shi, Xinyuan Chang, Yihong Gong:
Analogy-Detail Networks for Object Recognition. 4404-4418 - Min Yang, Qiang Qu, Ying Shen, Zhou Zhao, Xiaojun Chen, Chengming Li:
An Effective Hybrid Learning Model for Real-Time Event Summarization. 4419-4431 - Yuan Yuan, Peng Zhang, Xuelong Li:
Synchronous Fault-Tolerant Near-Optimal Control for Discrete-Time Nonlinear PE Game. 4432-4444 - Kleanthis Malialis, Christos G. Panayiotou, Marios M. Polycarpou:
Online Learning With Adaptive Rebalancing in Nonstationary Environments. 4445-4459 - Ruibing Hou, Bingpeng Ma, Hong Chang, Xinqian Gu, Shiguang Shan, Xilin Chen:
IAUnet: Global Context-Aware Feature Learning for Person Reidentification. 4460-4474 - Fei Zhao, Ting Zhang, Yi Wu, Ming Tang, Jinqiao Wang:
Antidecay LSTM for Siamese Tracking With Adversarial Learning. 4475-4489 - Yuyan Guo, Bin Xu, Rui Zhang:
Terminal Sliding Mode Control of MEMS Gyroscopes With Finite-Time Learning. 4490-4498 - Xiaofeng Ruan, Yufan Liu, Chunfeng Yuan, Bing Li, Weiming Hu, Yangxi Li, Stephen J. Maybank:
EDP: An Efficient Decomposition and Pruning Scheme for Convolutional Neural Network Compression. 4499-4513 - Zheng Zhang, Luyao Liu, Yadan Luo, Zi Huang, Fumin Shen, Heng Tao Shen, Guangming Lu:
Inductive Structure Consistent Hashing via Flexible Semantic Calibration. 4514-4528 - Jian Lou, Yiu-ming Cheung:
An Uplink Communication-Efficient Approach to Featurewise Distributed Sparse Optimization With Differential Privacy. 4529-4543 - Ali Heydari:
Optimal Impulsive Control Using Adaptive Dynamic Programming and its Application in Spacecraft Rendezvous. 4544-4552 - Jian Fu, Xiang Teng, Ce Cao, Zhaojie Ju, Ping Lou:
Robot Motor Skill Transfer With Alternate Learning in Two Spaces. 4553-4564 - Kai-Fung Chu, Albert Y. S. Lam, Chenchen Fan, Victor O. K. Li:
Disturbance-Aware Neuro-Optimal System Control Using Generative Adversarial Control Networks. 4565-4576 - Wanbing Zhao, Hao Liu, Frank L. Lewis:
Robust Formation Control for Cooperative Underactuated Quadrotors via Reinforcement Learning. 4577-4587 - Damith A. Senanayake, Wei Wang, Shalin H. Naik, Saman K. Halgamuge:
Self-Organizing Nebulous Growths for Robust and Incremental Data Visualization. 4588-4602 - Zhengcai Cao, Dong Zhang, MengChu Zhou:
Modeling and Control of Hybrid 3-D Gaits of Snake-Like Robots. 4603-4612 - Tao Sun, Linbo Qiao, Dongsheng Li:
Nonergodic Complexity of Proximal Inertial Gradient Descents. 4613-4626 - Tengteng Yu, Xinwei Liu, Yu-Hong Dai, Jie Sun:
A Minibatch Proximal Stochastic Recursive Gradient Algorithm Using a Trust-Region-Like Scheme and Barzilai-Borwein Stepsizes. 4627-4638 - Zhen Zhang, Dongqing Wang, Junwei Gao:
Learning Automata-Based Multiagent Reinforcement Learning for Optimization of Cooperative Tasks. 4639-4652 - Yu Lu, Changyun Wen, Tielong Shen, Wei-Dong Zhang:
Bearing-Based Adaptive Neural Formation Scaling Control for Autonomous Surface Vehicles With Uncertainties and Input Saturation. 4653-4664 - Qingxiong Tan, Mang Ye, Andy Jinhua Ma, Baoyao Yang, Terry Cheuk-Fung Yip, Grace Lai-Hung Wong, Pong C. Yuen:
Explainable Uncertainty-Aware Convolutional Recurrent Neural Network for Irregular Medical Time Series. 4665-4679 - Qian Gao, Zhifang Yang, Juan Yu, Wei Dai, Xingyu Lei, Bo Tang, Kaigui Xie, Wenyuan Li:
Model-Driven Architecture of Extreme Learning Machine to Extract Power Flow Features. 4680-4690 - Peng Zhou, Peipei Li, Shu Zhao, Xindong Wu:
Feature Interaction for Streaming Feature Selection. 4691-4702 - Shuai Sui, C. L. Philip Chen, Shaocheng Tong:
Neural-Network-Based Adaptive DSC Design for Switched Fractional-Order Nonlinear Systems. 4703-4712 - Mahdi Khodayar, Guangyi Liu, Jianhui Wang, Okyay Kaynak, Mohammad E. Khodayar:
Spatiotemporal Behind-the-Meter Load and PV Power Forecasting via Deep Graph Dictionary Learning. 4713-4727 - Yeonsu Kang, Jiung Jang, Danyoung Cha, Sungsik Lee:
Synaptic Weight Evolution and Charge Trapping Mechanisms in a Synaptic Pass-Transistor Operation With a Direct Potential Output. 4728-4741 - Wanping Zhang, Yongru Chen, Wenming Yang, Guijin Wang, Jing-Hao Xue, Qingmin Liao:
Class-Variant Margin Normalized Softmax Loss for Deep Face Recognition. 4742-4747 - Yimin Hou, Sen Wan, Feng Bao, Zhiquan Ren, Yunfeng Dong, Qionghai Dai, Yue Deng:
Gated Value Network for Multilabel Classification. 4748-4754 - Indro Spinelli, Simone Scardapane, Aurelio Uncini:
Adaptive Propagation Graph Convolutional Network. 4755-4760 - Hong Sang, Jun Zhao:
Event-Driven Synchronization of Switched Complex Networks: A Reachable-Set-Based Design. 4761-4768
Volume 32, Number 11, November 2021
- Chun Yen Lee, Yi-Ping Phoebe Chen:
New Insights Into Drug Repurposing for COVID-19 Using Deep Learning. 4770-4780 - Zhijie Lin, Zhaoshui He, Shengli Xie, Xu Wang, Ji Tan, Jun Lu, Beihai Tan:
AANet: Adaptive Attention Network for COVID-19 Detection From Chest X-Ray Images. 4781-4792 - Erico Tjoa, Cuntai Guan:
A Survey on Explainable Artificial Intelligence (XAI): Toward Medical XAI. 4793-4813 - Jing Jin, Ruocheng Xiao, Ian Daly, Yangyang Miao, Xingyu Wang, Andrzej Cichocki:
Internal Feature Selection Method of CSP Based on L1-Norm and Dempster-Shafer Theory. 4814-4825 - Muhammad Aminul Islam, Bryce Murray, Andrew R. Buck, Derek T. Anderson, Grant J. Scott, Mihail Popescu, James Keller:
Extending the Morphological Hit-or-Miss Transform to Deep Neural Networks. 4826-4838 - Shuling Wang, Haitao Li:
Graph-Based Function Perturbation Analysis for Observability of Multivalued Logical Networkss. 4839-4848 - Chong Di, Qilian Liang, Fangqi Li, Shenghong Li, Fucai Luo:
An Efficient Parameter-Free Learning Automaton Scheme. 4849-4863 - Antonio Javier Gallego, Jorge Calvo-Zaragoza, Robert B. Fisher:
Incremental Unsupervised Domain-Adversarial Training of Neural Networks. 4864-4878 - Adolfo Perrusquía, Wen Yu:
Discrete-Time H2 Neural Control Using Reinforcement Learning. 4879-4889 - Kai Zhao, Yongduan Song, Wenchao Meng, C. L. Philip Chen, Long Chen:
Low-Cost Approximation-Based Adaptive Tracking Control of Output-Constrained Nonlinear Systems. 4890-4900 - Hong Li, Li Zhang:
A Bilevel Learning Model and Algorithm for Self-Organizing Feed-Forward Neural Networks for Pattern Classification. 4901-4915 - Xinyu Zhong, Yanbo Gao:
Synchronization of Inertial Neural Networks With Time-Varying Delays via Quantized Sampled-Data Control. 4916-4930 - Yongqiang Nai, Qingyu Yang, Zongze Wu:
Prescribed Performance Adaptive Neural Compensation Control for Intermittent Actuator Faults by State and Output Feedback. 4931-4945 - Boyi Zhang, Pengjian Shang:
Cumulative Permuted Fractional Entropy and its Applications. 4946-4955 - Zhengming Ma, Zengrong Zhan, Zijian Feng, Jiajing Guo:
Manifold Learning Based on Straight-Like Geodesics and Local Coordinates. 4956-4970 - Min Gan, Yu Guan, Guang-Yong Chen, C. L. Philip Chen:
Recursive Variable Projection Algorithm for a Class of Separable Nonlinear Models. 4971-4982 - Yaqiang Yao, Yang Li, Bingbing Jiang, Huanhuan Chen:
Multiple Kernel k-Means Clustering by Selecting Representative Kernels. 4983-4996 - Ahmad Khajenezhad, Hatef Madani, Hamid Beigy:
Masked Autoencoder for Distribution Estimation on Small Structured Data Sets. 4997-5007 - Wandong Zhang, Q. M. Jonathan Wu, Yimin Yang, Thangarajah Akilan:
Multimodel Feature Reinforcement Framework Using Moore-Penrose Inverse for Big Data Analysis. 5008-5021 - Zhen Li, Jianguo Wu, Xiaowei Yue:
A Shape-Constrained Neural Data Fusion Network for Health Index Construction and Residual Life Prediction. 5022-5033 - Xuejin Chen, Xiaotian Chen, Yiteng Zhang, Xueyang Fu, Zheng-Jun Zha:
Laplacian Pyramid Neural Network for Dense Continuous-Value Regression for Complex Scenes. 5034-5046 - Chang-Dong Wang, Man-Sheng Chen, Ling Huang, Jian-Huang Lai, Philip S. Yu:
Smoothness Regularized Multiview Subspace Clustering With Kernel Learning. 5047-5060 - Ruoxia Li, Jinde Cao:
Exponential H∞ State Estimation for Memristive Neural Networks: Vector Optimization Approach. 5061-5071 - Vera Kurková, David Coufal:
Translation-Invariant Kernels for Multivariable Approximation. 5072-5081 - Muhammad Awais, Md. Tauhid Bin Iqbal, Sung-Ho Bae:
Revisiting Internal Covariate Shift for Batch Normalization. 5082-5092 - Jinxing Li, Bob Zhang, Guangming Lu, Yong Xu, Feng Wu, David Zhang:
Harmonization Shared Autoencoder Gaussian Process Latent Variable Model With Relaxed Hamming Distance. 5093-5107 - Hui-Ting Wang, Yong He, Chuan-Ke Zhang:
Stability Analysis of Continuous-Time Switched Neural Networks With Time-Varying Delay Based on Admissible Edge-Dependent Average Dwell Time. 5108-5117 - Na Lin, Ronghu Chi, Biao Huang, Zhongsheng Hou:
Event-Triggered Nonlinear Iterative Learning Control. 5118-5128 - Liming Liu, Maoxiang Chu, Rongfen Gong, Li Zhang:
An Improved Nonparallel Support Vector Machine. 5129-5143 - Alexander E. Prosvirin, Farzin Piltan, Jong-Myon Kim:
Hybrid Rubbing Fault Identification Using a Deep Learning-Based Observation Technique. 5144-5155 - Tong Ma:
Decentralized Filtering Adaptive Neural Network Control for Uncertain Switched Interconnected Nonlinear Systems. 5156-5166 - Nan Hou, Hongli Dong, Zidong Wang, Hongjian Liu:
A Partial-Node-Based Approach to State Estimation for Complex Networks With Sensor Saturations Under Random Access Protocol. 5167-5178 - Chenhui Zhao, Donghui Guo:
Particle Swarm Optimization Algorithm With Self-Organizing Mapping for Nash Equilibrium Strategy in Application of Multiobjective Optimization. 5179-5193 - Junkai Ji, Yajiao Tang, Lijia Ma, Jianqiang Li, Qiuzhen Lin, Zheng Tang, Yuki Todo:
Accuracy Versus Simplification in an Approximate Logic Neural Model. 5194-5207 - Fuyu Zhao, Weinan Gao, Zhong-Ping Jiang, Tengfei Liu:
Event-Triggered Adaptive Optimal Control With Output Feedback: An Adaptive Dynamic Programming Approach. 5208-5221 - Xin Zhang, Wuneng Zhou, Hamid Reza Karimi, Yuqing Sun:
Finite- and Fixed-Time Cluster Synchronization of Nonlinearly Coupled Delayed Neural Networks via Pinning Control. 5222-5231 - Jiannan Chen, Changchun Hua, Xinping Guan:
Iterative Learning Model-Free Control for Networked Systems With Dual-Direction Data Dropouts and Actuator Faults. 5232-5240 - Manish Narwaria, Aditya Tatu:
Interval-Based Least Squares for Uncertainty-Aware Learning in Human-Centric Multimedia Systems. 5241-5246 - Mulin Chen, Xuelong Li:
Concept Factorization With Local Centroids. 5247-5253 - Kaihong Lu, Qixin Zhu:
Distributed Algorithms Involving Fixed Step Size for Mixed Equilibrium Problems With Multiple Set Constraints. 5254-5260
Volume 32, Number 12, December 2021
- Haibo He:
Farewell Editorial A Heartfelt Thank You and Looking Into the New Era of TNNLS. 5262-5263 - Ahmet Enis Çetin, Qing-Guo Wang:
Guest Editorial Special Issue on Adaptive Learning and Control for Autonomous Vehicles. 5264-5265 - Jianbin Qiu, Min Ma, Tong Wang, Huijun Gao:
Gradient Descent-Based Adaptive Learning Control for Autonomous Underwater Vehicles With Unknown Uncertainties. 5266-5273 - Jiasen Wang, Jun Wang, Qing-Long Han:
Multivehicle Task Assignment Based on Collaborative Neurodynamic Optimization With Discrete Hopfield Networks. 5274-5286 - Li Guo, Runze Li, Bin Jiang:
An Ensemble Broad Learning Scheme for Semisupervised Vehicle Type Classification. 5287-5297 - Quan Zhou, Dezong Zhao, Bin Shuai, Yanfei Li, Huw Williams, Hongming Xu:
Knowledge Implementation and Transfer With an Adaptive Learning Network for Real-Time Power Management of the Plug-in Hybrid Vehicle. 5298-5308 - Meng Li, Zehong Cao, Zhibin Li:
A Reinforcement Learning-Based Vehicle Platoon Control Strategy for Reducing Energy Consumption in Traffic Oscillations. 5309-5322 - Xuepeng Chang, Huihui Pan, Weichao Sun, Huijun Gao:
YolTrack: Multitask Learning Based Real-Time Multiobject Tracking and Segmentation for Autonomous Vehicles. 5323-5333 - Lu Liu, Dan Wang, Zhouhua Peng, Qing-Long Han:
Distributed Path Following of Multiple Under-Actuated Autonomous Surface Vehicles Based on Data-Driven Neural Predictors via Integral Concurrent Learning. 5334-5344 - Hai-Tao Zhang, Binbin Hu, Zhecheng Xu, Zhi Cai, Bin Liu, Xudong Wang, Tao Geng, Sheng Zhong, Jin Zhao:
Visual Navigation and Landing Control of an Unmanned Aerial Vehicle on a Moving Autonomous Surface Vehicle via Adaptive Learning. 5345-5355 - Shuyuan Zhang, Lei Wang, Haihui Wang, Bai Xue:
Consensus Control for Heterogeneous Multivehicle Systems: An Iterative Learning Approach. 5356-5368 - Zehong Cao, Kaichiu Wong, Chin-Teng Lin:
Weak Human Preference Supervision for Deep Reinforcement Learning. 5369-5378 - Changxin Huang, Ronghui Zhang, Meizi Ouyang, Pengxu Wei, Junfan Lin, Jiang Su, Liang Lin:
Deductive Reinforcement Learning for Visual Autonomous Urban Driving Navigation. 5379-5391 - Chaoqiang Zhao, Gary G. Yen, Qiyu Sun, Chongzhen Zhang, Yang Tang:
Masked GAN for Unsupervised Depth and Pose Prediction With Scale Consistency. 5392-5403 - Chongzhen Zhang, Yang Tang, Chaoqiang Zhao, Qiyu Sun, Zhencheng Ye, Jürgen Kurths:
Multitask GANs for Semantic Segmentation and Depth Completion With Cycle Consistency. 5404-5415 - Lei Liu, Wei Zhao, Yan-Jun Liu, Shaocheng Tong, Yueying Wang:
Adaptive Finite-Time Neural Network Control of Nonlinear Systems With Multiple Objective Constraints and Application to Electromechanical System. 5416-5426 - Qian Cui, Yongduan Song:
Tracking Control of Unknown and Constrained Nonlinear Systems via Neural Networks With Implicit Weight and Activation Learning. 5427-5434 - Lixian Zhang, Ruixian Zhang, Tong Wu, Rui Weng, Minghao Han, Ye Zhao:
Safe Reinforcement Learning With Stability Guarantee for Motion Planning of Autonomous Vehicles. 5435-5444 - Zhenhuan Rao, Yuechen Wu, Zifei Yang, Wei Zhang, Shijian Lu, Weizhi Lu, Zhengjun Zha:
Visual Navigation With Multiple Goals Based on Deep Reinforcement Learning. 5445-5455 - Ning Wang, Ying Gao, Xuefeng Zhang:
Data-Driven Performance-Prescribed Reinforcement Learning Control of an Unmanned Surface Vehicle. 5456-5467 - Yujiao Zhao, Yong Ma, Songlin Hu:
USV Formation and Path-Following Control via Deep Reinforcement Learning With Random Braking. 5468-5478 - Changhao Chen, Chris Xiaoxuan Lu, Bing Wang, Niki Trigoni, Andrew Markham:
DynaNet: Neural Kalman Dynamical Model for Motion Estimation and Prediction. 5479-5491 - Guangdeng Zong, Haibin Sun, Sing Kiong Nguang:
Decentralized Adaptive Neuro-Output Feedback Saturated Control for INS and Its Application to AUV. 5492-5501 - Kun Zhang, Rong Su, Huaguang Zhang, Yunlin Tian:
Adaptive Resilient Event-Triggered Control Design of Autonomous Vehicles With an Iterative Single Critic Learning Framework. 5502-5511 - Jiangshuai Huang, Wei Wang, Xiaojie Su:
Adaptive Iterative Learning Control of Multiple Autonomous Vehicles With a Time-Varying Reference Under Actuator Faults. 5512-5525 - Yuxiang Zhang, Bingzhao Gao, Lulu Guo, Hongyan Guo, Hong Chen:
Adaptive Decision-Making for Automated Vehicles Under Roundabout Scenarios Using Optimization Embedded Reinforcement Learning. 5526-5538 - Ziquan Yu, Youmin Zhang, Bin Jiang, Chun-Yi Su, Jun Fu, Ying Jin, Tianyou Chai:
Fractional-Order Adaptive Fault-Tolerant Synchronization Tracking Control of Networked Fixed-Wing UAVs Against Actuator-Sensor Faults via Intelligent Learning Mechanism. 5539-5553 - Kunwu Zhang, Qi Sun, Yang Shi:
Trajectory Tracking Control of Autonomous Ground Vehicles Using Adaptive Learning MPC. 5554-5564 - Yingxin Shou, Bin Xu, Aidong Zhang, Tao Mei:
Virtual Guidance-Based Coordinated Tracking Control of Multi-Autonomous Underwater Vehicles Using Composite Neural Learning. 5565-5574 - Xing Fang, Fei Liu, Xiang Gao:
Composite Learning Control of Overactuated Manned Submersible Vehicle With Disturbance/Uncertainty and Measurement Noise. 5575-5583 - Zhouhua Peng, Dan Wang, Jun Wang:
Data-Driven Adaptive Disturbance Observers for Model-Free Trajectory Tracking Control of Maritime Autonomous Surface Ships. 5584-5594 - Subhash Chand Yogi, Vibhu Kumar Tripathi, Laxmidhar Behera:
Adaptive Integral Sliding Mode Control Using Fully Connected Recurrent Neural Network for Position and Attitude Control of Quadrotor. 5595-5609 - Zhixi Shen, Lian Tan, Shuangshuang Yu, Yongduan Song:
Fault-Tolerant Adaptive Learning Control for Quadrotor UAVs With the Time-Varying CoG and Full-State Constraints. 5610-5622 - Tianqi Wang, Jie Huang:
Leader-Following Event-Triggered Adaptive Practical Consensus of Multiple Rigid Spacecraft Systems Over Jointly Connected Networks. 5623-5632 - Yuanqing Wu, Yanzhou Li, Wenhao Li, Hongyi Li, Renquan Lu:
Robust Lidar-Based Localization Scheme for Unmanned Ground Vehicle via Multisensor Fusion. 5633-5643 - Zhou Gu, Tingting Yin, Zhengtao Ding:
Path Tracking Control of Autonomous Vehicles Subject to Deception Attacks via a Learning-Based Event-Triggered Mechanism. 5644-5653 - Zejian Zhou, Hao Xu:
Decentralized Adaptive Optimal Tracking Control for Massive Autonomous Vehicle Systems With Heterogeneous Dynamics: A Stackelberg Game. 5654-5663 - Francisco Erivaldo Fernandes Junior, Gary G. Yen:
Automatic Searching and Pruning of Deep Neural Networks for Medical Imaging Diagnostic. 5664-5674 - Kai Wu, Jigui Jian:
Global Robust Exponential Dissipativity of Uncertain Second-Order BAM Neural Networks With Mixed Time-Varying Delays. 5675-5687 - Kewen Li, Yongming Li:
Adaptive Neural Network Finite-Time Dynamic Surface Control for Nonlinear Systems. 5688-5697 - Mulin Chen, Xuelong Li:
Robust Matrix Factorization With Spectral Embedding. 5698-5707 - Sentao Chen, Mehrtash Harandi, Xiaona Jin, Xiaowei Yang:
Semi-Supervised Domain Adaptation via Asymmetric Joint Distribution Matching. 5708-5722 - Huaqing Li, Huqiang Cheng, Zheng Wang, Guo-Cheng Wu:
Distributed Nesterov Gradient and Heavy-Ball Double Accelerated Asynchronous Optimization. 5723-5737 - Changjian Zhu, Hong Zhang, Weiyan Chen, Min Tan, Qiuming Liu:
An Occlusion Compensation Learning Framework for Improving the Rendering Quality of Light Field. 5738-5752
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