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ORCIDIEEE Transactions on Neural Networks and Learning Systems, Volume 34
Volume 34, Number 1, January 2023
- Yongduan Song
:
Editorial Happy New Year! 2 - Qi Liu, Wujie Wen:
Model Compression Hardens Deep Neural Networks: A New Perspective to Prevent Adversarial Attacks. 3-14 - Jie Ma, Jun Liu, Yaxian Wang, Junjun Li, Tongliang Liu:
Relation-Aware Fine-Grained Reasoning Network for Textbook Question Answering. 15-27 - Hongyan Zhang, Manhui Lin, Guangyi Yang, Liangpei Zhang:
ESCNet: An End-to-End Superpixel-Enhanced Change Detection Network for Very-High-Resolution Remote Sensing Images. 28-42 - Daniel L. Elliott, Charles W. Anderson:
The Wisdom of the Crowd: Reliable Deep Reinforcement Learning Through Ensembles of Q-Functions. 43-51 - Xinghu Yao, Chao Wen, Yuhui Wang, Xiaoyang Tan:
SMIX(λ): Enhancing Centralized Value Functions for Cooperative Multiagent Reinforcement Learning. 52-63 - Zizhu Fan, Linrui Shi, Qiang Liu, Zhengming Li, Zheng Zhang:
Discriminative Fisher Embedding Dictionary Transfer Learning for Object Recognition. 64-78 - Juan Zhang, Huaguang Zhang, Yuling Liang, Weizhao Song:
Adaptive Bipartite Output Tracking Consensus in Switching Networks of Heterogeneous Linear Multiagent Systems Based on Edge Events. 79-89 - Yue Jin, Shuangqing Wei, Jian Yuan, Xudong Zhang:
Hierarchical and Stable Multiagent Reinforcement Learning for Cooperative Navigation Control. 90-103 - Weixiang Zhou, Jun Fu, Huaicheng Yan, Xin Du, Yueying Wang, Hua Zhou:
Event-Triggered Approximate Optimal Path-Following Control for Unmanned Surface Vehicles With State Constraints. 104-118 - Ali Akbari, Muhammad Awais, Manijeh Bashar, Josef Kittler:
A Theoretical Insight Into the Effect of Loss Function for Deep Semantic-Preserving Learning. 119-133 - Yiyi Zhou, Rongrong Ji, Gen Luo, Xiaoshuai Sun, Jinsong Su, Xinghao Ding, Chia-Wen Lin, Qi Tian:
A Real-Time Global Inference Network for One-Stage Referring Expression Comprehension. 134-143 - Hongyi Li, Ying Wu, Mou Chen, Renquan Lu:
Adaptive Multigradient Recursive Reinforcement Learning Event-Triggered Tracking Control for Multiagent Systems. 144-156 - Xiulan Wei, Yong Zhang, Yun Wei, Yongli Hu, Shuzhen Tong, Wei Huang, Jinde Cao:
Metro Passenger-Flow Representation via Dynamic Mode Decomposition and Its Application. 157-170 - Michel Baes, Calypso Herrera, Ariel Neufeld, Pierre Ruyssen:
Low-Rank Plus Sparse Decomposition of Covariance Matrices Using Neural Network Parametrization. 171-185 - Sanmin Liu, Shan Xue, Jia Wu, Chuan Zhou, Jian Yang, Zhao Li, Jie Cao:
Online Active Learning for Drifting Data Streams. 186-200 - Shaojun Shi, Feiping Nie, Rong Wang, Xuelong Li:
Multi-View Clustering via Nonnegative and Orthogonal Graph Reconstruction. 201-214 - Xiaobin Li, Weiqiang Wang:
GopGAN: Gradients Orthogonal Projection Generative Adversarial Network With Continual Learning. 215-227 - Fanglong Yao, Xian Sun, Hongfeng Yu, Wenkai Zhang, Wei Liang, Kun Fu:
Mimicking the Brain's Cognition of Sarcasm From Multidisciplines for Twitter Sarcasm Detection. 228-242 - Xueyan Yang, Xiaodi Li:
Finite-Time Stability of Nonlinear Impulsive Systems With Applications to Neural Networks. 243-251 - Sihang Zhou, Qiyuan Ou, Xinwang Liu, Siqi Wang, Luyan Liu, Siwei Wang, En Zhu, Jianping Yin, Xin Xu:
Multiple Kernel Clustering With Compressed Subspace Alignment. 252-263 - Wei Wang, Haojie Li, Zhengming Ding, Feiping Nie, Junyang Chen, Xiao Dong, Zhihui Wang:
Rethinking Maximum Mean Discrepancy for Visual Domain Adaptation. 264-277 - Jing Wang, Mengping Xing, Jinde Cao, Ju H. Park, Hao Shen:
H∞Bipartite Synchronization of Double-Layer Markov Switched Cooperation-Competition Neural Networks: A Distributed Dynamic Event-Triggered Mechanism. 278-289 - Mehmet Yamaç, Mete Ahishali, Serkan Kiranyaz, Moncef Gabbouj:
Convolutional Sparse Support Estimator Network (CSEN): From Energy-Efficient Support Estimation to Learning-Aided Compressive Sensing. 290-304 - Yujia Wang, Tong Wang, Xuebo Yang, Jiae Yang:
Gradient Descent-Barzilai Borwein-Based Neural Network Tracking Control for Nonlinear Systems With Unknown Dynamics. 305-315 - Hongxin Wang, Huatian Wang, Jiannan Zhao, Cheng Hu, Jigen Peng, Shigang Yue:
A Time-Delay Feedback Neural Network for Discriminating Small, Fast-Moving Targets in Complex Dynamic Environments. 316-330 - Selim Firat Yilmaz, E. Batuhan Kaynak, Aykut Koç, Hamdi Dibeklioglu, Suleyman Serdar Kozat:
Multi-Label Sentiment Analysis on 100 Languages With Dynamic Weighting for Label Imbalance. 331-343 - Chang Liu, Zhuo Wang, Renquan Lu, Tingwen Huang, Yong Xu:
Finite-Time Estimation for Markovian BAM Neural Networks With Asymmetrical Mode-Dependent Delays and Inconstant Measurements. 344-354 - Hua Li, Tao Liu, Xing Wu, Shaobo Li:
Correlated SVD and Its Application in Bearing Fault Diagnosis. 355-365 - Weiwei Bai, Tieshan Li, Yue Long, C. L. Philip Chen:
Event-Triggered Multigradient Recursive Reinforcement Learning Tracking Control for Multiagent Systems. 366-379 - Yuxiang Zhou, Lejian Liao, Yang Gao, Rui Wang, Heyan Huang:
TopicBERT: A Topic-Enhanced Neural Language Model Fine-Tuned for Sentiment Classification. 380-393 - Yusuke Sakemi, Kai Morino, Takashi Morie, Kazuyuki Aihara:
A Supervised Learning Algorithm for Multilayer Spiking Neural Networks Based on Temporal Coding Toward Energy-Efficient VLSI Processor Design. 394-408 - Weibing Li, Philip Wai Yan Chiu, Zheng Li:
A Novel Neural Approach to Infinity-Norm Joint-Velocity Minimization of Kinematically Redundant Robots Under Joint Limits. 409-420 - Fei Long, Chuan-Ke Zhang, Yong He, Qing-Guo Wang, Zhen-Man Gao, Min Wu:
Hierarchical Passivity Criterion for Delayed Neural Networks via A General Delay-Product-Type Lyapunov-Krasovskii Functional. 421-432 - Tianli Zhao, Qinghao Hu, Xiangyu He, Weixiang Xu, Jiaxing Wang, Cong Leng, Jian Cheng:
ECBC: Efficient Convolution via Blocked Columnizing. 433-445 - Jibin Wu, Yansong Chua, Malu Zhang, Guoqi Li, Haizhou Li, Kay Chen Tan:
A Tandem Learning Rule for Effective Training and Rapid Inference of Deep Spiking Neural Networks. 446-460 - Fei Ye, Adrian G. Bors:
Lifelong Mixture of Variational Autoencoders. 461-474 - Hao Tan, Ran Cheng, Shihua Huang, Cheng He, Changxiao Qiu, Fan Yang, Ping Luo:
RelativeNAS: Relative Neural Architecture Search via Slow-Fast Learning. 475-489 - Bin Gu, Ziran Xiong, Xiang Li, Zhou Zhai, Guansheng Zheng:
Kernel Path for ν-Support Vector Classification. 490-501 - Ke Nai, Zhiyong Li, Yihui Gan, Qi Wang:
Robust Visual Tracking via Multitask Sparse Correlation Filters Learning. 502-515 - Xu Yang, Cheng Deng, Zhiyuan Dang, Dacheng Tao:
Deep Multiview Collaborative Clustering. 516-526 - Ziwei Li, Sai Ravela:
Neural Networks as Geometric Chaotic Maps. 527-533 - Zicong Xia, Yang Liu, Jianlong Qiu, Qihua Ruan, Jinde Cao:
An RNN-Based Algorithm for Decentralized-Partial-Consensus Constrained Optimization. 534-542 - Aleksandr Cariow, Galina Cariowa:
Fast Algorithms for Deep Octonion Networks. 543-548
Volume 34, Number 2, February 2023
- Yuqiao Liu, Yanan Sun, Bing Xue, Mengjie Zhang, Gary G. Yen, Kay Chen Tan:
A Survey on Evolutionary Neural Architecture Search. 550-570 - Xinming Gao, Yongshun Gong, Tiantian Xu, Jinhu Lü, Yuhai Zhao, Xiangjun Dong:
Toward Better Structure and Constraint to Mine Negative Sequential Patterns. 571-585 - Phawis Thammasorn, Wanpracha Art Chaovalitwongse, Daniel S. Hippe, Landon Wootton, Eric Ford, Matthew Spraker, Stephanie E. Combs, Jan C. Peeken, Matthew Nyflot:
Nearest Neighbor-Based Strategy to Optimize Multi-View Triplet Network for Classification of Small-Sample Medical Imaging Data. 586-600 - Youming Xin, Zunshui Cheng:
Adaptive Synchronization for Delayed Chaotic Memristor-Based Neural Networks. 601-610 - Liu Liu, Ji Liu, Cho-Jui Hsieh, Dacheng Tao:
Stochastically Controlled Compositional Gradient for Composition Problems. 611-622 - Jiaojiao Li, Chaoxiong Wu, Rui Song, Yunsong Li, Weiying Xie, Lihuo He, Xinbo Gao:
Deep Hybrid 2-D-3-D CNN Based on Dual Second-Order Attention With Camera Spectral Sensitivity Prior for Spectral Super-Resolution. 623-634 - Yongliang Yang, Bahare Kiumarsi, Hamidreza Modares, Chengzhong Xu:
Model-Free λ-Policy Iteration for Discrete-Time Linear Quadratic Regulation. 635-649 - Anis Yazidi, Daniel Silvestre, B. John Oommen:
Solving Two-Person Zero-Sum Stochastic Games With Incomplete Information Using Learning Automata With Artificial Barriers. 650-661 - Jingcai Guo, Song Guo, Shiheng Ma, Yuxia Sun, Yuanyuan Xu:
Conservative Novelty Synthesizing Network for Malware Recognition in an Open-Set Scenario. 662-676 - Zhihao Cheng, Liu Liu, Aishan Liu, Hao Sun, Meng Fang, Dacheng Tao:
On the Guaranteed Almost Equivalence Between Imitation Learning From Observation and Demonstration. 677-689 - Kun Deng, Song Zhu, Gang Bao, Jun Fu, Zhigang Zeng:
Multistability of Dynamic Memristor Delayed Cellular Neural Networks With Application to Associative Memories. 690-702 - Jiayue Sun, Huaguang Zhang, Shun Xu, Yang Liu:
Full Information Control for Switched Neural Networks Subject to Fault and Disturbance. 703-714 - Fatih Ilhan, Oguzhan Karaahmetoglu, Ismail Balaban, Suleyman Serdar Kozat:
Markovian RNN: An Adaptive Time Series Prediction Network With HMM-Based Switching for Nonstationary Environments. 715-728 - Yingkang Xie, Qian Ma:
Adaptive Event-Triggered Neural Network Control for Switching Nonlinear Systems With Time Delays. 729-738 - Eunjin Jeon, Wonjun Ko, Jee Seok Yoon, Heung-Il Suk:
Mutual Information-Driven Subject-Invariant and Class-Relevant Deep Representation Learning in BCI. 739-749 - Alqamah Sayeed, Yunsoo Choi, Jia Jung, Yannic Lops, Ebrahim Eslami, Ahmed Khan Salman:
A Deep Convolutional Neural Network Model for Improving WRF Simulations. 750-760 - Yu Wang, Ruonan Liu, Di Lin, Dongyue Chen, Ping Li, Qinghua Hu, C. L. Philip Chen:
Coarse-to-Fine: Progressive Knowledge Transfer-Based Multitask Convolutional Neural Network for Intelligent Large-Scale Fault Diagnosis. 761-774 - Fanchao Kong, Quanxin Zhu:
Fixed-Time Stabilization of Discontinuous Neutral Neural Networks With Proportional Delays via New Fixed-Time Stability Lemmas. 775-785 - Kaiqun Zhu, Zidong Wang, Yun Chen, Guoliang Wei:
Neural-Network-Based Set-Membership Fault Estimation for 2-D Systems Under Encoding-Decoding Mechanism. 786-798 - Xiang Ling, Lingfei Wu, Saizhuo Wang, Tengfei Ma, Fangli Xu, Alex X. Liu, Chunming Wu, Shouling Ji:
Multilevel Graph Matching Networks for Deep Graph Similarity Learning. 799-813 - Qiufeng Wang, Zhengqiang Zhang, Xue-Jun Xie:
Globally Adaptive Neural Network Tracking for Uncertain Output-Feedback Systems. 814-823 - Luca Manneschi, Andrew C. Lin, Eleni Vasilaki:
SpaRCe: Improved Learning of Reservoir Computing Systems Through Sparse Representations. 824-838 - Jing Wang, Xin Geng:
Label Distribution Learning by Exploiting Label Distribution Manifold. 839-852 - Kun Zhang, Guangyi Lv, Le Wu, Enhong Chen, Qi Liu, Meng Wang:
LadRa-Net: Locally Aware Dynamic Reread Attention Net for Sentence Semantic Matching. 853-866 - Meng Pang, Binghui Wang, Mang Ye, Yiu-ming Cheung, Yiran Chen, Bihan Wen:
DisP+V: A Unified Framework for Disentangling Prototype and Variation From Single Sample per Person. 867-881 - Nanyang Ye, Qianxiao Li, Xiao-Yun Zhou, Zhanxing Zhu:
An Annealing Mechanism for Adversarial Training Acceleration. 882-893 - Jin-Liang Wang, Xiao-Xiao Zhang, Guoguang Wen, Yiwen Chen, Huai-Ning Wu:
Passivity and Finite-Time Passivity for Multi-Weighted Fractional-Order Complex Networks With Fixed and Adaptive Couplings. 894-908 - Lan Yao, Zhen Wang, Xia Huang, Yuxia Li, Qian Ma, Hao Shen:
Stochastic Sampled-Data Exponential Synchronization of Markovian Jump Neural Networks With Time-Varying Delays. 909-920 - Avraham A. Melkman, Sini Guo, Wai-Ki Ching, Pengyu Liu, Tatsuya Akutsu:
On the Compressive Power of Boolean Threshold Autoencoders. 921-931 - Tai-Xiang Jiang, Xi-Le Zhao, Hao Zhang, Michael K. Ng:
Dictionary Learning With Low-Rank Coding Coefficients for Tensor Completion. 932-946 - Kewen Li, Yongming Li:
Adaptive NN Optimal Consensus Fault-Tolerant Control for Stochastic Nonlinear Multiagent Systems. 947-957 - Xiaoping Lai, Jiuwen Cao, Zhiping Lin:
An Accelerated Maximally Split ADMM for a Class of Generalized Ridge Regression. 958-972 - Bao-Yu Liu, Ling Huang, Chang-Dong Wang, Jian-Huang Lai, Philip S. Yu:
Multiview Clustering via Proximity Learning in Latent Representation Space. 973-986 - Huanhuan Ran, Shiping Wen, Qian Li, Yuting Cao, Kaibo Shi, Tingwen Huang:
Compact and Stable Memristive Visual Geometry Group Neural Network. 987-998 - Jiaming Zhang, Ben Niu, Ding Wang, Huanqing Wang, Peiyong Duan, Guangdeng Zong:
Adaptive Neural Control of Nonlinear Nonstrict Feedback Systems With Full-State Constraints: A Novel Nonlinear Mapping Method. 999-1007 - Thanh Tung Khuat, Bogdan Gabrys:
Random Hyperboxes. 1008-1022 - Dalu Guo, Chang Xu, Dacheng Tao:
Bilinear Graph Networks for Visual Question Answering. 1023-1034 - Yuewen Sun, Kun Zhang, Changyin Sun:
Model-Based Transfer Reinforcement Learning Based on Graphical Model Representations. 1035-1048 - Kuo Li, Changchun Hua, Xiu You, Choon Ki Ahn:
Leader-Following Consensus Control for Uncertain Feedforward Stochastic Nonlinear Multiagent Systems. 1049-1057 - Xun Shen, Tinghui Ouyang, Nan Yang, Jiancang Zhuang:
Sample-Based Neural Approximation Approach for Probabilistic Constrained Programs. 1058-1065 - Zehong Cao, Chin-Teng Lin:
Reinforcement Learning From Hierarchical Critics. 1066-1073 - Guoqiang Tan, Zhanshan Wang, Zhan Shi:
Proportional-Integral State Estimator for Quaternion-Valued Neural Networks With Time-Varying Delays. 1074-1079 - Zhanglei Shi, Hao Wang, Chi-Sing Leung:
Constrained Center Loss for Convolutional Neural Networks. 1080-1088 - Soheila Molaei, Nima Ghanbari Bousejin, Hadi Zare, Mahdi Jalili, Shirui Pan:
Learning Graph Representations With Maximal Cliques. 1089-1096
Volume 34, Number 3, March 2023
- Peng Liu, Jun Wang, Zhigang Zeng:
An Overview of the Stability Analysis of Recurrent Neural Networks With Multiple Equilibria. 1098-1111 - Bo Lyu, Yin Yang, Shiping Wen, Tingwen Huang, Ke Li:
Neural Architecture Search for Portrait Parsing. 1112-1121 - Shan Zhao, Minghao Hu, Zhiping Cai, Fang Liu:
Dynamic Modeling Cross-Modal Interactions in Two-Phase Prediction for Entity-Relation Extraction. 1122-1131 - Mu Li, Kai Zhang, Jinxing Li, Wangmeng Zuo, Radu Timofte, David Zhang:
Learning Context-Based Nonlocal Entropy Modeling for Image Compression. 1132-1145 - Yong-Sheng Ma, Wei-Wei Che, Chao Deng, Zheng-Guang Wu:
Distributed Model-Free Adaptive Control for Learning Nonlinear MASs Under DoS Attacks. 1146-1155 - Zhi Feng, Guoqiang Hu:
Formation Tracking of Multiagent Systems With Time-Varying Actuator Faults and Its Application to Task-Space Cooperative Tracking of Manipulators. 1156-1168 - Shengli Du, Wenying Xu, Junfei Qiao, Daniel W. C. Ho:
Resilient Output Synchronization of Heterogeneous Multiagent Systems With DoS Attacks Under Distributed Event-/Self-Triggered Control. 1169-1178 - Xu Chen:
Robust Semisupervised Deep Generative Model Under Compound Noise. 1179-1193 - Qian Zhao, Jun Shu, Xiang Yuan, Ziming Liu, Deyu Meng:
A Probabilistic Formulation for Meta-Weight-Net. 1194-1208 - Qian Qiu, Housheng Su:
Sampling-Based Event-Triggered Exponential Synchronization for Reaction-Diffusion Neural Networks. 1209-1217 - Dequan Jin, Murong Yang, Ziyan Qin, Jigen Peng, Shihui Ying:
A Weighting Method for Feature Dimension by Semisupervised Learning With Entropy. 1218-1227 - Linyan Gu, Lihua Yang, Feng Zhou:
Refinements of Approximation Results of Conditional Restricted Boltzmann Machines. 1228-1242 - Haitao Xu, Lech Szymanski, Brendan McCane:
VASE: Variational Assorted Surprise Exploration for Reinforcement Learning. 1243-1252 - Wanfu Gao, Yonghao Li, Liang Hu:
Multilabel Feature Selection With Constrained Latent Structure Shared Term. 1253-1262 - Songnam Hong, Jeongmin Chae:
Distributed Online Learning With Multiple Kernels. 1263-1277 - Cao Qin, Yunzhou Zhang, Yingda Liu, Delong Zhu, Sonya A. Coleman, Dermot Kerr:
Structure-Aware Feature Disentanglement With Knowledge Transfer for Appearance-Changing Place Recognition. 1278-1290 - Guoxing Wen, Liguang Xu, Bin Li:
Optimized Backstepping Tracking Control Using Reinforcement Learning for a Class of Stochastic Nonlinear Strict-Feedback Systems. 1291-1303 - Zhenxing Zheng, Gaoyun An, Shan Cao, Dapeng Wu, Qiuqi Ruan:
Collaborative and Multilevel Feature Selection Network for Action Recognition. 1304-1318 - Barbara Franci, Sergio Grammatico:
Training Generative Adversarial Networks via Stochastic Nash Games. 1319-1328 - Federico Nesti, Alessandro Biondi, Giorgio Carlo Buttazzo:
Detecting Adversarial Examples by Input Transformations, Defense Perturbations, and Voting. 1329-1341 - Pengcheng Gao, Ke Lu, Jian Xue, Jiayi Lyu, Ling Shao:
A Facial Landmark Detection Method Based on Deep Knowledge Transfer. 1342-1353 - Min Li, Yao Zhang, Mingqing Xiao, Weiqiang Zhang, Xiaoli Sun:
Unsupervised Learning for Salient Object Detection via Minimization of Bilinear Factor Matrix Norm. 1354-1366 - Fei Liu, Jing Liu, Richang Hong, Hanqing Lu:
Question-Guided Erasing-Based Spatiotemporal Attention Learning for Video Question Answering. 1367-1379 - Jie Ma, Jun Liu, Qika Lin, Bei Wu, Yaxian Wang, Yang You:
Multitask Learning for Visual Question Answering. 1380-1394 - Boyang Wang, Jafar Saniie:
Massive Ultrasonic Data Compression Using Wavelet Packet Transformation Optimized by Convolutional Autoencoders. 1395-1405 - Yan Xiao, Yaochu Jin, Kuangrong Hao:
Adaptive Prototypical Networks With Label Words and Joint Representation Learning for Few-Shot Relation Classification. 1406-1417 - Dechao Chen, Xiang Li, Shuai Li:
A Novel Convolutional Neural Network Model Based on Beetle Antennae Search Optimization Algorithm for Computerized Tomography Diagnosis. 1418-1429 - Mengke Lian, Zhenyuan Guo, Xiaoxuan Wang, Shiping Wen, Tingwen Huang:
Adaptive Exact Penalty Design for Optimal Resource Allocation. 1430-1438 - Peiliang Huang, Junwei Han, Dingwen Zhang, Mingliang Xu:
CLRNet: Component-Level Refinement Network for Deep Face Parsing. 1439-1453 - Hangkai Hu, Gao Huang, Xiang Li, Shiji Song:
Meta-Reinforcement Learning With Dynamic Adaptiveness Distillation. 1454-1464 - Yun Chen, Xueyang Meng, Zidong Wang, Hongli Dong:
Event-Triggered Recursive State Estimation for Stochastic Complex Dynamical Networks Under Hybrid Attacks. 1465-1477 - Víctor Manuel Vargas, Pedro Antonio Gutiérrez, Javier Barbero-Gómez, César Hervás-Martínez:
Activation Functions for Convolutional Neural Networks: Proposals and Experimental Study. 1478-1488 - Yuqiang Luo, Zidong Wang, Weiguo Sheng, Dong Yue:
State Estimation for Discrete Time-Delayed Impulsive Neural Networks Under Communication Constraints: A Delay-Range-Dependent Approach. 1489-1501 - Xiaobin Gao, Feiqi Deng, Pengyu Zeng, Hongyang Zhang:
Adaptive Neural Event-Triggered Control of Networked Markov Jump Systems Under Hybrid Cyberattacks. 1502-1512 - Wu Wang, Xueyang Fu, Weihong Zeng, Liyan Sun, Ronghui Zhan, Yue Huang, Xinghao Ding:
Enhanced Deep Blind Hyperspectral Image Fusion. 1513-1523 - Guoxing Wen, C. L. Philip Chen:
Optimized Backstepping Consensus Control Using Reinforcement Learning for a Class of Nonlinear Strict-Feedback-Dynamic Multi-Agent Systems. 1524-1536 - Hui Lan, Ziquan Liu, Janet H. Hsiao, Dan Yu, Antoni B. Chan:
Clustering Hidden Markov Models With Variational Bayesian Hierarchical EM. 1537-1551 - Tianyuan Shi, Yongduan Song:
A Novel Two-Stage Generation Framework for Promoting the Persona-Consistency and Diversity of Responses in Neural Dialog Systems. 1552-1562 - Dianlong You, Ruiqi Li, Shunpan Liang, Miaomiao Sun, Xinju Ou, Fuyong Yuan, Limin Shen, Xindong Wu:
Online Causal Feature Selection for Streaming Features. 1563-1577 - Xian-Ming Zhang, Qing-Long Han, Xiaohua Ge, Baolin Zhang:
Delay-Variation-Dependent Criteria on Extended Dissipativity for Discrete-Time Neural Networks With Time-Varying Delay. 1578-1587 - Kun Hu, Zhiyong Wang, Kaylena A. Ehgoetz Martens, Markus Hagenbuchner, Mohammed Bennamoun, Ah Chung Tsoi, Simon J. G. Lewis:
Graph Fusion Network-Based Multimodal Learning for Freezing of Gait Detection. 1588-1600 - Yiming Xu, Lin Chen, Lixin Duan, Ivor W. Tsang, Jiebo Luo:
Open Set Domain Adaptation With Soft Unknown-Class Rejection. 1601-1612 - Xiaohui Wei, Ting Lu, Shutao Li:
Intrinsic Graph Learning With Discrete Constrained Diffusion-Fusion. 1613-1626 - Xuelong Li, Yunxing Zhang, Rui Zhang:
Self-Weighted Unsupervised LDA. 1627-1632
Volume 34, Number 4, April 2023
- Junchi Yan, Hongteng Xu, Liangda Li, Mehrdad Farajtabar, Xiaokang Yang:
Guest Editorial Robust Learning of Spatio-Temporal Point Processes: Modeling, Algorithm, and Applications. 1634-1638 - Shuo Yang, Minjing Dong, Yunhe Wang, Chang Xu:
Adversarial Recurrent Time Series Imputation. 1639-1650 - Zhihong Zhang, Dongdong Chen, Lu Bai, Jianjia Wang, Edwin R. Hancock:
Graph Motif Entropy for Understanding Time-Evolving Networks. 1651-1665 - Paidamoyo Chapfuwa, Chenyang Tao, Chunyuan Li, Irfan Khan, Karen Chandross, Michael J. Pencina, Lawrence Carin, Ricardo Henao:
Calibration and Uncertainty in Neural Time-to-Event Modeling. 1666-1680 - Weichang Wu, Huanxi Liu, Xiaohu Zhang, Yu Liu, Hongyuan Zha:
Modeling Event Propagation via Graph Biased Temporal Point Process. 1681-1691 - Dawei Cheng, Zhibin Niu, Liqing Zhang:
Delinquent Events Prediction in Temporal Networked-Guarantee Loans. 1692-1704 - Zilong He, Pengfei Chen, Xiaoyun Li, Yongfeng Wang, Guangba Yu, Cailin Chen, Xinrui Li, Zibin Zheng:
A Spatiotemporal Deep Learning Approach for Unsupervised Anomaly Detection in Cloud Systems. 1705-1719 - Wei Zhang, Xin Lai, Jianyong Wang:
Social Link Inference via Multiview Matching Network From Spatiotemporal Trajectories. 1720-1731 - Jungang Lou, Yunliang Jiang, Qing Shen, Ruiqin Wang, Zechao Li:
Probabilistic Regularized Extreme Learning for Robust Modeling of Traffic Flow Forecasting. 1732-1741 - Jianing Li, Yihua Fu, Siwei Dong, Zhaofei Yu, Tie-Jun Huang, Yonghong Tian:
Asynchronous Spatiotemporal Spike Metric for Event Cameras. 1742-1753 - Ning Zhang:
Learning Adversarial Transformer for Symbolic Music Generation. 1754-1763 - Qiang Gao, Fan Zhou, Kunpeng Zhang, Fengli Zhang, Goce Trajcevski:
Adversarial Human Trajectory Learning for Trip Recommendation. 1764-1776 - Tao Wang, Kean Chen, Weiyao Lin, John See, Zenghui Zhang, Qian Xu, Xia Jia:
Spatio-Temporal Point Process for Multiple Object Tracking. 1777-1788 - Wenwei Liang, Wei Zhang:
Learning Social Relations and Spatiotemporal Trajectories for Next Check-in Inference. 1789-1799 - Davide Bacciu, Davide Morelli, Vlad Pandelea:
Modeling Mood Polarity and Declaration Occurrence by Neural Temporal Point Processes. 1800-1807 - Lu Bai, Lixin Cui, Zhihong Zhang, Lixiang Xu, Yue Wang, Edwin R. Hancock:
Entropic Dynamic Time Warping Kernels for Co-Evolving Financial Time Series Analysis. 1808-1822 - Zhanyu Ma, Xiaoou Lu, Jiyang Xie, Zhen Yang, Jing-Hao Xue, Zheng-Hua Tan, Bo Xiao, Jun Guo:
On the Comparisons of Decorrelation Approaches for Non-Gaussian Neutral Vector Variables. 1823-1837 - Lu Jin, Zechao Li, Jinhui Tang:
Deep Semantic Multimodal Hashing Network for Scalable Image-Text and Video-Text Retrievals. 1838-1851 - Xiaoyu Zhang, Changsheng Li, Haichao Shi, Xiaobin Zhu, Peng Li, Jing Dong:
AdapNet: Adaptability Decomposing Encoder-Decoder Network for Weakly Supervised Action Recognition and Localization. 1852-1863 - Ping Qiu, Yongshun Gong, Yuhai Zhao, Longbing Cao, Chengqi Zhang, Xiangjun Dong:
An Efficient Method for Modeling Nonoccurring Behaviors by Negative Sequential Patterns With Loose Constraints. 1864-1878 - Junzhong Ji, Aixiao Zou, Jinduo Liu, Cuicui Yang, Xiaodan Zhang, Yongduan Song:
A Survey on Brain Effective Connectivity Network Learning. 1879-1899 - Tong Wang, Yujia Wang, Xuebo Yang, Jiae Yang:
Further Results on Optimal Tracking Control for Nonlinear Systems With Nonzero Equilibrium via Adaptive Dynamic Programming. 1900-1910 - Wei Sun, Shuzhen Diao, Shun-Feng Su, Zong-Yao Sun:
Fixed-Time Adaptive Neural Network Control for Nonlinear Systems With Input Saturation. 1911-1920 - Huifeng Zhang, Dong Yue, Chunxia Dou, Xiangpeng Xie, Kang Li, Gerhard P. Hancke:
Resilient Optimal Defensive Strategy of TSK Fuzzy-Model-Based Microgrids' System via a Novel Reinforcement Learning Approach. 1921-1931 - Yongchao Liu, Qidan Zhu:
Event-Triggered Adaptive Neural Network Control for Stochastic Nonlinear Systems With State Constraints and Time-Varying Delays. 1932-1944 - Huiqun Wang, Ruijie Yang, Di Huang, Yunhong Wang:
iDARTS: Improving DARTS by Node Normalization and Decorrelation Discretization. 1945-1957 - Haojie Liu, Shun Ma, Daoxun Xia, Shaozi Li:
SFANet: A Spectrum-Aware Feature Augmentation Network for Visible-Infrared Person Reidentification. 1958-1971 - Hao Tang, Hong Liu, Dan Xu, Philip H. S. Torr, Nicu Sebe:
AttentionGAN: Unpaired Image-to-Image Translation Using Attention-Guided Generative Adversarial Networks. 1972-1987 - Yingjie Fan, Xia Huang, Zhen Wang, Jianwei Xia, Hao Shen:
Discontinuous Event-Triggered Control for Local Stabilization of Memristive Neural Networks With Actuator Saturation: Discrete- and Continuous-Time Lyapunov Methods. 1988-2000 - Jingxin Liu, Xiaofeng Liao:
A Projection Neural Network to Nonsmooth Constrained Pseudoconvex Optimization. 2001-2015 - Adam Barton, Eva Volná, Martin Kotyrba, Robert Jarusek:
Proposal of a Control Algorithm for Multiagent Cooperation Using Spiking Neural Networks. 2016-2027 - Mingrui Cao, Long Zhang, Bin Cao:
Toward On-Device Federated Learning: A Direct Acyclic Graph-Based Blockchain Approach. 2028-2042 - Weizhong Yu, Jintang Bian, Feiping Nie, Rong Wang, Xuelong Li:
Unsupervised Subspace Learning With Flexible Neighboring. 2043-2056 - Dongjing Shan, Yong Luo, Xiongwei Zhang, Chao Zhang:
DRRNets: Dynamic Recurrent Routing via Low-Rank Regularization in Recurrent Neural Networks. 2057-2067 - Yang Zhao, Xuelong Li:
Spectral Clustering With Adaptive Neighbors for Deep Learning. 2068-2078 - Yuan Yao, Xutao Li, Yu Zhang, Yunming Ye:
Multisource Heterogeneous Domain Adaptation With Conditional Weighting Adversarial Network. 2079-2092 - Jiajun Chai, Weifan Li, Yuanheng Zhu, Dongbin Zhao, Zhe Ma, Kewu Sun, Jishiyu Ding:
UNMAS: Multiagent Reinforcement Learning for Unshaped Cooperative Scenarios. 2093-2104 - Shangce Gao, MengChu Zhou, Ziqian Wang, Daiki Sugiyama, Jiujun Cheng, Jiahai Wang, Yuki Todo:
Fully Complex-Valued Dendritic Neuron Model. 2105-2118 - Zizhen Zhang, Hong Liu, MengChu Zhou, Jiahai Wang:
Solving Dynamic Traveling Salesman Problems With Deep Reinforcement Learning. 2119-2132 - Yinan Shao, Jerry Chun-Wei Lin, Gautam Srivastava, Dongdong Guo, Hongchun Zhang, Hu Yi, Alireza Jolfaei:
Multi-Objective Neural Evolutionary Algorithm for Combinatorial Optimization Problems. 2133-2143 - Shuyin Xia, Shaoyuan Zheng, Guoyin Wang, Xinbo Gao, Binggui Wang:
Granular Ball Sampling for Noisy Label Classification or Imbalanced Classification. 2144-2155 - Mei Liu, Liangming Chen, Xiaohao Du, Long Jin, Mingsheng Shang:
Activated Gradients for Deep Neural Networks. 2156-2168
Volume 34, Number 5, May 2023
- Wei Zhang, Andrea Valencia, Ni-Bin Chang:
Synergistic Integration Between Machine Learning and Agent-Based Modeling: A Multidisciplinary Review. 2170-2190 - Edward Paxon Frady, Denis Kleyko, Friedrich T. Sommer:
Variable Binding for Sparse Distributed Representations: Theory and Applications. 2191-2204 - Dingheng Wang, Bijiao Wu, Guangshe Zhao, Man Yao, Hengnu Chen, Lei Deng, Tianyi Yan, Guoqi Li:
Kronecker CP Decomposition With Fast Multiplication for Compressing RNNs. 2205-2219 - Guanglei Zhao, Changchun Hua:
Leaderless and Leader-Following Bipartite Consensus of Multiagent Systems With Sampled and Delayed Information. 2220-2233 - Yan Zeng, Zhifeng Hao, Ruichu Cai, Feng Xie, Libo Huang, Shohei Shimizu:
Nonlinear Causal Discovery for High-Dimensional Deterministic Data. 2234-2245 - Guang Feng, Zhiwei Hu, Lihe Zhang, Jiayu Sun, Huchuan Lu:
Bidirectional Relationship Inferring Network for Referring Image Localization and Segmentation. 2246-2258 - Antoine Ledent, Rodrigo Alves, Marius Kloft:
Orthogonal Inductive Matrix Completion. 2259-2270 - Cheng Yang, Hao Wang, Jian Tang, Chuan Shi, Maosong Sun, Ganqu Cui, Zhiyuan Liu:
Full-Scale Information Diffusion Prediction With Reinforced Recurrent Networks. 2271-2283 - Yuhong Xu, Zhiwen Yu, C. L. Philip Chen, Zhulin Liu:
Adaptive Subspace Optimization Ensemble Method for High-Dimensional Imbalanced Data Classification. 2284-2297 - Shiyu Dong, Hong Zhu, Shouming Zhong, Kaibo Shi, Jianquan Lu:
Impulsive-Based Almost Surely Synchronization for Neural Network Systems Subject to Deception Attacks. 2298-2307 - Qi Zhao, Shuchang Lyu, Yuewen Li, Yujing Ma, Lijiang Chen:
MGML: Multigranularity Multilevel Feature Ensemble Network for Remote Sensing Scene Classification. 2308-2322 - Chaojie Ji, Yijia Zheng, Ruxin Wang, Yunpeng Cai, Hongyan Wu:
Graph Polish: A Novel Graph Generation Paradigm for Molecular Optimization. 2323-2337 - Jian-Yu Li, Zhi-Hui Zhan, Jin Xu, Sam Kwong, Jun Zhang:
Surrogate-Assisted Hybrid-Model Estimation of Distribution Algorithm for Mixed-Variable Hyperparameters Optimization in Convolutional Neural Networks. 2338-2352 - Junru Luo, Hong Qiao, Bo Zhang:
A Minimax Probability Machine for Nondecomposable Performance Measures. 2353-2365 - Mutsumi Kimura, Yuma Ishisaki, Yuta Miyabe, Homare Yoshida, Isato Ogawa, Tomoharu Yokoyama, Ken-Ichi Haga, Eisuke Tokumitsu, Yasuhiko Nakashima:
Neuromorphic System Using Memcapacitors and Autonomous Local Learning. 2366-2373 - Olga G. Andrianova, Alex Poznyak, Rita Quetziquel Fuentes-Aguilar, Isaac Chairez:
Rational Continuous Neural Network Identifier for Singular Perturbed Systems With Uncertain Dynamical Models. 2374-2385 - Wenqian Xue, Bosen Lian, Jialu Fan, Patrik Kolaric, Tianyou Chai, Frank L. Lewis:
Inverse Reinforcement Q-Learning Through Expert Imitation for Discrete-Time Systems. 2386-2399 - Beakcheol Jang, Inhwan Kim, Jong Wook Kim:
Long-Term Influenza Outbreak Forecast Using Time-Precedence Correlation of Web Data. 2400-2412 - Lin Xiao, Yongjun He, Yaonan Wang, Jianhua Dai, Ran Wang, Wensheng Tang:
A Segmented Variable-Parameter ZNN for Dynamic Quadratic Minimization With Improved Convergence and Robustness. 2413-2424 - Jiale Cao, Yanwei Pang, Jungong Han, Xuelong Li:
Hierarchical Regression and Classification for Accurate Object Detection. 2425-2439 - Zhixin Zhang, Zhiyong Chen:
Modeling and Control of Robotic Manipulators Based on Symbolic Regression. 2440-2450 - Jinshi Yu, Guoxu Zhou, Weijun Sun, Shengli Xie:
Robust to Rank Selection: Low-Rank Sparse Tensor-Ring Completion. 2451-2465 - Junyan Liu, Dapeng Li, Haitao Zhao, Lin Gao:
Robust Discriminant Subspace Clustering With Adaptive Local Structure Embedding. 2466-2479 - Seyyed Amir Hadi Minoofam, Azam Bastanfard, Mohammad Reza Keyvanpour:
TRCLA: A Transfer Learning Approach to Reduce Negative Transfer for Cellular Learning Automata. 2480-2489 - Licheng Liu, C. L. Philip Chen, Yaonan Wang:
Modal Regression-Based Graph Representation for Noise Robust Face Hallucination. 2490-2502 - Yixin Cheng, Bin Xu, Zhi Lian, Zhongke Shi, Peng Shi:
Adaptive Learning Control of Switched Strict-Feedback Nonlinear Systems With Dead Zone Using NN and DOB. 2503-2512 - Zhehua Zhou, Ozgur S. Oguz, Marion Leibold, Martin Buss:
Learning a Low-Dimensional Representation of a Safe Region for Safe Reinforcement Learning on Dynamical Systems. 2513-2527 - Lei Cai, Zhengyang Wang, Rob Kulathinal, Sudhir Kumar, Shuiwang Ji:
Deep Low-Shot Learning for Biological Image Classification and Visualization From Limited Training Samples. 2528-2538 - Jiannan Zhao, Hongxin Wang, Nicola Bellotto, Cheng Hu, Jigen Peng, Shigang Yue:
Enhancing LGMD's Looming Selectivity for UAV With Spatial-Temporal Distributed Presynaptic Connections. 2539-2553 - Jun-Yi Li, Zidong Wang, Renquan Lu, Yong Xu:
Cluster Synchronization Control for Discrete-Time Complex Dynamical Networks: When Data Transmission Meets Constrained Bit Rate. 2554-2568 - Ling Liang, Xing Hu, Lei Deng, Yujie Wu, Guoqi Li, Yufei Ding, Peng Li, Yuan Xie:
Exploring Adversarial Attack in Spiking Neural Networks With Spike-Compatible Gradient. 2569-2583 - Jinghua Li, Shanyang Wei, Wei Dai:
Combination of Manifold Learning and Deep Learning Algorithms for Mid-Term Electrical Load Forecasting. 2584-2593 - Qian Liu, Xiubo Geng, Heyan Huang, Tao Qin, Jie Lu, Daxin Jiang:
MGRC: An End-to-End Multigranularity Reading Comprehension Model for Question Answering. 2594-2605 - Dino Vlahek, Domen Mongus:
An Efficient Iterative Approach to Explainable Feature Learning. 2606-2618 - John Sum, Chi-Sing Leung:
Regularization Effect of Random Node Fault/Noise on Gradient Descent Learning Algorithm. 2619-2632 - Ao Luo, Fan Yang, Xin Li, Yuezun Li, Zhicheng Jiao, Hong Cheng, Siwei Lyu:
Robust Scene Parsing by Mining Supportive Knowledge From Dataset. 2633-2646 - Yongjian Fu, Songyuan Li, Hanbin Zhao, Wenfu Wang, Weihao Fang, Yueting Zhuang, Zhijie Pan, Xi Li:
Elastic Knowledge Distillation by Learning From Recollection. 2647-2658 - Jing Chen, Min Xiao, Youhong Wan, Chengdai Huang, Fengyu Xu:
Dynamical Bifurcation for a Class of Large-Scale Fractional Delayed Neural Networks With Complex Ring-Hub Structure and Hybrid Coupling. 2659-2669 - Zhiqiang Tao, Jun Li, Huazhu Fu, Yu Kong, Yun Fu:
From Ensemble Clustering to Subspace Clustering: Cluster Structure Encoding. 2670-2681 - Hao Shen, Xiaohui Hu, Jing Wang, Jinde Cao, Wenhua Qian:
Non-Fragile H∞ Synchronization for Markov Jump Singularly Perturbed Coupled Neural Networks Subject to Double-Layer Switching Regulation. 2682-2692 - Zejiao Liu, Jie Zhong, Yang Liu, Weihua Gui:
Weak Stabilization of Boolean Networks Under State-Flipped Control. 2693-2700 - Chenxi Xiao, Peng Lu, Qizhi He:
Flying Through a Narrow Gap Using End-to-End Deep Reinforcement Learning Augmented With Curriculum Learning and Sim2Real. 2701-2708
Volume 34, Number 6, June 2023
- Junning Zhang, Qunxing Su, Bo Tang, Cheng Wang, Yining Li:
DPSNet: Multitask Learning Using Geometry Reasoning for Scene Depth and Semantics. 2710-2721 - Shengbo Wang, Shiping Wen, Kaibo Shi, Xiaojun Zhou, Tingwen Huang:
Approximate Optimal Control for Nonlinear Systems With Periodic Event-Triggered Mechanism. 2722-2731 - Yan-Jun Liu, Wei Zhao, Lei Liu, Dapeng Li, Shaocheng Tong, C. L. Philip Chen:
Adaptive Neural Network Control for a Class of Nonlinear Systems With Function Constraints on States. 2732-2741 - Yukan Zheng, Yuan-Xin Li, Wei-Wei Che, Zhongsheng Hou:
Adaptive NN-Based Event-Triggered Containment Control for Unknown Nonlinear Networked Systems. 2742-2752 - Xiaowei Zhao, Feiping Nie, Rong Wang, Xuelong Li:
Joint Dynamic Manifold and Discriminant Information Learning for Feature Extraction. 2753-2766 - Qi Wang, Weiliang Zhao, Jian Yang, Jia Wu, Shan Xue, Qianli Xing, Philip S. Yu:
C-DeepTrust: A Context-Aware Deep Trust Prediction Model in Online Social Networks. 2767-2780 - Yang Shi, Wenhan Zhao, Shuai Li, Bin Li, Xiaobing Sun:
Novel Discrete-Time Recurrent Neural Network for Robot Manipulator: A Direct Discretization Technical Route. 2781-2790 - Lei Deng, Yujie Wu, Yifan Hu, Ling Liang, Guoqi Li, Xing Hu, Yufei Ding, Peng Li, Yuan Xie:
Comprehensive SNN Compression Using ADMM Optimization and Activity Regularization. 2791-2805 - Yiying Zhang:
Neural Network Algorithm With Reinforcement Learning for Parameters Extraction of Photovoltaic Models. 2806-2816 - Yuxiang Zhang, Wei Li, Mengmeng Zhang, Ying Qu, Ran Tao, Hairong Qi:
Topological Structure and Semantic Information Transfer Network for Cross-Scene Hyperspectral Image Classification. 2817-2830 - Huawen Liu, Xiaodan Xu, Enhui Li, Shichao Zhang, Xuelong Li:
Anomaly Detection With Representative Neighbors. 2831-2841 - Jingwei Zhang, Tongliang Liu, Dacheng Tao:
An Optimal Transport Analysis on Generalization in Deep Learning. 2842-2853 - Zhan Li, Shuai Li:
Neural Network Model-Based Control for Manipulator: An Autoencoder Perspective. 2854-2868 - Ali Safa, Federico Corradi, Lars Keuninckx, Ilja Ocket, André Bourdoux, Francky Catthoor, Georges G. E. Gielen:
Improving the Accuracy of Spiking Neural Networks for Radar Gesture Recognition Through Preprocessing. 2869-2881 - Nan Gu, Dan Wang, Zhouhua Peng, Jun Wang:
Safety-Critical Containment Maneuvering of Underactuated Autonomous Surface Vehicles Based on Neurodynamic Optimization With Control Barrier Functions. 2882-2895 - Xiaofu Wu, Suofei Zhang, Quan Zhou, Zhen Yang, Chunming Zhao, Longin Jan Latecki:
Entropy Minimization Versus Diversity Maximization for Domain Adaptation. 2896-2907 - Amir Alipour-Fanid, Monireh Dabaghchian, Kai Zeng:
Self-Unaware Adversarial Multi-Armed Bandits With Switching Costs. 2908-2922 - Huaqing Li, Zuqing Zheng, Qingguo Lü, Zheng Wang, Lan Gao, Guo-Cheng Wu, Lianghao Ji, Huiwei Wang:
Primal-Dual Fixed Point Algorithms Based on Adapted Metric for Distributed Optimization. 2923-2937 - Peng Wan, Zhigang Zeng:
Synchronization of Delayed Complex Networks on Time Scales via Aperiodically Intermittent Control Using Matrix-Based Convex Combination Method. 2938-2950 - Haoran Wang, Licheng Jiao, Fang Liu, Lingling Li, Xu Liu, Deyi Ji, Weihao Gan:
Learning Social Spatio-Temporal Relation Graph in the Wild and a Video Benchmark. 2951-2964 - Ganggui Qu, Dong Shen, Xinghuo Yu:
Batch-Based Learning Consensus of Multiagent Systems With Faded Neighborhood Information. 2965-2977 - Wendong Mao, Peixiang Yang, Zhongfeng Wang:
FTA-GAN: A Computation-Efficient Accelerator for GANs With Fast Transformation Algorithm. 2978-2992 - Ruimei Zhang, Hongxia Wang, Ju H. Park, Peisong He, Xiangpeng Xie:
Event-Triggered Impulsive Fault-Tolerant Control for Memristor-Based RDNNs With Actuator Faults. 2993-3004 - Yunong Zhang, Zhenyu Li, Min Yang, Liangjie Ming, Jinjin Guo:
Jerk-Level Zhang Neurodynamics Equivalency of Bound Constraints, Equation Constraints, and Objective Indices for Cyclic Motion of Robot-Arm Systems. 3005-3018 - Mert Al, Semih Yagli, Sun-Yuan Kung:
Privacy Enhancing Machine Learning via Removal of Unwanted Dependencies. 3019-3033 - Yin Sheng, Zhigang Zeng, Tingwen Huang:
Finite-Time Synchronization of Neural Networks With Infinite Discrete Time-Varying Delays and Discontinuous Activations. 3034-3043 - Kui Yu, Mingzhu Cai, Xingyu Wu, Lin Liu, Jiuyong Li:
Multilabel Feature Selection: A Local Causal Structure Learning Approach. 3044-3057 - Ying-Peng Tang, Xiu-Shen Wei, Borui Zhao, Sheng-Jun Huang:
QBox: Partial Transfer Learning With Active Querying for Object Detection. 3058-3070 - Jingyu Wang, Lin Wang, Feiping Nie, Xuelong Li:
Joint Feature Selection and Extraction With Sparse Unsupervised Projection. 3071-3081 - Yong Feng, Jinglong Chen, Shuilong He, Tongyang Pan, Zitong Zhou:
Globally Localized Multisource Domain Adaptation for Cross-Domain Fault Diagnosis With Category Shift. 3082-3096 - Oguzhan Karaahmetoglu, Suleyman Serdar Kozat:
Spatiotemporal Sequence Prediction With Point Processes and Self-Organizing Decision Trees. 3097-3110 - Oumayma Dalhoumi, Nizar Bouguila, Manar Amayri, Wentao Fan:
Bayesian Matrix Factorization for Semibounded Data. 3111-3123 - Prachi Pratyusha Sahoo, Aris Kanellopoulos, Kyriakos G. Vamvoudakis:
Intermittent Learning Through Operant Conditioning for Cyber-Physical Systems. 3124-3134 - Xiaokun Pu, Chunguang Li, Hui-Liang Shen:
COMIRE: A Consistence-Based Mislabeled Instances Removal Method. 3135-3145 - Chen Liu, Mathieu Salzmann, Sabine Süsstrunk:
Training Provably Robust Models by Polyhedral Envelope Regularization. 3146-3160 - Jiaqi Liang, Xuhui Bu, Lizhi Cui, Zhongsheng Hou:
Data-Driven Bipartite Formation for a Class of Nonlinear MIMO Multiagent Systems. 3161-3173 - Nitin Rathi, Kaushik Roy:
DIET-SNN: A Low-Latency Spiking Neural Network With Direct Input Encoding and Leakage and Threshold Optimization. 3174-3182 - Yunlong Yu, Bin Li, Zhong Ji, Jungong Han, Zhongfei Zhang:
Knowledge Distillation Classifier Generation Network for Zero-Shot Learning. 3183-3194 - Rohollah Moghadam, Sarangapani Jagannathan:
Optimal Adaptive Control of Uncertain Nonlinear Continuous-Time Systems With Input and State Delays. 3195-3204 - Min Shi, Jialin Shen, Qingming Yi, Jian Weng, Zunkai Huang, Aiwen Luo, Yicong Zhou:
LMFFNet: A Well-Balanced Lightweight Network for Fast and Accurate Semantic Segmentation. 3205-3219 - Shasha Xiao, Zhanshan Wang, Yufeng Tian:
Stability Analysis of Delayed Recurrent Neural Networks via a Quadratic Matrix Convex Combination Approach. 3220-3225 - Xiwei Liu:
Synchronization and Control for Multiweighted and Directed Complex Networks. 3226-3233 - Jie Du, Yanhong Zhou, Peng Liu, Chi-Man Vong, Tianfu Wang:
Parameter-Free Loss for Class-Imbalanced Deep Learning in Image Classification. 3234-3240
Volume 34, Number 7, July 2023
- Antonio R. Paiva, Weichang Li, Chris A. Mattmann, Youzuo Lin, Maarten V. de Hoop:
Guest Editorial Special Issue on Deep Learning for Earth and Planetary Geosciences. 3242-3244 - Thomas J. Vandal, Ramakrishna R. Nemani:
Temporal Interpolation of Geostationary Satellite Imagery With Optical Flow. 3245-3254 - Juntao Guan, Rui Lai, Huanan Li, Yintang Yang, Lin Gu:
DnRCNN: Deep Recurrent Convolutional Neural Network for HSI Destriping. 3255-3268 - Xian Li, Mingli Ding, Yanfeng Gu, Aleksandra Pizurica:
An End-to-End Framework for Joint Denoising and Classification of Hyperspectral Images. 3269-3283 - Jiaxuan Chen, Shuang Chen, Xiaoxian Chen, Yang Yang, Yujing Rao:
StateNet: Deep State Learning for Robust Feature Matching of Remote Sensing Images. 3284-3298 - Maria Kaselimi, Athanasios Voulodimos, Ioannis Daskalopoulos, Nikolaos Doulamis, Anastasios D. Doulamis:
A Vision Transformer Model for Convolution-Free Multilabel Classification of Satellite Imagery in Deforestation Monitoring. 3299-3307 - Lingbo Liu, Zewei Yang, Guanbin Li, Kuo Wang, Tianshui Chen, Liang Lin:
Aerial Images Meet Crowdsourced Trajectories: A New Approach to Robust Road Extraction. 3308-3322 - Indrajit Kalita, Moumita Roy:
Class-Wise Subspace Alignment-Based Unsupervised Adaptive Land Cover Classification in Scene-Level Using Deep Siamese Network. 3323-3334 - Xueming Xiao, Meibao Yao, Haiqiang Liu, Jiake Wang, Lei Zhang, Yuegang Fu:
A Kernel-Based Multi-Featured Rock Modeling and Detection Framework for a Mars Rover. 3335-3344 - Kate Duffy, Thomas J. Vandal, Weile Wang, Ramakrishna R. Nemani, Auroop R. Ganguly:
A Framework for Deep Learning Emulation of Numerical Models With a Case Study in Satellite Remote Sensing. 3345-3356 - Yuxin Meng, Eric Rigall, Xueen Chen, Feng Gao, Junyu Dong, Sheng Chen:
Physics-Guided Generative Adversarial Networks for Sea Subsurface Temperature Prediction. 3357-3370 - Martijn van den Ende, Itzhak Lior, Jean-Paul Ampuero, Anthony Sladen, André Ferrari, Cédric Richard:
A Self-Supervised Deep Learning Approach for Blind Denoising and Waveform Coherence Enhancement in Distributed Acoustic Sensing Data. 3371-3384 - Hongyu Sun, Laurent Demanet:
Beyond Correlations: Deep Learning for Seismic Interferometry. 3385-3396 - Naveed Iqbal:
DeepSeg: Deep Segmental Denoising Neural Network for Seismic Data. 3397-3404 - Shirui Wang, Wenyi Hu, Pengyu Yuan, Xuqing Wu, Qunshan Zhang, Prashanth Nadukandi, German Ocampo Botero, Jiefu Chen:
A Self-Supervised Deep Learning Method for Seismic Data Deblending Using a Blind-Trace Network. 3405-3414 - Omar M. Saad, Wei Chen, Fangxue Zhang, Liuqing Yang, Xu Zhou, Yangkang Chen:
Self-Attention Fully Convolutional DenseNets for Automatic Salt Segmentation. 3415-3428 - Liuqing Yang, Shoudong Wang, Xiaohong Chen, Wei Chen, Omar M. Saad, Xu Zhou, Nam Pham, Zhicheng Geng, Sergey Fomel, Yangkang Chen:
High-Fidelity Permeability and Porosity Prediction Using Deep Learning With the Self-Attention Mechanism. 3429-3443 - Wei Zhu, Xian Guo, Dai Owaki, Kyo Kutsuzawa, Mitsuhiro Hayashibe:
A Survey of Sim-to-Real Transfer Techniques Applied to Reinforcement Learning for Bioinspired Robots. 3444-3459 - Tohid Sardarmehni, Xingyong Song:
Optimal Tracking in Switched Systems With Free Final Time and Fixed Mode Sequence Using Approximate Dynamic Programming. 3460-3472 - Conghui Zheng, Li Pan, Peng Wu:
Attribute Augmented Network Embedding Based on Generative Adversarial Nets. 3473-3487 - Kunran Xu, Rui Lai, Lin Gu, Yishi Li:
Multiresolution Discriminative Mixup Network for Fine-Grained Visual Categorization. 3488-3500 - Xiangxiang Wang, Yongbin Yu, Jingye Cai, Shouming Zhong, Nijing Yang, Kaibo Shi, Kwabena Adu, Tashi Nyima:
Relaxed Exponential Stabilization for Coupled Memristive Neural Networks With Connection Fault and Multiple Delays via Optimized Elastic Event-Triggered Mechanism. 3501-3515 - Qizhen Xiao, Hongliang Liu, Yinkun Wang:
An Improved Finite-Time and Fixed-Time Stable Synchronization of Coupled Discontinuous Neural Networks. 3516-3526 - Zhiyong Zheng, Xu Li, Jianxiao Zhu, Jianhua Yuan, Linqi Wu:
Highly Robust Vehicle Lateral Localization Using Multilevel Robust Network. 3527-3537 - Yueqing Wang, Liang Deng, Yunbo Wan, Zhigong Yang, Wenxiang Yang, Cheng Chen, Dan Zhao, Fang Wang, Yang Guo:
An Intelligent Method for Predicting the Pressure Coefficient Curve of Airfoil-Based Conditional Generative Adversarial Networks. 3538-3552 - Li Zhang, Jialu Fan, Wenqian Xue, Victor G. Lopez, Jinna Li, Tianyou Chai, Frank L. Lewis:
Data-Driven H∞ Optimal Output Feedback Control for Linear Discrete-Time Systems Based on Off-Policy Q-Learning. 3553-3567 - Zhenni Li, Zuyuan Yang, Haoli Zhao, Shengli Xie:
Direct-Optimization-Based DC Dictionary Learning With the MCP Regularizer. 3568-3579 - Junxia Li, Ziyang Wang, Zefeng Pan, Qingshan Liu, Dongyan Guo:
Looking at Boundary: Siamese Densely Cooperative Fusion for Salient Object Detection. 3580-3593 - Kui Jiang, Zhongyuan Wang, Peng Yi, Chen Chen, Guangcheng Wang, Zhen Han, Junjun Jiang, Zixiang Xiong:
Multi-Scale Hybrid Fusion Network for Single Image Deraining. 3594-3608 - Hafsa Ennajari, Nizar Bouguila, Jamal Bentahar:
Combining Knowledge Graph and Word Embeddings for Spherical Topic Modeling. 3609-3623 - Xiaoyu Zhang, Chuandong Li, Hongfei Li, Zhengran Cao:
Synchronization of Uncertain Coupled Neural Networks With Time-Varying Delay of Unknown Bound via Distributed Delayed Impulsive Control. 3624-3635 - Yanxiang Ling, Fei Cai, Jun Liu, Honghui Chen, Maarten de Rijke:
Keep and Select: Improving Hierarchical Context Modeling for Multi-Turn Response Generation. 3636-3649 - Yun Ding, Yanwen Chong, Shaoming Pan, Yujie Wang, Congchong Nie:
Spatial-Spectral Unified Adaptive Probability Graph Convolutional Networks for Hyperspectral Image Classification. 3650-3664 - Jie Gao, Licheng Jiao, Fang Liu, Shuyuan Yang, Biao Hou, Xu Liu:
Multiscale Curvelet Scattering Network. 3665-3679 - Yuanqing Wu, Siqin Liao, Xiang Liu, Zhihang Li, Renquan Lu:
Deep Reinforcement Learning on Autonomous Driving Policy With Auxiliary Critic Network. 3680-3690 - Xin Chen, Jian Weng, Xiaoling Deng, Weiqi Luo, Yubin Lan, Qi Tian:
Feature Distillation in Deep Attention Network Against Adversarial Examples. 3691-3705 - Zhiyong Hao, Hsiao-Dong Chiang, Bin Wang:
TRUST-TECH-Based Systematic Search for Multiple Local Optima in Deep Neural Nets. 3706-3716 - Jingyi Zhu:
Hessian-Aided Random Perturbation (HARP) Using Noisy Zeroth-Order Oracles. 3717-3726 - Shan Zhao, Minghao Hu, Zhiping Cai, Zhanjun Zhang, Tongqing Zhou, Fang Liu:
Enhancing Chinese Character Representation With Lattice-Aligned Attention. 3727-3736 - Zhenyuan Ning, Zehui Lin, Qing Xiao, Denghui Du, Qianjin Feng, Wufan Chen, Yu Zhang:
Multi-Constraint Latent Representation Learning for Prognosis Analysis Using Multi-Modal Data. 3737-3750 - Xingang Fu, Shuhui Li, Donald C. Wunsch, Eduardo Alonso:
Local Stability and Convergence Analysis of Neural Network Controllers With Error Integral Inputs. 3751-3763 - Hao Wang, Chunyu Yang, Xiaomin Liu, Linna Zhou:
Neural-Network-Based Adaptive Control of Uncertain MIMO Singularly Perturbed Systems With Full-State Constraints. 3764-3774
Volume 34, Number 8, August 2023
- Thanh Thi Nguyen, Vijay Janapa Reddi:
Deep Reinforcement Learning for Cyber Security. 3779-3795 - Luíza Caetano Garaffa, Maik Basso, Andréa Aparecida Konzen, Edison Pignaton de Freitas:
Reinforcement Learning for Mobile Robotics Exploration: A Survey. 3796-3810 - Zhangu Wang, Jun Zhan, Chunguang Duan, Xin Guan, Pingping Lu, Kai Yang:
A Review of Vehicle Detection Techniques for Intelligent Vehicles. 3811-3831 - Siyi Li, Yanan Sun, Gary G. Yen, Mengjie Zhang:
Automatic Design of Convolutional Neural Network Architectures Under Resource Constraints. 3832-3846 - Ronghang Zhu, Xiaodong Jiang, Jiasen Lu, Sheng Li:
Cross-Domain Graph Convolutions for Adversarial Unsupervised Domain Adaptation. 3847-3858 - Zhong Li, Zhen Fang, Feng Liu, Bo Yuan, Guangquan Zhang, Jie Lu:
Bridging the Theoretical Bound and Deep Algorithms for Open Set Domain Adaptation. 3859-3873 - Xinyan Zhao, Xiao Feng, Huanhuan Chen:
A Background Knowledge Revising and Incorporating Dialogue Model. 3874-3884 - Yuzhong Wang, Jun Zhao:
Neural-Network-Based Event-Triggered Sliding Mode Control for Networked Switched Linear Systems With the Unknown Nonlinear Disturbance. 3885-3896 - Wenping Ma, Yating Li, Hao Zhu, Haoxiang Ma, Licheng Jiao, Jianchao Shen, Biao Hou:
A Multi-Scale Progressive Collaborative Attention Network for Remote Sensing Fusion Classification. 3897-3911 - Zusheng Zhang, Yanghui Rao, Hanjiang Lai, Jiahai Wang, Jian Yin:
TADC: A Topic-Aware Dynamic Convolutional Neural Network for Aspect Extraction. 3912-3924 - Bo Jiang, Leiling Wang, Jian Cheng, Jin Tang, Bin Luo:
GPENs: Graph Data Learning With Graph Propagation-Embedding Networks. 3925-3938 - Ruimei Zhang, Hongxia Wang, Ju H. Park, Kaibo Shi, Peisong He:
Mode-Dependent Adaptive Event-Triggered Control for Stabilization of Markovian Memristor-Based Reaction-Diffusion Neural Networks. 3939-3951 - Yiliao Song, Jie Lu, Haiyan Lu, Guangquan Zhang:
Learning Data Streams With Changing Distributions and Temporal Dependency. 3952-3965 - Guangzheng Hu, Yuanheng Zhu, Dongbin Zhao, Mengchen Zhao, Jianye Hao:
Event-Triggered Communication Network With Limited-Bandwidth Constraint for Multi-Agent Reinforcement Learning. 3966-3978 - Tieshan Li, Weiwei Bai, Qi Liu, Yue Long, C. L. Philip Chen:
Distributed Fault-Tolerant Containment Control Protocols for the Discrete-Time Multiagent Systems via Reinforcement Learning Method. 3979-3991 - Chen Liu, Lei Liu, Jinde Cao, Mahmoud A. Abdel-Aty:
Intermittent Event-Triggered Optimal Leader-Following Consensus for Nonlinear Multi-Agent Systems Via Actor-Critic Algorithm. 3992-4006 - Peng Liu, Minglin Xu, Junwei Sun, Shiping Wen:
Cluster Synchronization of Multiple Fractional-Order Recurrent Neural Networks With Time-Varying Delays. 4007-4018 - Jiangbo Xi, Okan K. Ersoy, Jianwu Fang, Tianjun Wu, Xin Wei, Chaoying Zhao:
Parallel Multistage Wide Neural Network. 4019-4032 - Peng Jiang, Shiji Song, Gao Huang:
Exploration With Task Information for Meta Reinforcement Learning. 4033-4046 - Fabio Luis de Mello, J. Mark Wilkinson, Visakan Kadirkamanathan:
Metaparametric Neural Networks for Survival Analysis. 4047-4056 - Li Tang, Xin-Yu Zhang, Yan-Jun Liu, Shaocheng Tong:
Neural-Network-Based Adaptive Constrained Control for Switched Systems Under State-Dependent Switching Law. 4057-4067 - Zekeriya Uykan:
Fusion of Centroid-Based Clustering With Graph Clustering: An Expectation-Maximization-Based Hybrid Clustering. 4068-4082 - Qian Li, Zhichao Wang, Shaowu Liu, Gang Li, Guandong Xu:
Causal Optimal Transport for Treatment Effect Estimation. 4083-4095 - Jing Jin, Zhiqiang Wang, Ren Xu, Chang Liu, Xingyu Wang, Andrzej Cichocki:
Robust Similarity Measurement Based on a Novel Time Filter for SSVEPs Detection. 4096-4105 - Mohammed Sharafath Abdul Hameed, Gavneet Singh Chadha, Andreas Schwung, Steven X. Ding:
Gradient Monitored Reinforcement Learning. 4106-4119 - Xiaojie Qiu, Yingchun Wang, Huaguang Zhang, Xiangpeng Xie:
Resilient Model Free Adaptive Distributed LFC for Multi-Area Power Systems Against Jamming Attacks. 4120-4129 - Yinyan Zhang, Shuai Li, Guanggang Geng:
Initialization-Based k-Winners-Take-All Neural Network Model Using Modified Gradient Descent. 4130-4138 - Zhixia Ding, Hao Zhang, Zhigang Zeng, Le Yang, Sai Li:
Global Dissipativity and Quasi-Mittag-Leffler Synchronization of Fractional-Order Discontinuous Complex-Valued Neural Networks. 4139-4152 - Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
HIN-RNN: A Graph Representation Learning Neural Network for Fraudster Group Detection With No Handcrafted Features. 4153-4166 - Peisong Wang, Fanrong Li, Gang Li, Jian Cheng:
Extremely Sparse Networks via Binary Augmented Pruning for Fast Image Classification. 4167-4180 - Guanyu Cai, Lianghua He, Mengchu Zhou, Hesham Alhumade, Die Hu:
Learning Smooth Representation for Unsupervised Domain Adaptation. 4181-4195 - Ignácio Rubio Scola, Luis Rodolfo García Carrillo, João P. Hespanha:
Limbic System-Inspired Performance-Guaranteed Control for Nonlinear Multi-Agent Systems With Uncertainties. 4196-4207 - Jie Chen, Shengxiang Yang, Zhu Wang, Hua Mao:
Efficient Sparse Representation for Learning With High-Dimensional Data. 4208-4222 - Feiping Nie, Shaojun Shi, Jing Li, Xuelong Li:
Implicit Weight Learning for Multi-View Clustering. 4223-4236 - Ding Wang, Mingming Ha, Long Cheng:
Neuro-Optimal Trajectory Tracking With Value Iteration of Discrete-Time Nonlinear Dynamics. 4237-4248 - Jingyi Zhang, Yonghong Luo, Boya Wang, Chao Lu, Jennie Si, Jie Song:
Deep Reinforcement Learning for Load Shedding Against Short-Term Voltage Instability in Large Power Systems. 4249-4260 - Jiali Feng, Zhijie Liu, Xiuyu He, Qing Li, Wei He:
Vibration Suppression of a High-Rise Building With Adaptive Iterative Learning Control. 4261-4272 - Hao Zhang, Chaojie Wang, Zhengjue Wang, Zhibin Duan, Bo Chen, Mingyuan Zhou, Ricardo Henao, Lawrence Carin:
Learning Hierarchical Document Graphs From Multilevel Sentence Relations. 4273-4285 - Yang Fei, Peng Shi, Cheng-Chew Lim:
Robust and Collision-Free Formation Control of Multiagent Systems With Limited Information. 4286-4295 - Ziyang Zhang, Chuan Chen, Yaomin Chang, Weibo Hu, Xingxing Xing, Yuren Zhou, Zibin Zheng:
SHNE: Semantics and Homophily Preserving Network Embedding. 4296-4307 - Zhang Chen, Dandan Yang, Shitao Zhong:
Hopfield Neural Networks With Delays Driven by Colored Noise. 4308-4320 - Weijie Liu, Xin Zhao, Zhe Zhao, Qi Ju, Xuefeng Yang, Wei Lu:
An Empirical Study on Adaptive Inference for Pretrained Language Model. 4321-4331 - Di Wang, Mengqi Hu:
Deep Deterministic Policy Gradient With Compatible Critic Network. 4332-4344 - Tong Chen, Hongzhi Yin, Xiangliang Zhang, Zi Huang, Yang Wang, Meng Wang:
Quaternion Factorization Machines: A Lightweight Solution to Intricate Feature Interaction Modeling. 4345-4358 - Siwei Wang, Xinwang Liu, Li Liu, Sihang Zhou, En Zhu:
Late Fusion Multiple Kernel Clustering With Proxy Graph Refinement. 4359-4370 - Li Wang, Ren-Cang Li, Wen-Wei Lin:
Multiview Orthonormalized Partial Least Squares: Regularizations and Deep Extensions. 4371-4385 - Xuejiao Zhao, Huanhuan Chen, Zhenchang Xing, Chunyan Miao:
Brain-Inspired Search Engine Assistant Based on Knowledge Graph. 4386-4400 - Wen Yu, Baiying Lei, Shuqiang Wang, Yong Liu, Zhiguang Feng, Yong Hu, Yanyan Shen, Michael K. Ng:
Morphological Feature Visualization of Alzheimer's Disease via Multidirectional Perception GAN. 4401-4415 - Hasita Veluri, Umesh Chand, Yida Li, Baoshan Tang, Aaron Voon-Yew Thean:
A Low-Power DNN Accelerator Enabled by a Novel Staircase RRAM Array. 4416-4427 - Xiuwen Gong, Dong Yuan, Wei Bao:
Discriminative Metric Learning for Partial Label Learning. 4428-4439 - Bin Sun, Jun Li, Ming Shao, Yun Fu:
LRPRNet: Lightweight Deep Network by Low-Rank Pointwise Residual Convolution. 4440-4450 - Chi Zhang, Jun Fu:
An Efficient Dynamic Optimization Algorithm for Path-Constrained Switched Systems. 4451-4459 - Aoxiang Fan, Xingyu Jiang, Yong Ma, Xiaoguang Mei, Jiayi Ma:
Smoothness-Driven Consensus Based on Compact Representation for Robust Feature Matching. 4460-4472 - Hongxiang Fan, Shuanglong Liu, Zhiqiang Que, Xinyu Niu, Wayne Luk:
High-Performance Acceleration of 2-D and 3-D CNNs on FPGAs Using Static Block Floating Point. 4473-4487 - Tong Yang, Ning Sun, Yongchun Fang:
Neuroadaptive Control for Complicated Underactuated Systems With Simultaneous Output and Velocity Constraints Exerted on Both Actuated and Unactuated States. 4488-4498 - Zhifeng Xie, Wenling Zhang, Bin Sheng, Ping Li, C. L. Philip Chen:
BaGFN: Broad Attentive Graph Fusion Network for High-Order Feature Interactions. 4499-4513 - Julián Gil González, Juan-José Giraldo, Andrés Marino Álvarez-Meza, Álvaro-Ángel Orozco-Gutiérrez, Mauricio A. Álvarez:
Correlated Chained Gaussian Processes for Datasets With Multiple Annotators. 4514-4528 - Wooshik Myung, Donghyun Lee, Chenhang Song, Guanrui Wang, Cheng Ma:
Policy Gradient-Based Core Placement Optimization for Multichip Many-Core Systems. 4529-4543 - Fengyi Yuan, Yan-Jun Liu, Lei Liu, Jie Lan, Dapeng Li, Shaocheng Tong, C. L. Philip Chen:
Adaptive Neural Consensus Tracking Control for Nonlinear Multiagent Systems Using Integral Barrier Lyapunov Functionals. 4544-4554 - Qiwen Jin, Yong Ma, Fan Fan, Jun Huang, Xiaoguang Mei, Jiayi Ma:
Adversarial Autoencoder Network for Hyperspectral Unmixing. 4555-4569 - Mei Liu, Li He, Mingsheng Shang:
Dynamic Neural Network for Bicriteria Weighted Control of Robot Manipulators. 4570-4583 - Shengjie Cao, Liang Sun, Jingjing Jiang, Zongyu Zuo:
Reinforcement Learning-Based Fixed-Time Trajectory Tracking Control for Uncertain Robotic Manipulators With Input Saturation. 4584-4595 - Bosen Lian, Wenqian Xue, Frank L. Lewis, Tianyou Chai:
Inverse Reinforcement Learning for Adversarial Apprentice Games. 4596-4609 - Diego Valsesia, Giulia Fracastoro, Enrico Magli:
RAN-GNNs: Breaking the Capacity Limits of Graph Neural Networks. 4610-4619 - Peng Liu, Jun Wang, Zhigang Zeng:
Event-Triggered Synchronization of Multiple Fractional-Order Recurrent Neural Networks With Time-Varying Delays. 4620-4630 - Zhenzhong Wang, Haokai Hong, Kai Ye, Guang-En Zhang, Min Jiang, Kay Chen Tan:
Manifold Interpolation for Large-Scale Multiobjective Optimization via Generative Adversarial Networks. 4631-4645 - Miao-Miao Gao, Lijian Ding, Xiaozheng Jin:
ELM-Based Adaptive Faster Fixed-Time Control of Robotic Manipulator Systems. 4646-4658 - Wilfrido Gómez-Flores, Humberto Sossa:
Improving the Classification Performance of Dendrite Morphological Neurons. 4659-4673 - Yan Liu, Yi-Min Li, Jin-Liang Wang:
Intermittent Control to Stabilization of Stochastic Highly Non-Linear Coupled Systems With Multiple Time Delays. 4674-4686 - Huaguang Zhang, Zhongyang Ming, Yuqing Yan, Wei Wang:
Data-Driven Finite-Horizon H∞ Tracking Control With Event-Triggered Mechanism for the Continuous-Time Nonlinear Systems. 4687-4701 - Lina Zhuang, Michael K. Ng:
FastHyMix: Fast and Parameter-Free Hyperspectral Image Mixed Noise Removal. 4702-4716 - Shuyan Zhou, Yongduan Song, Changyun Wen:
Event-Triggered Practical Prescribed Time Output Feedback Neuroadaptive Tracking Control Under Saturated Actuation. 4717-4727 - Wei Wu, Yongming Li, Shaocheng Tong:
Neural Network Output-Feedback Consensus Fault-Tolerant Control for Nonlinear Multiagent Systems With Intermittent Actuator Faults. 4728-4740 - Yanfang Mei, Yu Liu, Huan Wang:
Adaptive Neural Network Output-Constraint Control for a Variable-Length Rotary Arm With Input Backlash Nonlinearity. 4741-4749 - Hao Yu, Tongwen Chen:
Event-Triggered Neural-Network Adaptive Control for Strict-Feedback Nonlinear Systems: Selections on Valid Compact Sets. 4750-4762 - Xiongxiao Xu, Hong Xie, John C. S. Lui:
Generalized Contextual Bandits With Latent Features: Algorithms and Applications. 4763-4775 - Chenjia Bai, Peng Liu, Kaiyu Liu, Lingxiao Wang, Yingnan Zhao, Lei Han, Zhaoran Wang:
Variational Dynamic for Self-Supervised Exploration in Deep Reinforcement Learning. 4776-4790 - Tao He, Lianli Gao, Jingkuan Song, Yuan-Fang Li:
Semisupervised Network Embedding With Differentiable Deep Quantization. 4791-4802 - Junyu Gao, Tao Han, Yuan Yuan, Qi Wang:
Domain-Adaptive Crowd Counting via High-Quality Image Translation and Density Reconstruction. 4803-4815 - Anjie Zhu, Feiyu Chen, Hui Xu, Deqiang Ouyang, Jie Shao:
Empowering the Diversity and Individuality of Option: Residual Soft Option Critic Framework. 4816-4825 - Xin Luo, Yurong Zhong, Zidong Wang, Maozhen Li:
An Alternating-Direction-Method of Multipliers-Incorporated Approach to Symmetric Non-Negative Latent Factor Analysis. 4826-4840 - Yuling Li, Liping Wang, Kun Liu, Wei He, Yixin Yin, Rolf Johansson:
Distributed Neural-Network-Based Cooperation Control for Teleoperation of Multiple Mobile Manipulators Under Round-Robin Protocol. 4841-4855 - Ning Xu, Yun-Peng Liu, Yan Zhang, Xin Geng:
Progressive Enhancement of Label Distributions for Partial Multilabel Learning. 4856-4867 - Yi Zhou, Guillermo Gallego, Xiuyuan Lu, Siqi Liu, Shaojie Shen:
Event-Based Motion Segmentation With Spatio-Temporal Graph Cuts. 4868-4880 - Hangjun Che, Jun Wang, Andrzej Cichocki:
Bicriteria Sparse Nonnegative Matrix Factorization via Two-Timescale Duplex Neurodynamic Optimization. 4881-4891 - Farzaneh Tatari, Majid Mazouchi, Hamidreza Modares:
Fixed-Time System Identification Using Concurrent Learning. 4892-4902 - Stefan T. Radev, Marco D'Alessandro, Ulf K. Mertens, Andreas Voss, Ullrich Köthe, Paul-Christian Bürkner:
Amortized Bayesian Model Comparison With Evidential Deep Learning. 4903-4917 - Chuanxing Geng, Songcan Chen:
Multiplane Convex Proximal Support Vector Machine. 4918-4931 - Shurun Wang, Hao Tang, Bin Wang, Jia Mo:
A Novel Approach to Detecting Muscle Fatigue Based on sEMG by Using Neural Architecture Search Framework. 4932-4943 - Mingxing Zhang, Zhengchun Zhou, Lanping Li, Zilong Liu, Meng Yang, Yanghe Feng:
HpGAN: Sequence Search With Generative Adversarial Networks. 4944-4956 - Wenqi Wu, Bing Zheng:
Two New Zhang Neural Networks for Solving Time-Varying Linear Equations and Inequalities Systems. 4957-4965 - Shun-Chi Wu, Shih-Ying Wei, Chun-Shun Chang, A. Lee Swindlehurst, Jui-Kun Chiu:
A Scalable Open-Set ECG Identification System Based on Compressed CNNs. 4966-4980 - Dongyuan Lin, Xiaofeng Chen, Zhongshan Li, Bing Li, Xujun Yang:
On the Existence of the Exact Solution of Quaternion-Valued Neural Networks Based on a Sequence of Approximate Solutions. 4981-4989 - Shuai Wang, Kun Sun, Li Wang, Liangqiong Qu, Fuhua Yan, Qian Wang, Dinggang Shen:
Breast Tumor Segmentation in DCE-MRI With Tumor Sensitive Synthesis. 4990-5001 - Dapeng Li, Honggui Han, Junfei Qiao:
Deterministic Learning-Based Adaptive Neural Control for Nonlinear Full-State Constrained Systems. 5002-5011 - Chongyang Chen, Song Zhu, Zhigang Zeng:
Tradeoff Analysis Between Control Time and Energy Consumption for Delayed Neural Networks With Discontinuous Activation Functions. 5012-5023 - Yinsong Wang, Shahin Shahrampour:
ORCCA: Optimal Randomized Canonical Correlation Analysis. 5024-5036 - Zhenshan Bing, Erick Álvarez, Long Cheng, Fabrice O. Morin, Rui Li, Xiaojie Su, Kai Huang, Alois Knoll:
Robotic Manipulation in Dynamic Scenarios via Bounding-Box-Based Hindsight Goal Generation. 5037-5050 - Ying Shen, Min Yang, Yaliang Li, Dong Wang, Hai-Tao Zheng, Daoyuan Chen:
Knowledge-Based Reasoning Network for Relation Detection. 5051-5063 - Jian Gao, Yang Hua, Guosheng Hu, Chi Wang, Neil M. Robertson:
Discrepancy-Guided Domain-Adaptive Data Augmentation. 5064-5075 - Hongwei Cao, Yongduan Song:
Neuroadaptive Fault-Tolerant Control With Unsynchronized Event Triggering for Actuation Updating and Parameter Adaptation. 5076-5085 - Yiyan Han, Qiang Xiao, Zhigang Zeng:
Neuroadaptive Impulsive Control on Consensus of Uncertain Multiagent Systems Using Continuous and Sampled Information. 5086-5098 - Keyang Cheng, Qing Liu, Rabia Tahir, Liangmin Wang, Maozhen Li:
Logical Topology Inference via CPGCN Joint Optimizing With Pedestrian Re-Id. 5099-5111 - Xiang Guan, Yang Yang, Jingjing Li, Xiaofeng Zhu, Jingkuan Song, Heng Tao Shen:
On the Imaginary Wings: Text-Assisted Complex-Valued Fusion Network for Fine-Grained Visual Classification. 5112-5121 - Shih-Chia Huang, Quoc-Viet Hoang, Trung-Hieu Le:
SFA-Net: A Selective Features Absorption Network for Object Detection in Rainy Weather Conditions. 5122-5132 - Qingtan Meng, Qian Ma:
Output Feedback Control for Stochastic Nonlinear Systems With Nondifferentiable Measurement Function and Input Saturation. 5133-5143 - Tianqi Zhang, Qitian Wu, Junchi Yan:
Learning High-Order Graph Convolutional Networks via Adaptive Layerwise Aggregation Combination. 5144-5155 - Isaac J. Sledge, José C. Príncipe:
Faster Convergence in Deep-Predictive-Coding Networks to Learn Deeper Representations. 5156-5170 - Gang Li, Jinpeng Yu, Xinkai Chen:
Adaptive Fuzzy Neural Network Command Filtered Impedance Control of Constrained Robotic Manipulators With Disturbance Observer. 5171-5180 - Bin Zhao, Maoguo Gong, Xuelong Li:
AudioVisual Video Summarization. 5181-5188 - Ivo Bukovsky, Gejza Dohnal, Peter Mark Benes, Kei Ichiji, Noriyasu Homma:
Letter on Convergence of In-Parameter-Linear Nonlinear Neural Architectures With Gradient Learnings. 5189-5192 - Ting Wang, Zongkai Wu, Donglin Wang:
Visual Perception Generalization for Vision-and-Language Navigation via Meta-Learning. 5193-5199 - Yangfan Hu, Huajin Tang, Gang Pan:
Spiking Deep Residual Networks. 5200-5205 - Tommaso Bradde, Giulia Fracastoro, Giuseppe Carlo Calafiore:
Multiclass Sparse Centroids With Application to Fast Time Series Classification. 5206-5211 - Xinyan Zhao, Liangwei Chen, Huanhuan Chen:
A Weighted Heterogeneous Graph-Based Dialog System. 5212-5217 - Hao Wang, Ruibin Feng, Chi-Sing Leung, John Sum, Anthony G. Constantinides:
A Globally Stable LPNN Model for Sparse Approximation. 5218-5226
Volume 34, Number 9, September 2023
- Jun Fu, Junfei Qiao, Kok Lay Teo, Rolf Findeisen:
Guest Editorial: Special Issue on Theory, Algorithms, and Applications for Hybrid Intelligent Dynamic Optimization. 5231-5233 - Shaofeng Chen, Yu Kang, Jian Di, Pengfei Li, Yang Cao:
Convex Temporal Convolutional Network-Based Distributed Cooperative Learning Control for Multiagent Systems. 5234-5243 - Guangtao Ran, Hongtian Chen, Chuanjiang Li, Guangfu Ma, Bin Jiang:
A Hybrid Design of Fault Detection for Nonlinear Systems Based on Dynamic Optimization. 5244-5254 - Ziyu Lin, Jingliang Duan, Shengbo Eben Li, Haitong Ma, Jie Li, Jianyu Chen, Bo Cheng, Jun Ma:
Policy-Iteration-Based Finite-Horizon Approximate Dynamic Programming for Continuous-Time Nonlinear Optimal Control. 5255-5267 - Prakash Mallick, Zhiyong Chen:
Stochastic Optimal Control for Multivariable Dynamical Systems Using Expectation Maximization. 5268-5282 - Yong Xie, Hongwei Wang, Gang Liu, Hui Lu:
Just-in-Time Precast Production Scheduling Using Dominance Rule-Based Genetic Algorithm. 5283-5297 - Ying Meng, Fengyuan Shi, Lixin Tang, Defeng Sun:
Improvement of Reinforcement Learning With Supermodularity. 5298-5309 - Xia Jiang, Xianlin Zeng, Jian Sun, Jie Chen:
Distributed Stochastic Gradient Tracking Algorithm With Variance Reduction for Non-Convex Optimization. 5310-5321 - Feifan Lin, Xiaojun Zhou, Chaojie Li, Tingwen Huang, Chunhua Yang:
Data-Driven State Transition Algorithm for Fuzzy Chance-Constrained Dynamic Optimization. 5322-5331 - Long Yang, Zhao Li, Zehong Hu, Shasha Ruan, Gang Pan:
A Thompson Sampling Algorithm With Logarithmic Regret for Unimodal Gaussian Bandit. 5332-5341 - Hengmin Zhang, Feng Qian, Peng Shi, Wenli Du, Yang Tang, Jianjun Qian, Chen Gong, Jian Yang:
Generalized Nonconvex Nonsmooth Low-Rank Matrix Recovery Framework With Feasible Algorithm Designs and Convergence Analysis. 5342-5353 - Jun Ma, Zilong Cheng, Xiaoxue Zhang, Ziyu Lin, Frank L. Lewis, Tong Heng Lee:
Local Learning Enabled Iterative Linear Quadratic Regulator for Constrained Trajectory Planning. 5354-5365 - Jingyuan Xia, Shengxi Li, Junjie Huang, Zhixiong Yang, Imad M. Jaimoukha, Deniz Gündüz:
Metalearning-Based Alternating Minimization Algorithm for Nonconvex Optimization. 5366-5380 - Jiao Wei, Can Tong, Bingxue Wu, Qiang He, Shouliang Qi, Yudong Yao, Yueyang Teng:
An Entropy Weighted Nonnegative Matrix Factorization Algorithm for Feature Representation. 5381-5391 - Yu Zhang, Qingguo Lin, Wenli Du, Feng Qian:
Data-Driven Tabulation for Chemistry Integration Using Recurrent Neural Networks. 5392-5402 - Zhao Li, Haifeng Sun, Zheng Xiong, Qun Huang, Zehong Hu, Ding Li, Shasha Ruan, Hai Hong, Jie Gui, Jintao He, Zebin Xu, Yang Fang:
Noah: Reinforcement-Learning-Based Rate Limiter for Microservices in Large-Scale E-Commerce Services. 5403-5417 - Qili Chen, Junfang Fan, Wenbai Chen, Ancai Zhang, Guangyuan Pan:
A Dimensionality-Reducible Operational Optimal Control for Wastewater Treatment Process. 5418-5426 - Fanmin Kong, Yuanyuan Pu, Ivan Lee, Rencan Nie, Zhengpeng Zhao, Dan Xu, Wenhua Qian, Hong Liang:
Unpaired Artistic Portrait Style Transfer via Asymmetric Double-Stream GAN. 5427-5439 - Chengchao Bai, Jiawei Zhang, Jifeng Guo, C. Patrick Yue:
Adaptive Hybrid Optimization Learning-Based Accurate Motion Planning of Multi-Joint Arm. 5440-5451 - Chao Zeng, Shuang Li, Zhaopeng Chen, Chenguang Yang, Fuchun Sun, Jianwei Zhang:
Multifingered Robot Hand Compliant Manipulation Based on Vision-Based Demonstration and Adaptive Force Control. 5452-5463 - Zhongying Chen, Jun Wang, Qing-Long Han:
Event-Triggered Cardinality-Constrained Cooling and Electrical Load Dispatch Based on Collaborative Neurodynamic Optimization. 5464-5475 - Jinde Cao, Udhayakumar Kandasamy, R. Rakkiyappan, Xiaodi Li, Jianquan Lu:
A Comprehensive Review of Continuous-/Discontinuous-Time Fractional-Order Multidimensional Neural Networks. 5476-5496 - Licheng Jiao, Dan Wang, Yidong Bai, Puhua Chen, Fang Liu:
Deep Learning in Visual Tracking: A Review. 5497-5516 - Adil M. Bagirov, Sona Taheri, Fusheng Bai, Fangying Zheng:
Nonsmooth Optimization-Based Model and Algorithm for Semisupervised Clustering. 5517-5530 - Felix Sattler, Tim Korjakow, Roman Rischke, Wojciech Samek:
FedAUX: Leveraging Unlabeled Auxiliary Data in Federated Learning. 5531-5543 - Hao Fei, Yafeng Ren, Yue Zhang, Donghong Ji:
Nonautoregressive Encoder-Decoder Neural Framework for End-to-End Aspect-Based Sentiment Triplet Extraction. 5544-5556 - Tao Zhang, Tianqing Zhu, Kun Gao, Wanlei Zhou, Philip S. Yu:
Balancing Learning Model Privacy, Fairness, and Accuracy With Early Stopping Criteria. 5557-5569 - Feng Zhou, Meng-Meng Yin, Cui-Na Jiao, Jing-Xiu Zhao, Chun-Hou Zheng, Jin-Xing Liu:
Predicting miRNA-Disease Associations Through Deep Autoencoder With Multiple Kernel Learning. 5570-5579 - Yiming Zhao, Mahdi Elhousni, Ziming Zhang, Xinming Huang:
Distance Transform Pooling Neural Network for LiDAR Depth Completion. 5580-5589 - Jianhui Wang, Qijuan Gong, Kunfeng Huang, Zhi Liu, C. L. Philip Chen, Jie Liu:
Event-Triggered Prescribed Settling Time Consensus Compensation Control for a Class of Uncertain Nonlinear Systems With Actuator Failures. 5590-5600 - Yongfeng Lv, Jing Na, Xiaowei Zhao, Yingbo Huang, Xuemei Ren:
Multi-H∞ Controls for Unknown Input-Interference Nonlinear System With Reinforcement Learning. 5601-5613 - Shuaibo Li, Shibiao Xu, Wei Ma, Qiu Zong:
Image Manipulation Localization Using Attentional Cross-Domain CNN Features. 5614-5628 - Yao Zou, Kewei Xia, Bomin Huang, Ziyang Meng:
Distributed Optimization for Second-Order Discrete-Time Multiagent Systems With Set Constraints. 5629-5639 - Ming Li, Yan Song:
An Improved Non-Negative Latent Factor Model for Missing Data Estimation via Extragradient-Based Alternating Direction Method. 5640-5653 - Changyu Wang, Pinghui Wang, Tao Qin, Chenxu Wang, Suhansanu Kumar, Xiaohong Guan, Jun Liu, Kevin Chen-Chuan Chang:
SocialSift: Target Query Discovery on Online Social Media With Deep Reinforcement Learning. 5654-5668 - Jun Zhang, Licheng Jiao, Wenping Ma, Fang Liu, Xu Liu, Lingling Li, Hao Zhu:
RDLNet: A Regularized Descriptor Learning Network. 5669-5681 - David Vander Mijnsbrugge, Femke Ongenae, Sofie Van Hoecke:
Parameter Efficient Neural Networks With Singular Value Decomposed Kernels. 5682-5692 - Dinesh Rajasekharan, Nikhil Rangarajan, Satwik Patnaik, Ozgur Sinanoglu, Yogesh Singh Chauhan:
SCANet: Securing the Weights With Superparamagnetic-MTJ Crossbar Array Networks. 5693-5707 - Tao Jiang, Jiangshuai Huang, Xiaojie Su:
Fast and Smooth Composite Local Learning-Based Adaptive Control. 5708-5718 - Wendi Li, Ting Wang, Wing W. Y. Ng:
Population-Based Hyperparameter Tuning With Multitask Collaboration. 5719-5731 - Mauro J. Sanchirico III, Xun Jiao, Chandrasekhar Nataraj:
AMITE: A Novel Polynomial Expansion for Analyzing Neural Network Nonlinearities. 5732-5744 - Dongyeob Shin, Geonho Kim, Joongho Jo, Jongsun Park:
Low Complexity Gradient Computation Techniques to Accelerate Deep Neural Network Training. 5745-5759 - Xue Lin, Qi Zou, Xixia Xu, Yaping Huang, Ding Ding:
Effects of Motion-Relevant Knowledge From Unlabeled Video to Human-Object Interaction Detection. 5760-5773 - Ye Xue, Vincent K. N. Lau:
Online Orthogonal Dictionary Learning Based on Frank-Wolfe Method. 5774-5788 - Yuya Yoshikawa, Tomoharu Iwata:
Gaussian Process Regression With Interpretable Sample-Wise Feature Weights. 5789-5803 - Guangzhu Peng, C. L. Philip Chen, Chenguang Yang:
Robust Admittance Control of Optimized Robot-Environment Interaction Using Reference Adaptation. 5804-5815 - Wei Huang, Haojie Shan, Jinshan Xu, Xin-Wei Yao:
Adaptive Diffusion Pairwise Fused Lasso LMS Algorithm Over Networks. 5816-5827 - Yu Yao, Baosheng Yu, Chen Gong, Tongliang Liu:
Understanding How Pretraining Regularizes Deep Learning Algorithms. 5828-5840 - Jiangrong Shen, Yu Zhao, Jian K. Liu, Yueming Wang:
HybridSNN: Combining Bio-Machine Strengths by Boosting Adaptive Spiking Neural Networks. 5841-5855 - Kazuaki Murayama, Shuichi Kawano:
Sparse Bayesian Learning With Weakly Informative Hyperprior and Extended Predictive Information Criterion. 5856-5868 - Yong-Hua Liu, Yu-Fa Liu, Chun-Yi Su, Yang Liu, Qi Zhou, Renquan Lu:
Guaranteeing Global Stability for Neuro-Adaptive Control of Unknown Pure-Feedback Nonaffine Systems via Barrier Functions. 5869-5881 - Hui Zhang, Zhengpeng Yuan, Naihua Xiu:
Recursion Newton-Like Algorithm for l2,0-ReLU Deep Neural Networks. 5882-5896 - Liheng Chen, Yanzheng Zhu, Choon Ki Ahn:
Adaptive Neural Network-Based Observer Design for Switched Systems With Quantized Measurements. 5897-5910 - Junyi Wang, Zewen Ji, Huaguang Zhang, Zhanshan Wang, Qinggang Meng:
Synchronization of Generally Uncertain Markovian Inertial Neural Networks With Random Connection Weight Strengths and Image Encryption Application. 5911-5925 - Bin Xu, Xia Wang, Fuchun Sun, Zhongke Shi:
Intelligent Control of Flexible Hypersonic Flight Dynamics With Input Dead Zone Using Singular Perturbation Decomposition. 5926-5936 - Suhail Mohmad Shah, Vincent K. N. Lau:
Model Compression for Communication Efficient Federated Learning. 5937-5951 - Hui Peng, Boru Zeng, Lixin Yang, Yong Xu, Renquan Lu:
Distributed Extended State Estimation for Complex Networks With Nonlinear Uncertainty. 5952-5960 - Oyebade K. Oyedotun, Kassem Al Ismaeil, Djamila Aouada:
Why Is Everyone Training Very Deep Neural Network With Skip Connections? 5961-5975 - Chen-Guang Liu, Jin-Liang Wang, Huai-Ning Wu:
Finite-Time Passivity for Coupled Fractional-Order Neural Networks With Multistate or Multiderivative Couplings. 5976-5987 - Yu Mao, Yang-Yang Dong, Ting Sun, Xian Rao, Chunxi Dong:
Attentive Siamese Networks for Automatic Modulation Classification Based on Multitiming Constellation Diagrams. 5988-6002 - Hao Zhang, Long Tian, Zhengjue Wang, Yishi Xu, Pengyu Cheng, Ke Bai, Bo Chen:
Multiscale Visual-Attribute Co-Attention for Zero-Shot Image Recognition. 6003-6014 - Dongyue Chen, Ruonan Liu, Qinghua Hu, Steven X. Ding:
Interaction-Aware Graph Neural Networks for Fault Diagnosis of Complex Industrial Processes. 6015-6028 - Rodrigo G. F. Soares, Leandro L. Minku:
OSNN: An Online Semisupervised Neural Network for Nonstationary Data Streams. 6029-6041 - Xiangyu Wang, Wei Xing Zheng, Guodong Wang:
Distributed Finite-Time Optimization of Second-Order Multiagent Systems With Unknown Velocities and Disturbances. 6042-6054 - Wei Chang, Feiping Nie, Yijie Zhi, Rong Wang, Xuelong Li:
Multitask Learning for Classification Problem via New Tight Relaxation of Rank Minimization. 6055-6068 - Yu Liang, Maozhen Li, Changjun Jiang, Guanjun Liu:
CEModule: A Computation Efficient Module for Lightweight Convolutional Neural Networks. 6069-6080 - Guodong Du, Jia Zhang, Min Jiang, Jinyi Long, Yaojin Lin, Shaozi Li, Kay Chen Tan:
Graph-Based Class-Imbalance Learning With Label Enhancement. 6081-6095 - Haigen Hu, Aizhu Liu, Qiu Guan, Hanwang Qian, Xiaoxin Li, Shengyong Chen, Qianwei Zhou:
Adaptively Customizing Activation Functions for Various Layers. 6096-6107 - Debo Cheng, Jiuyong Li, Lin Liu, Kui Yu, Thuc Duy Le, Jixue Liu:
Toward Unique and Unbiased Causal Effect Estimation From Data With Hidden Variables. 6108-6120 - Shahabodin Afrasiabi, Mousa Afrasiabi, Mohammad Amin Jarrahi, Mohammad Mohammadi, Jamshid Aghaei, Mohammad Sadegh Javadi, Miadreza Shafie-Khah, João P. S. Catalão:
Wide-Area Composite Load Parameter Identification Based on Multi-Residual Deep Neural Network. 6121-6131 - Bo Huang, Tingfa Xu, Jianan Li, Fei Luo, Qingwang Qin, Junjie Chen:
Learning Context Restrained Correlation Tracking Filters via Adversarial Negative Instance Generation. 6132-6145 - Xinghua Qu, Abhishek Gupta, Yew-Soon Ong, Zhu Sun:
Adversary Agnostic Robust Deep Reinforcement Learning. 6146-6157 - Mingchun Li, Dali Chen, Shixin Liu, Fang Liu:
Semisupervised Boundary Detection for Aluminum Grains Combined With Transfer Learning and Region Growing. 6158-6172 - Youshen Xia, Jun Wang, Zhenyu Lu, Liqing Huang:
Two Recurrent Neural Networks With Reduced Model Complexity for Constrained l₁-Norm Optimization. 6173-6185 - Jieyan Liu, Mengmeng Jing, Jingjing Li, Ke Lu, Heng Tao Shen:
Open Set Domain Adaptation via Joint Alignment and Category Separation. 6186-6199 - Han Feng, Shuo Huang, Ding-Xuan Zhou:
Generalization Analysis of CNNs for Classification on Spheres. 6200-6213 - Yihui Huang, Jinkui Zhao, Zi Wang, Vladislav Orekhov, Di Guo, Xiaobo Qu:
Exponential Signal Reconstruction With Deep Hankel Matrix Factorization. 6214-6226 - Qian Liu, Lifan Long, Hong Peng, Jun Wang, Qian Yang, Xiaoxiao Song, Agustín Riscos-Núñez, Mario J. Pérez-Jiménez:
Gated Spiking Neural P Systems for Time Series Forecasting. 6227-6236 - Jie Zhong, Qinyao Pan, Bowen Li, Jianquan Lu:
Minimal Pinning Control for Oscillatority of Boolean Networks. 6237-6249 - Jie Li, Yu Wang, Yanyang Zi, Haijun Zhang, Zhiguo Wan:
Causal Disentanglement: A Generalized Bearing Fault Diagnostic Framework in Continuous Degradation Mode. 6250-6262 - Xiaojiang Yang, Junchi Yan, Yu Cheng, Yizhe Zhang:
Learning Deep Generative Clustering via Mutual Information Maximization. 6263-6275 - Ding Wang, Lingzhi Hu, Mingming Zhao, Junfei Qiao:
Adaptive Critic for Event-Triggered Unknown Nonlinear Optimal Tracking Design With Wastewater Treatment Applications. 6276-6288 - Tuan Hoang, Thanh-Toan Do, Tam V. Nguyen, Ngai-Man Cheung:
Multimodal Mutual Information Maximization: A Novel Approach for Unsupervised Deep Cross-Modal Hashing. 6289-6302 - Lin Yang, Wentao Fan, Nizar Bouguila:
Deep Clustering Analysis via Dual Variational Autoencoder With Spherical Latent Embeddings. 6303-6312 - Yongliang Zhang, He Huang, Gangxiang Shen:
Adaptive CL-BFGS Algorithms for Complex-Valued Neural Networks. 6313-6327 - Yu Zhang, Ben Niu, Xudong Zhao, Peiyong Duan, Huanqing Wang, Baozhong Gao:
Global Predefined-Time Adaptive Neural Network Control for Disturbed Pure-Feedback Nonlinear Systems With Zero Tracking Error. 6328-6338 - Xiaoli Zhao, Jianyong Yao, Wenxiang Deng, Peng Ding, Yifei Ding, Minping Jia, Zheng Liu:
Intelligent Fault Diagnosis of Gearbox Under Variable Working Conditions With Adaptive Intraclass and Interclass Convolutional Neural Network. 6339-6353 - Anuj Nandanwar, Narendra Kumar Dhar, Laxmidhar Behera, Saeid Nahavandi, Rajesh Sinha:
A Discrete-Time Event-Driven Near-Optimal Second-Order SMC for Multirobotic System Formation Prone to Network Uncertainties. 6354-6367 - Mahed Abroshan, Kai Hou Yip, Cem Tekin, Mihaela van der Schaar:
Conservative Policy Construction Using Variational Autoencoders for Logged Data With Missing Values. 6368-6378 - Wei Miao, Vignesh Narayanan, Jr-Shin Li:
Interpretable Design of Reservoir Computing Networks Using Realization Theory. 6379-6389 - Damien Dablain, Bartosz Krawczyk, Nitesh V. Chawla:
DeepSMOTE: Fusing Deep Learning and SMOTE for Imbalanced Data. 6390-6404 - Runjia Sun, Yutian Liu:
Hybrid Reinforcement Learning for Power Transmission Network Self-Healing Considering Wind Power. 6405-6415 - Yong Chen, Deqing Huang, Na Qin, Yanhui Zhang:
Adaptive Iterative Learning Control for a Class of Nonlinear Strict-Feedback Systems With Unknown State Delays. 6416-6427 - Honggui Han, Chenxuan Sun, Xiaolong Wu, Hongyan Yang, Junfei Qiao:
Self-Organizing Interval Type-2 Fuzzy Neural Network Using Information Aggregation Method. 6428-6442 - Josip Saric, Sacha Vrazic, Sinisa Segvic:
Dense Semantic Forecasting in Video by Joint Regression of Features and Feature Motion. 6443-6455 - Lei Ren, Yuxin Liu, Di Huang, Keke Huang, Chunhua Yang:
MCTAN: A Novel Multichannel Temporal Attention-Based Network for Industrial Health Indicator Prediction. 6456-6467 - Hongbo Gao, Yechen Qin, Chuan Hu, Yuchao Liu, Keqiang Li:
An Interacting Multiple Model for Trajectory Prediction of Intelligent Vehicles in Typical Road Traffic Scenario. 6468-6479 - Menghui Xiong, Baoyong Zhang, Daniel W. C. Ho, Deming Yuan, Shengyuan Xu:
Event-Triggered Distributed Stochastic Mirror Descent for Convex Optimization. 6480-6491 - Fanrong Qu, Engang Tian, Xia Zhao:
Chance-Constrained H∞ State Estimation for Recursive Neural Networks Under Deception Attacks and Energy Constraints: The Finite-Horizon Case. 6492-6503 - Ding Wang, Jin Ren, Mingming Ha, Junfei Qiao:
System Stability of Learning-Based Linear Optimal Control With General Discounted Value Iteration. 6504-6514 - Yangfan Zhou, Kaizhu Huang, Cheng Cheng, Xuguang Wang, Amir Hussain, Xin Liu:
FastAdaBelief: Improving Convergence Rate for Belief-Based Adaptive Optimizers by Exploiting Strong Convexity. 6515-6529 - Yiqun Zhang, Yiu-Ming Cheung:
Graph-Based Dissimilarity Measurement for Cluster Analysis of Any-Type-Attributed Data. 6530-6544 - Shuang Zhang, Yue Wu, Xiuyu He, Jingyuan Wang:
Neural Network-Based Cooperative Trajectory Tracking Control for a Mobile Dual Flexible Manipulator. 6545-6556 - Tingting Cheng, Ben Niu, Jiaming Zhang, Ding Wang, Zhenhua Wang:
Time-/Event-Triggered Adaptive Neural Asymptotic Tracking Control of Nonlinear Interconnected Systems With Unmodeled Dynamics and Prescribed Performance. 6557-6567 - Xiaoxuan Wang, Shaofu Yang, Zhenyuan Guo, Tingwen Huang:
A Second-Order Projected Primal-Dual Dynamical System for Distributed Optimization and Learning. 6568-6577 - Baoping Cai, Chaoyang Sheng, Chuntan Gao, Yonghong Liu, Mingwei Shi, Zengkai Liu, Qiang Feng, Guijie Liu:
Artificial Intelligence Enhanced Reliability Assessment Methodology With Small Samples. 6578-6590 - Kai Liu, Seungbin Moon:
Dynamic Parallel Pyramid Networks for Scene Recognition. 6591-6601 - Wenjun Hu, Tianjie Hu, Yuzhen Wei, Jungang Lou, Shitong Wang:
Global Plus Local Jointly Regularized Support Vector Data Description for Novelty Detection. 6602-6614 - Ge Zhu, Jinbao Li, Yahong Guo:
Supplement and Suppression: Both Boundary and Nonboundary Are Helpful for Salient Object Detection. 6615-6627 - Xingli Yang, Yu Wang, Ruibo Wang, Jihong Li:
Ensemble Feature Selection With Block-Regularized m × 2 Cross-Validation. 6628-6641 - Li Wang, Haian Yin, Jin Zhang:
Density-Based Distance Preserving Graph: Theoretical and Practical Analyses. 6642-6649 - Yuan Chen, Yang Zhao, Li Cao, Wei Jia, Xiaoping Liu:
Learning Deep Blind Quality Assessment for Cartoon Images. 6650-6655 - Surbhi Gupta, Gaurav Singal, Deepak Garg, Sarangapani Jagannathan:
QC_SANE: Robust Control in DRL Using Quantile Critic With Spiking Actor and Normalized Ensemble. 6656-6662 - Ning Pang, Xin Wang, Ziming Wang:
Observer-Based Event-Triggered Adaptive Control for Nonlinear Multiagent Systems With Unknown States and Disturbances. 6663-6669 - Mouquan Shen, Xingzheng Wu, Ju H. Park, Yang Yi, Yonghui Sun:
Iterative Learning Control of Constrained Systems With Varying Trial Lengths Under Alignment Condition. 6670-6676 - Ivo Bukovsky, Gejza Dohnal, Noriyasu Homma:
Comments on "Convergence Analysis of Adaptive Exponential Functional Link Network". 6677-6678
Volume 34, Number 10, October 2023
- Jie Lu, João Gama, Xin Yao, Leandro L. Minku:
Guest Editorial: Special Issue on Stream Learning. 6683-6685 - Leonardo Enzo Brito da Silva, Nagasharath Rayapati, Donald C. Wunsch:
Incremental Cluster Validity Index-Guided Online Learning for Performance and Robustness to Presentation Order. 6686-6700 - Wenbin Li, Yanfang Liu, Jing Huo, Yinghuan Shi, Yang Gao, Lei Wang, Jiebo Luo:
A Multilayer Framework for Online Metric Learning. 6701-6713 - Zeyi Liu, Yi Zhang, Zhongjun Ding, Xiao He:
An Online Active Broad Learning Approach for Real-Time Safety Assessment of Dynamic Systems in Nonstationary Environments. 6714-6724 - Yanfang Liu, Xiaocong Fan, Wenbin Li, Yang Gao:
Online Passive-Aggressive Active Learning for Trapezoidal Data Streams. 6725-6739 - Xingyu Wu, Bingbing Jiang, Xiangyu Wang, Taiyu Ban, Huanhuan Chen:
Feature Selection in the Data Stream Based on Incremental Markov Boundary Learning. 6740-6754 - Saulo Martiello Mastelini, Felipe Kenji Nakano, Celine Vens, André Carlos Ponce de Leon Ferreira de Carvalho:
Online Extra Trees Regressor. 6755-6767 - Daisy H. Green, Aaron W. Langham, Rebecca A. Agustin, Devin W. Quinn, Steven B. Leeb:
Adaptation for Automated Drift Detection in Electromechanical Machine Monitoring. 6768-6782 - Diego Stucchi, Luca Magri, Diego Carrera, Giacomo Boracchi:
Multimodal Batch-Wise Change Detection. 6783-6797 - Weihua Xu, Doudou Guo, Jusheng Mi, Yuhua Qian, Keyin Zheng, Weiping Ding:
Two-Way Concept-Cognitive Learning via Concept Movement Viewpoint. 6798-6812 - Filippo Fedeli, Alberto Maria Metelli, Francesco Trovò, Marcello Restelli:
IWDA: Importance Weighting for Drift Adaptation in Streaming Supervised Learning Problems. 6813-6823 - Chang'an Yi, Haotian Chen, Yonghui Xu, Huanhuan Chen, Yong Liu, Haishu Tan, Yuguang Yan, Han Yu:
Multicomponent Adversarial Domain Adaptation: A General Framework. 6824-6838 - Weiwei Weng, Mahardhika Pratama, Choiru Za'in, Marcus de Carvalho, Appan Rakaraddi, Andri Ashfahani, Edward Kien Yee Yapp:
Autonomous Cross Domain Adaptation Under Extreme Label Scarcity. 6839-6850 - Wei Du, Shifei Ding, Chenglong Zhang, Zhongzhi Shi:
Multiagent Reinforcement Learning With Heterogeneous Graph Attention Network. 6851-6860 - Bocheng Ren, Laurence T. Yang, Qingchen Zhang, Jun Feng, Xin Nie:
Tensor-Empowered Adaptive Learning for Few-Shot Streaming Tasks. 6861-6871 - Peng Zhou, Ni Wang, Shu Zhao, Yanping Zhang, Xindong Wu:
Difficult Novel Class Detection in Semisupervised Streaming Data. 6872-6886 - Xuesong Wang, Lina Yao, Xianzhi Wang, Hye-Young Paik, Sen Wang:
Uncertainty Estimation With Neural Processes for Meta-Continual Learning. 6887-6897 - Wentao Li, Haoxiang Zhou, Weihua Xu, Xi-Zhao Wang, Witold Pedrycz:
Interval Dominance-Based Feature Selection for Interval-Valued Ordered Data. 6898-6912 - Changlu Chen, Yanbin Liu, Ling Chen, Chengqi Zhang:
Bidirectional Spatial-Temporal Adaptive Transformer for Urban Traffic Flow Forecasting. 6913-6925 - Shunxiang Zhang, Aoqiang Zhu, Guangli Zhu, Zhongliang Wei, Kuan-Ching Li:
Building Fake Review Detection Model Based on Sentiment Intensity and PU Learning. 6926-6939 - Fuqiang Yu, Lizhen Cui, Huanhuan Chen, Yiming Cao, Ning Liu, Weiming Huang, Yonghui Xu, Hua Lu:
HealthNet: A Health Progression Network via Heterogeneous Medical Information Fusion. 6940-6954 - Jiahua Dong, Yang Cong, Gan Sun, Lixu Wang, Lingjuan Lyu, Jun Li, Ender Konukoglu:
InOR-Net: Incremental 3-D Object Recognition Network for Point Cloud Representation. 6955-6967 - Sparsh Mittal, Srishti Srivastava, J. Phani Jayanth:
A Survey of Deep Learning Techniques for Underwater Image Classification. 6968-6982 - Shitong Mao, Ervin Sejdic:
A Review of Recurrent Neural Network-Based Methods in Computational Physiology. 6983-7003 - Xuguang Hu, Huaguang Zhang, Dazhong Ma, Rui Wang, Tianbiao Wang, Xiangpeng Xie:
Real-Time Leak Location of Long-Distance Pipeline Using Adaptive Dynamic Programming. 7004-7013 - Fei Tan, Changwei Hu, Yifan Hu, Kevin Yen, Zhi Wei, Aasish Pappu, Serim Park, Keqian Li:
MGEL: Multigrained Representation Analysis and Ensemble Learning for Text Moderation. 7014-7023 - Yongqing Wang, Mengmeng Niu, Kuo Liu, Mingrui Shen, Bo Qin, Honghui Wang:
A Novel Data Augmentation Method Based on CoralGAN for Prediction of Part Surface Roughness. 7024-7033 - Wendong Zheng, Jun Hu:
Multivariate Time Series Prediction Based on Temporal Change Information Learning Method. 7034-7048 - Yuliang Cai, Huaguang Zhang, Zhiyun Gao, Yang Liu, Qiang He:
Adaptive Bipartite Event-Triggered Time-Varying Output Formation Tracking of Heterogeneous Linear Multi-Agent Systems Under Signed Directed Graph. 7049-7058 - Rupam Singh, Bharat Bhushan:
Reinforcement Learning-Based Model-Free Controller for Feedback Stabilization of Robotic Systems. 7059-7073 - Hui Wu, Yan-Fu Li:
Clustering Spatially Correlated Functional Data With Multiple Scalar Covariates. 7074-7088 - Lei Liu, Changqi Zhu, Yan-Jun Liu, Rui Wang, Shaocheng Tong:
Performance Improvement of Active Suspension Constrained System via Neural Network Identification. 7089-7098 - Xiaohan Chen, Yang Zhao, Yue Wang, Pengfei Xu, Haoran You, Chaojian Li, Yonggan Fu, Yingyan Lin, Zhangyang Wang:
SmartDeal: Remodeling Deep Network Weights for Efficient Inference and Training. 7099-7113 - Fangfei Li, Yang Tang:
Multi-Sensor Fusion Boolean Bayesian Filtering for Stochastic Boolean Networks. 7114-7124 - Christos N. Mavridis, John S. Baras:
Online Deterministic Annealing for Classification and Clustering. 7125-7134 - Jianhua Dai, Xing Yang, Lin Xiao, Lei Jia, Xinwang Liu, Yaonan Wang:
Design and Analysis of a Self-Adaptive Zeroing Neural Network for Solving Time-Varying Quadratic Programming. 7135-7144 - Xin Yuan, Yuanda Wang, Jian Liu, Changyin Sun:
Action Mapping: A Reinforcement Learning Method for Constrained-Input Systems. 7145-7157 - Wanli Li, Tieyun Qian, Ming Zhong, Xu Chen:
Interactive Lexical and Semantic Graphs for Semisupervised Relation Extraction. 7158-7169 - Xiaoxiao Lv, Jinde Cao, Xiaodi Li, Yiping Luo:
Local Synchronization of Directed Lur'e Networks With Coupling Delay via Distributed Impulsive Control Subject to Actuator Saturation. 7170-7180