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ORCIDIEEE Transactions on Neural Networks and Learning Systems, Volume 29
Volume 29, Number 1, January 2018
- Haibo He
:
Growth and Success - Looking Forward to 2018 and Beyond. 2-9 - C. L. Philip Chen, Zhulin Liu:
Broad Learning System: An Effective and Efficient Incremental Learning System Without the Need for Deep Architecture. 10-24 - Wenzhangzhi Guo, Parham Aarabi:
Hair Segmentation Using Heuristically-Trained Neural Networks. 25-36 - Qichao Zhang, Dongbin Zhao, Ding Wang:
Event-Based Robust Control for Uncertain Nonlinear Systems Using Adaptive Dynamic Programming. 37-50 - Xiaojie Li, Jiancheng Lv, Zhang Yi:
An Efficient Representation-Based Method for Boundary Point and Outlier Detection. 51-62 - Yiqian Cui, Junyou Shi, Zili Wang:
Development of Quantum Local Potential Function Networks Based on Quantum Assimilation and Subspace Division. 63-73 - Saad Mohamad, Abdelhamid Bouchachia, Moamar Sayed-Mouchaweh:
A Bi-Criteria Active Learning Algorithm for Dynamic Data Streams. 74-86 - Kun Ding, Chunlei Huo, Bin Fan, Shiming Xiang, Chunhong Pan:
In Defense of Locality-Sensitive Hashing. 87-103 - Hong-Gui Han, Wei Lu, Ying Hou, Junfei Qiao:
An Adaptive-PSO-Based Self-Organizing RBF Neural Network. 104-117 - Yajuan Liu, Bao-Zhu Guo, Ju H. Park, Sang-Moon Lee:
Nonfragile Exponential Synchronization of Delayed Complex Dynamical Networks With Memory Sampled-Data Control. 118-128 - Zhanyu Ma, Jing-Hao Xue, Arne Leijon, Zheng-Hua Tan, Zhen Yang, Jun Guo:
Decorrelation of Neutral Vector Variables: Theory and Applications. 129-143 - Xiao-Jian Li, Guang-Hong Yang:
Neural-Network-Based Adaptive Decentralized Fault-Tolerant Control for a Class of Interconnected Nonlinear Systems. 144-155 - Phillip Howard, Daniel W. Apley, George Runger:
Distinct Variation Pattern Discovery Using Alternating Nonlinear Principal Component Analysis. 156-166 - Laurens Bliek, Hans R. G. W. Verstraete, Michel Verhaegen, Sander Wahls:
Online Optimization With Costly and Noisy Measurements Using Random Fourier Expansions. 167-182 - Baoguang Shi, Xiang Bai, Wenyu Liu, Jingdong Wang:
Face Alignment With Deep Regression. 183-194 - Shanmugam Lakshmanan, Mani Prakash, Chee Peng Lim, Rajan Rakkiyappan, Pagavathigounder Balasubramaniam, Saeid Nahavandi:
Synchronization of an Inertial Neural Network With Time-Varying Delays and Its Application to Secure Communication. 195-207 - Zhengcai Cao, Qing Xiao, Ran Huang, Mengchu Zhou:
Robust Neuro-Optimal Control of Underactuated Snake Robots With Experience Replay. 208-217 - Xi Peng, Canyi Lu, Zhang Yi, Huajin Tang:
Connections Between Nuclear-Norm and Frobenius-Norm-Based Representations. 218-224 - Le Van Hien, Doan Thai Son, Hieu Trinh:
On Global Dissipativity of Nonautonomous Neural Networks With Multiple Proportional Delays. 225-231 - Xuhui Bu, Zhongsheng Hou:
Adaptive Iterative Learning Control for Linear Systems With Binary-Valued Observations. 232-237 - Min Han, Meiling Xu:
Laplacian Echo State Network for Multivariate Time Series Prediction. 238-244
Volume 29, Number 2, February 2018
- Son Ngoc Tran, Artur S. d'Avila Garcez:
Deep Logic Networks: Inserting and Extracting Knowledge From Deep Belief Networks. 246-258 - Li Niu, Wen Li, Dong Xu, Jianfei Cai:
An Exemplar-Based Multi-View Domain Generalization Framework for Visual Recognition. 259-272 - Ming Sun, Kwang Y. Lee, Yaoqun Xu, Wenlei Bai:
Hysteretic Noisy Chaotic Neural Networks for Resource Allocation in OFDMA System. 273-285 - Kai Zhao, Yongduan Song, Zhixi Shen:
Neuroadaptive Fault-Tolerant Control of Nonlinear Systems Under Output Constraints and Actuation Faults. 286-298 - Xian Zhang, Yuanyuan Han, Ligang Wu, Yantao Wang:
State Estimation for Delayed Genetic Regulatory Networks With Reaction-Diffusion Terms. 299-309 - Zhengming Ding, Ming Shao, Yun Fu:
Incomplete Multisource Transfer Learning. 310-323 - Li Bu, Cesare Alippi, Dongbin Zhao:
A pdf-Free Change Detection Test Based on Density Difference Estimation. 324-334 - Ding-Xin He, Guang Ling, Zhi-Hong Guan, Bin Hu, Rui-Quan Liao:
Multisynchronization of Coupled Heterogeneous Genetic Oscillator Networks via Partial Impulsive Control. 335-342 - Xiaobing Pei, Chuanbo Chen, Weihua Gong:
Concept Factorization With Adaptive Neighbors for Document Clustering. 343-352 - Jia Wang, Lee-Ming Cheng, Tong Su:
Multivariate Cryptography Based on Clipped Hopfield Neural Network. 353-363 - Jin-Liang Wang, Huai-Ning Wu, Tingwen Huang, Shun-Yan Ren, Jigang Wu:
Passivity and Output Synchronization of Complex Dynamical Networks With Fixed and Adaptive Coupling Strength. 364-376 - Wen-Liang Hwang, Keng-Shih Lu, Jinn Ho:
Constrained Null Space Component Analysis for Semiblind Source Separation Problem. 377-391 - Nian Liu, Junwei Han, Tianming Liu, Xuelong Li:
Learning to Predict Eye Fixations via Multiresolution Convolutional Neural Networks. 392-404 - Filipe Alves Neto Verri, Paulo Roberto Urio, Liang Zhao:
Network Unfolding Map by Vertex-Edge Dynamics Modeling. 405-418 - Luis A. Vázquez, Francisco Jurado, Carlos E. Castañeda, Víctor Santibáñez:
Real-Time Decentralized Neural Control via Backstepping for a Robotic Arm Powered by Industrial Servomotors. 419-426 - Filippo Maria Bianchi, Lorenzo Livi, Cesare Alippi:
Investigating Echo-State Networks Dynamics by Means of Recurrence Analysis. 427-439 - Yinan Yu, Konstantinos I. Diamantaras, Tomas McKelvey, Sun-Yuan Kung:
CLAss-Specific Subspace Kernel Representations and Adaptive Margin Slack Minimization for Large Scale Classification. 440-456 - Ridong Zhang, Jili Tao, Renquan Lu, Qibing Jin:
Decoupled ARX and RBF Neural Network Modeling Using PCA and GA Optimization for Nonlinear Distributed Parameter Systems. 457-469 - Avisek Lahiri, Biswajit Paria, Prabir Kumar Biswas:
Forward Stagewise Additive Model for Collaborative Multiview Boosting. 470-485 - Yina Han, Kunde Yang, Yixin Yang, Yuanliang Ma:
Localized Multiple Kernel Learning With Dynamical Clustering and Matrix Regularization. 486-499 - Peter Andras:
High-Dimensional Function Approximation With Neural Networks for Large Volumes of Data. 500-508
Volume 29, Number 3, March 2018
- Guibiao Xu, Bao-Gang Hu, José C. Príncipe:
Robust C-Loss Kernel Classifiers. 510-522 - Renquan Lu, Peng Shi, Hongye Su, Zheng-Guang Wu, Jianquan Lu:
Synchronization of General Chaotic Neural Networks With Nonuniform Sampling and Packet Missing: A Switched System Approach. 523-533 - Sitian Qin, Jiqiang Feng, Jiahui Song, Xingnan Wen, Chen Xu:
A One-Layer Recurrent Neural Network for Constrained Complex-Variable Convex Optimization. 534-544 - Jia Liu, Maoguo Gong, A. Kai Qin, Puzhao Zhang:
A Deep Convolutional Coupling Network for Change Detection Based on Heterogeneous Optical and Radar Images. 545-559 - Xiaogang Deng, Xuemin Tian, Sheng Chen, Chris J. Harris:
Nonlinear Process Fault Diagnosis Based on Serial Principal Component Analysis. 560-572 - Songlin Hu, Dong Yue, Xiangpeng Xie, Yong Ma, Xiuxia Yin:
Stabilization of Neural-Network-Based Control Systems via Event-Triggered Control With Nonperiodic Sampled Data. 573-585 - Ali Heydari:
Optimal Switching of DC-DC Power Converters Using Approximate Dynamic Programming. 586-596 - Qi-He Shan, Huaguang Zhang, Zhanshan Wang, Zhao Zhang:
Global Asymptotic Stability and Stabilization of Neural Networks With General Noise. 597-607 - Jie Gui, Tongliang Liu, Zhenan Sun, Dacheng Tao, Tieniu Tan:
Supervised Discrete Hashing With Relaxation. 608-617 - Sanbo Ding, Zhanshan Wang, Huaguang Zhang:
Dissipativity Analysis for Stochastic Memristive Neural Networks With Time-Varying Delays: A Discrete-Time Case. 618-630 - Ding Zhai, Liwei An, Dan Ye, Qingling Zhang:
Adaptive Reliable H∞ Static Output Feedback Control Against Markovian Jumping Sensor Failures. 631-644 - Sheng Li, Kang Li, Yun Fu:
Self-Taught Low-Rank Coding for Visual Learning. 645-656 - Jing Peng, Alex J. Aved, Guna Seetharaman, Kannappan Palaniappan:
Multiview Boosting With Information Propagation for Classification. 657-669 - Yu Kong, Ming Shao, Kang Li, Yun Fu:
Probabilistic Low-Rank Multitask Learning. 670-680 - Eid Emary, Hossam M. Zawbaa, Crina Grosan:
Experienced Gray Wolf Optimization Through Reinforcement Learning and Neural Networks. 681-694 - Wei Liu, Jie Huang:
Cooperative Adaptive Output Regulation for Second-Order Nonlinear Multiagent Systems With Jointly Connected Switching Networks. 695-705 - Lorenzo Livi, Filippo Maria Bianchi, Cesare Alippi:
Determination of the Edge of Criticality in Echo State Networks Through Fisher Information Maximization. 706-717 - Hanqi Wang, Fei Wu, Weiming Lu, Yi Yang, Xi Li, Xuelong Li, Yueting Zhuang:
Identifying Objective and Subjective Words via Topic Modeling. 718-730 - Badong Chen, Lei Xing, Bin Xu, Haiquan Zhao, José C. Príncipe:
Insights Into the Robustness of Minimum Error Entropy Estimation. 731-737 - Qianqian Wang, Quanxue Gao, De-Yan Xie, Xinbo Gao, Yong Wang:
Robust DLPP With Nongreedy ℓ1-Norm Minimization and Maximization. 738-743 - Masaki Kobayashi:
Stability of Rotor Hopfield Neural Networks With Synchronous Mode. 744-748 - Gang Chen, Yongduan Song, Yanfeng Guan:
Terminal Sliding Mode-Based Consensus Tracking Control for Networked Uncertain Mechanical Systems on Digraphs. 749-756 - Chiman Wong, Chi-Man Vong, Pak-Kin Wong, Jiuwen Cao:
Kernel-Based Multilayer Extreme Learning Machines for Representation Learning. 757-762
Volume 29, Number 4, April 2018
- Ammar O. Hoori, Yuichi Motai:
Multicolumn RBF Network. 766-778 - Xiaoyong Zeng, Hui Peng, Feng Zhou:
A Regularized SNPOM for Stable Parameter Estimation of RBF-AR(X) Model. 779-791 - Shuguang Ding, Xiangli Nie, Hong Qiao, Bo Zhang:
A Fast Algorithm of Convex Hull Vertices Selection for Online Classification. 792-806 - Yanzhi Wu, Lu Liu, Jiangping Hu, Gang Feng:
Adaptive Antisynchronization of Multilayer Reaction-Diffusion Neural Networks. 807-818 - Hongwei Chen, Jinling Liang, Jianquan Lu, Jianlong Qiu:
Synchronization for the Realization-Dependent Probabilistic Boolean Networks. 819-831 - Feng-Sheng Tsai, Sheng-Yi Hsu, Mau-Hsiang Shih:
Adaptive Tracking Control for Robots With an Interneural Computing Scheme. 832-844 - Yong Xu, Renquan Lu, Peng Shi, Jie Tao, Shengli Xie:
Robust Estimation for Neural Networks With Randomly Occurring Distributed Delays and Markovian Jump Coupling. 845-855 - Zuowei Cai, Lihong Huang:
Finite-Time Stabilization of Delayed Memristive Neural Networks: Discontinuous State-Feedback and Adaptive Control Approach. 856-868 - Avraham A. Melkman, Xiaoqing Cheng, Wai-Ki Ching, Tatsuya Akutsu:
Identifying a Probabilistic Boolean Threshold Network From Samples. 869-881 - Junjie Hu, Haiqin Yang, Michael R. Lyu, Irwin King, Anthony Man-Cho So:
Online Nonlinear AUC Maximization for Imbalanced Data Sets. 882-895 - Jian Hou, Huijun Gao, Xuelong Li:
Feature Combination via Clustering. 896-907 - Ze Tang, Ju H. Park, Jianwen Feng:
Impulsive Effects on Quasi-Synchronization of Neural Networks With Parameter Mismatches and Time-Varying Delay. 908-919 - Wenjie Pei, Hamdi Dibeklioglu, David M. J. Tax, Laurens van der Maaten:
Multivariate Time-Series Classification Using the Hidden-Unit Logistic Model. 920-931 - Hongliang Li, Derong Liu, Ding Wang:
Manifold Regularized Reinforcement Learning. 932-943 - Minnan Luo, Feiping Nie, Xiaojun Chang, Yi Yang, Alexander G. Hauptmann, Qinghua Zheng:
Adaptive Unsupervised Feature Selection With Structure Regularization. 944-956 - Qinglai Wei, Derong Liu, Qiao Lin, Ruizhuo Song:
Adaptive Dynamic Programming for Discrete-Time Zero-Sum Games. 957-969 - Quan-Yong Fan, Guang-Hong Yang, Dan Ye:
Quantization-Based Adaptive Actor-Critic Tracking Control With Tracking Error Constraints. 970-980 - Shaofu Yang, Qingshan Liu, Jun Wang:
A Collaborative Neurodynamic Approach to Multiple-Objective Distributed Optimization. 981-992 - Ding Wang, Chaoxu Mu, Derong Liu, Hongwen Ma:
On Mixed Data and Event Driven Design for Adaptive-Critic-Based Nonlinear H∞ Control. 993-1005 - Xiaozhao Fang, Yong Xu, Xuelong Li, Zhihui Lai, Wai Keung Wong, Bingwu Fang:
Regularized Label Relaxation Linear Regression. 1006-1018 - Ming Shao, Yizhe Zhang, Yun Fu:
Collaborative Random Faces-Guided Encoders for Pose-Invariant Face Representation Learning. 1019-1032 - Yuan-Xin Li, Guang-Hong Yang:
Model-Based Adaptive Event-Triggered Control of Strict-Feedback Nonlinear Systems. 1033-1045 - Licheng Wang, Zidong Wang, Guoliang Wei, Fuad E. Alsaadi:
Finite-Time State Estimation for Recurrent Delayed Neural Networks With Component-Based Event-Triggering Protocol. 1046-1057 - Naoki Masuyama, Chu Kiong Loo, Manjeevan Seera, Naoyuki Kubota:
Quantum-Inspired Multidirectional Associative Memory With a Self-Convergent Iterative Learning. 1058-1068 - Tommaso Mannucci, Erik-Jan van Kampen, Cornelis C. de Visser, Qiping Chu:
Safe Exploration Algorithms for Reinforcement Learning Controllers. 1069-1081 - Ruibin Feng, Chi-Sing Leung, John Sum:
Robustness Analysis on Dual Neural Network-based k WTA With Input Noise. 1082-1094 - Jeng-Tze Huang, Thanh-Phong Pham:
Differentiation-Free Multiswitching Neuroadaptive Control of Strict-Feedback Systems. 1095-1107 - Feifei Yang, Cong Wang:
Pattern-Based NN Control of a Class of Uncertain Nonlinear Systems. 1108-1119 - Yuefeng Ma, Xun Liang, James T. Kwok, Jianping Li, Xiaoping Zhou, Haiyan Zhang:
Fast-Solving Quasi-Optimal LS-S3VM Based on an Extended Candidate Set. 1120-1131 - Zhengshan Dong, Wenxing Zhu:
Homotopy Methods Based on l0-Norm for Compressed Sensing. 1132-1146 - Zhaoxu Yu, Shugang Li, Zhaosheng Yu, Fangfei Li:
Adaptive Neural Output Feedback Control for Nonstrict-Feedback Stochastic Nonlinear Systems With Unknown Backlash-Like Hysteresis and Unknown Control Directions. 1147-1160 - Gonzalo Safont, Addisson Salazar, Luis Vergara, Enriqueta Gomez, Vicente Villanueva:
Probabilistic Distance for Mixtures of Independent Component Analyzers. 1161-1173 - Wei He, Yiting Dong:
Adaptive Fuzzy Neural Network Control for a Constrained Robot Using Impedance Learning. 1174-1186 - Jianyong Sun, Aimin Zhou, Simeon Keates, Shengbin Liao:
Simultaneous Bayesian Clustering and Feature Selection Through Student's t Mixtures Model. 1187-1199 - Huaguang Zhang, Xiaohong Cui, Yanhong Luo, He Jiang:
Finite-Horizon H∞ Tracking Control for Unknown Nonlinear Systems With Saturating Actuators. 1200-1212 - Behzad Talaei, Sarangapani Jagannathan, John R. Singler:
Boundary Control of Linear Uncertain 1-D Parabolic PDE Using Approximate Dynamic Programming. 1213-1225 - Qinglai Wei, Benkai Li, Ruizhuo Song:
Discrete-Time Stable Generalized Self-Learning Optimal Control With Approximation Errors. 1226-1238 - Lei Liu, Zhanshan Wang, Huaguang Zhang:
Neural-Network-Based Robust Optimal Tracking Control for MIMO Discrete-Time Systems With Unknown Uncertainty Using Adaptive Critic Design. 1239-1251 - Yupeng Qiao, Hongsheng Qi, Daizhan Cheng:
Partition-Based Solutions of Static Logical Networks With Applications. 1252-1262 - Behzad Talaei, Sarangapani Jagannathan, John R. Singler:
Output Feedback-Based Boundary Control of Uncertain Coupled Semilinear Parabolic PDE Using Neurodynamic Programming. 1263-1274 - Juntao Fei, Cheng Lu:
Adaptive Sliding Mode Control of Dynamic Systems Using Double Loop Recurrent Neural Network Structure. 1275-1286 - Junxiu Liu, Jim Harkin, Liam P. Maguire, Liam McDaid, John J. Wade:
SPANNER: A Self-Repairing Spiking Neural Network Hardware Architecture. 1287-1300 - Ke Gu, Dacheng Tao, Junfei Qiao, Weisi Lin:
Learning a No-Reference Quality Assessment Model of Enhanced Images With Big Data. 1301-1313 - Xuelong Li, Lina Liu, Xiaoqiang Lu:
Person Reidentification Based on Elastic Projections. 1314-1327 - Bin Zou, Chen Xu, Yang Lu, Yuan Yan Tang, Jie Xu, Xinge You:
k-Times Markov Sampling for SVMC. 1328-1341 - Ding Wang, Derong Liu, Chaoxu Mu, Yun Zhang:
Neural Network Learning and Robust Stabilization of Nonlinear Systems With Dynamic Uncertainties. 1342-1351 - Lingfeng Wang, Chunhong Pan:
Groupwise Retargeted Least-Squares Regression. 1352-1358 - Yuanshi Zheng, Jingying Ma, Long Wang:
Consensus of Hybrid Multi-Agent Systems. 1359-1365 - Masaki Kobayashi:
Decomposition of Rotor Hopfield Neural Networks Using Complex Numbers. 1366-1370 - Antoni Morro, Vicent Canals, Antoni Oliver, Miquel L. Alomar, Fabio Galán-Prado, Pedro J. Ballester, José Luis Rosselló:
A Stochastic Spiking Neural Network for Virtual Screening. 1371-1375 - Xian-Ming Zhang, Qing-Long Han:
State Estimation for Static Neural Networks With Time-Varying Delays Based on an Improved Reciprocally Convex Inequality. 1376-1381 - João B. O. Souza Filho, Paulo S. R. Diniz:
Improving KPCA Online Extraction by Orthonormalization in the Feature Space. 1382-1387 - Rui Li, Yiguang Hong, Xingyuan Wang:
Observability of Automata Networks: Fixed and Switching Cases. 1388-1394
Volume 29, Number 5, May 2018
- Narges Armanfard, James P. Reilly, Majid Komeili:
Logistic Localized Modeling of the Sample Space for Feature Selection and Classification. 1396-1413 - Shenglan Liu, Lin Feng, Yang Liu, Hong Qiao, Jun Wu, Wei Wang:
Manifold Warp Segmentation of Human Action. 1414-1426 - Haihua Liu, Na Shu, Qiling Tang, Wensheng Zhang:
Computational Model Based on Neural Network of Visual Cortex for Human Action Recognition. 1427-1440 - Lok-Won Kim:
DeepX: Deep Learning Accelerator for Restricted Boltzmann Machine Artificial Neural Networks. 1441-1453 - Xi-Lin Li:
Preconditioned Stochastic Gradient Descent. 1454-1466 - Zhaowen Xu, Peng Shi, Hongye Su, Zheng-Guang Wu, Tingwen Huang:
Global $H_\infty $ Pinning Synchronization of Complex Networks With Sampled-Data Communications. 1467-1476 - Zhixia Ding, Zhigang Zeng, Leimin Wang:
Robust Finite-Time Stabilization of Fractional-Order Neural Networks With Discontinuous and Continuous Activation Functions Under Uncertainty. 1477-1490 - Wuneng Zhou, Xianghui Zhou, Jun Yang, Jun Zhou, Dongbing Tong:
Stability Analysis and Application for Delayed Neural Networks Driven by Fractional Brownian Noise. 1491-1502 - Chen Huang, Chen Change Loy, Xiaoou Tang:
Discriminative Sparse Neighbor Approximation for Imbalanced Learning. 1503-1513 - Xuhui Bu, Zhongsheng Hou, Hongwei Zhang:
Data-Driven Multiagent Systems Consensus Tracking Using Model Free Adaptive Control. 1514-1524 - Pratik Prabhanjan Brahma, Yiyuan She, Shijie Li, Jiade Li, Dapeng Oliver Wu:
Reinforced Robust Principal Component Pursuit. 1525-1538 - Wei He, Tingting Meng, Deqing Huang, Xuefang Li:
Adaptive Boundary Iterative Learning Control for an Euler-Bernoulli Beam System With Input Constraint. 1539-1549 - Hao Zhang, Yin Sheng, Zhigang Zeng:
Synchronization of Coupled Reaction-Diffusion Neural Networks With Directed Topology via an Adaptive Approach. 1550-1561 - Alaeddin Malek, Najmeh Hosseinipour-Mahani:
Solving Multiextremal Problems by Using Recurrent Neural Networks. 1562-1574 - Xiantong Zhen, Mengyang Yu, Feng Zheng, Ilanit Ben Nachum, Mousumi Bhaduri, David T. Laidley, Shuo Li:
Multitarget Sparse Latent Regression. 1575-1586 - Yanwei Pang, Manli Sun, Xiaoheng Jiang, Xuelong Li:
Convolution in Convolution for Network in Network. 1587-1597 - Rahul Kumar Agarwal, Ikhlaq Hussain, Bhim Singh:
Application of LMS-Based NN Structure for Power Quality Enhancement in a Distribution Network Under Abnormal Conditions. 1598-1607 - Xiaozhao Zhao, Yuexian Hou, Dawei Song, Wenjie Li:
A Confident Information First Principle for Parameter Reduction and Model Selection of Boltzmann Machines. 1608-1621 - Qiuwen Chen, Ryan S. Luley, Qing Wu, Morgan Bishop, Richard W. Linderman, Qinru Qiu:
AnRAD: A Neuromorphic Anomaly Detection Framework for Massive Concurrent Data Streams. 1622-1636 - Qin Zhang, Quanying Yao:
Dynamic Uncertain Causality Graph for Knowledge Representation and Reasoning: Utilization of Statistical Data and Domain Knowledge in Complex Cases. 1637-1651 - Jianyong Wang, Lei Zhang, Quan Guo, Zhang Yi:
Recurrent Neural Networks With Auxiliary Memory Units. 1652-1661 - Yuhu Cheng, Xue Qiao, Xuesong Wang, Qiang Yu:
Random Forest Classifier for Zero-Shot Learning Based on Relative Attribute. 1662-1674 - Jing Zhang, Victor S. Sheng, Tao Li, Xindong Wu:
Improving Crowdsourced Label Quality Using Noise Correction. 1675-1688 - Tohru Nitta, Yasuaki Kuroe:
Hyperbolic Gradient Operator and Hyperbolic Back-Propagation Learning Algorithms. 1689-1702 - Jan Faigl, Geoffrey A. Hollinger:
Autonomous Data Collection Using a Self-Organizing Map. 1703-1715 - Hui Li, Qingfu Zhang, Jingda Deng, Zong-Ben Xu:
A Preference-Based Multiobjective Evolutionary Approach for Sparse Optimization. 1716-1731 - Dan Zhang, Qing-Guo Wang, Dipti Srinivasan, Hongyi Li, Li Yu:
Asynchronous State Estimation for Discrete-Time Switched Complex Networks With Communication Constraints. 1732-1746 - Yu Kang, Jiahu Qin, Qichao Ma, Huijun Gao, Wei Xing Zheng:
Cluster Synchronization for Interacting Clusters of Nonidentical Nodes via Intermittent Pinning Control. 1747-1759 - Xuelong Li, Quanmao Lu, Yongsheng Dong, Dacheng Tao:
SCE: A Manifold Regularized Set-Covering Method for Data Partitioning. 1760-1773 - Shichao Zhang, Xuelong Li, Ming Zong, Xiaofeng Zhu, Ruili Wang:
Efficient kNN Classification With Different Numbers of Nearest Neighbors. 1774-1785 - Hongwei Hu, Bo Ma, Jianbing Shen, Ling Shao:
Manifold Regularized Correlation Object Tracking. 1786-1795 - Philip J. Vance, Gautham P. Das, Dermot Kerr, Sonya A. Coleman, T. Martin McGinnity, Tim Gollisch, Jian K. Liu:
Bioinspired Approach to Modeling Retinal Ganglion Cells Using System Identification Techniques. 1796-1808 - Dongshu Wang, Lihong Huang, Longkun Tang:
Synchronization Criteria for Discontinuous Neural Networks With Mixed Delays via Functional Differential Inclusions. 1809-1821 - Mauro Di Marco, Mauro Forti, Luca Pancioni:
New Conditions for Global Asymptotic Stability of Memristor Neural Networks. 1822-1834 - Junyu Xuan, Jie Lu, Guangquan Zhang, Richard Yi Da Xu, Xiangfeng Luo:
Doubly Nonparametric Sparse Nonnegative Matrix Factorization Based on Dependent Indian Buffet Processes. 1835-1849 - Nathan Szanto, Vignesh Narayanan, Sarangapani Jagannathan:
Event-Sampled Direct Adaptive NN Output- and State-Feedback Control of Uncertain Strict-Feedback System. 1850-1863 - Chen Liu, Jiang Wang, Huiyan Li, Chris Fietkiewicz, Kenneth A. Loparo:
Modeling and Analysis of Beta Oscillations in the Basal Ganglia. 1864-1875 - Xianli Pan, Zhiji Yang, Yitian Xu, Laisheng Wang:
Safe Screening Rules for Accelerating Twin Support Vector Machine Classification. 1876-1887 - Renquan Lu, Jie Tao, Peng Shi, Hongye Su, Zheng-Guang Wu, Yong Xu:
Dissipativity-Based Resilient Filtering of Periodic Markovian Jump Neural Networks With Quantized Measurements. 1888-1899 - Masaki Kobayashi:
Singularities of Three-Layered Complex-Valued Neural Networks With Split Activation Function. 1900-1907 - Shuai Li, Huanqing Wang, Muhammad Usman Rafique:
A Novel Recurrent Neural Network for Manipulator Control With Improved Noise Tolerance. 1908-1918 - Piotr A. Kowalski, Maciej Kusy:
Sensitivity Analysis for Probabilistic Neural Network Structure Reduction. 1919-1932 - Xiaoling Wang, Housheng Su, Michael Z. Q. Chen, Xiaofan Wang:
Observer-Based Robust Coordinated Control of Multiagent Systems With Input Saturation. 1933-1946 - Zechao Li, Jinhui Tang, Xiaofei He:
Robust Structured Nonnegative Matrix Factorization for Image Representation. 1947-1960 - Ahana Gangopadhyay, Oindrila Chatterjee, Shantanu Chakrabartty:
Extended Polynomial Growth Transforms for Design and Training of Generalized Support Vector Machines. 1961-1974 - Ya Li, Xinmei Tian, Tongliang Liu, Dacheng Tao:
On Better Exploring and Exploiting Task Relationships in Multitask Learning: Joint Model and Feature Learning. 1975-1985 - Zhengming Ding, Yun Fu:
Robust Multiview Data Analysis Through Collective Low-Rank Subspace. 1986-1997 - Jen-Tzung Chien, Yi-Ting Bao:
Tensor-Factorized Neural Networks. 1998-2011 - Jian Wang, Chen Xu, Xifeng Yang, Jacek M. Zurada:
A Novel Pruning Algorithm for Smoothing Feedforward Neural Networks Based on Group Lasso Method. 2012-2024 - Xiaolin Huang, Johan A. K. Suykens, Shuning Wang, Joachim Hornegger, Andreas K. Maier:
Classification With Truncated $\ell _{1}$ Distance Kernel. 2025-2030 - Yuhu Wu, Tielong Shen:
Policy Iteration Algorithm for Optimal Control of Stochastic Logical Dynamical Systems. 2031-2036
Volume 29, Number 6, June 2018
- Dongbin Zhao, Derong Liu, Frank L. Lewis, José C. Príncipe, Stefano Squartini:
Special Issue on Deep Reinforcement Learning and Adaptive Dynamic Programming. 2038-2041 - Bahare Kiumarsi, Kyriakos G. Vamvoudakis, Hamidreza Modares, Frank L. Lewis:
Optimal and Autonomous Control Using Reinforcement Learning: A Survey. 2042-2062 - Mufti Mahmud, M. Shamim Kaiser, Amir Hussain, Stefano Vassanelli:
Applications of Deep Learning and Reinforcement Learning to Biological Data. 2063-2079 - Isaac J. Sledge, Matthew S. Emigh, José C. Príncipe:
Guided Policy Exploration for Markov Decision Processes Using an Uncertainty-Based Value-of-Information Criterion. 2080-2098 - Biao Luo, Derong Liu, Huai-Ning Wu:
Adaptive Constrained Optimal Control Design for Data-Based Nonlinear Discrete-Time Systems With Critic-Only Structure. 2099-2111 - Huaguang Zhang, Qiuxia Qu, Geyang Xiao, Yang Cui:
Optimal Guaranteed Cost Sliding Mode Control for Constrained-Input Nonlinear Systems With Matched and Unmatched Disturbances. 2112-2126 - Bo Fan, Qinmin Yang, Xiaoyu Tang, Youxian Sun:
Robust ADP Design for Continuous-Time Nonlinear Systems With Output Constraints. 2127-2138 - Yongliang Yang, Hamidreza Modares, Donald C. Wunsch, Yixin Yin:
Leader-Follower Output Synchronization of Linear Heterogeneous Systems With Active Leader Using Reinforcement Learning. 2139-2153 - Patryk Deptula, Joel A. Rosenfeld, Rushikesh Kamalapurkar, Warren E. Dixon:
Approximate Dynamic Programming: Combining Regional and Local State Following Approximations. 2154-2166 - Tohid Sardarmehni, Ali Heydari:
Suboptimal Scheduling in Switched Systems With Continuous-Time Dynamics: A Least Squares Approach. 2167-2178 - Zhanshan Wang, Lei Liu, Yanming Wu, Huaguang Zhang:
Optimal Fault-Tolerant Control for Discrete-Time Nonlinear Strict-Feedback Systems Based on Adaptive Critic Design. 2179-2191 - Weirong Liu, Peng Zhuang, Hao Liang, Jun Peng, Zhiwu Huang:
Distributed Economic Dispatch in Microgrids Based on Cooperative Reinforcement Learning. 2192-2203 - Yang Yu, Shi-Yong Chen, Qing Da, Zhi-Hua Zhou:
Reusable Reinforcement Learning via Shallow Trails. 2204-2215 - Zhipeng Ren, Daoyi Dong, Huaxiong Li, Chunlin Chen:
Self-Paced Prioritized Curriculum Learning With Coverage Penalty in Deep Reinforcement Learning. 2216-2226 - Jie Pan, Xuesong Wang, Yuhu Cheng, Qiang Yu:
Multisource Transfer Double DQN Based on Actor Learning. 2227-2238 - Sangdoo Yun, Jongwon Choi, Youngjoon Yoo, Kimin Yun, Jin Young Choi:
Action-Driven Visual Object Tracking With Deep Reinforcement Learning. 2239-2252 - Huaping Liu, Yupei Wu, Fuchun Sun:
Extreme Trust Region Policy Optimization for Active Object Recognition. 2253-2258 - Eric Chalmers, Edgar Bermudez Contreras, Brandon Robertson, Artur Luczak, Aaron J. Gruber:
Learning to Predict Consequences as a Method of Knowledge Transfer in Reinforcement Learning. 2259-2270 - Tao Liu, Jie Huang:
A Discrete-Time Recurrent Neural Network for Solving Rank-Deficient Matrix Equations With an Application to Output Regulation of Linear Systems. 2271-2277 - Jianwei Liu, Jiajia Zhou, Mohamed S. Kamel, Xiong-Lin Luo:
Online Learning Algorithm Based on Adaptive Control Theory. 2278-2293 - Jauwairia Nasir, Yong-Ho Yoo, Deok-Hwa Kim, Jong-Hwan Kim:
User Preference-Based Dual-Memory Neural Model With Memory Consolidation Approach. 2294-2308 - Long-Kai Huang, Qiang Yang, Wei-Shi Zheng:
Online Hashing. 2309-2322 - Kailing Guo, Liu Liu, Xiangmin Xu, Dong Xu, Dacheng Tao:
GoDec+: Fast and Robust Low-Rank Matrix Decomposition Based on Maximum Correntropy. 2323-2336 - Mingxing Duan, Kenli Li, Xiangke Liao, Keqin Li:
A Parallel Multiclassification Algorithm for Big Data Using an Extreme Learning Machine. 2337-2351 - Yajun Zhang, Tianyou Chai, Hong Wang, Dianhui Wang, Xinkai Chen:
Nonlinear Decoupling Control With ANFIS-Based Unmodeled Dynamics Compensation for a Class of Complex Industrial Processes. 2352-2366 - Junhong Lin, Ding-Xuan Zhou:
Online Learning Algorithms Can Converge Comparably Fast as Batch Learning. 2367-2378 - Ahana Gangopadhyay, Shantanu Chakrabartty:
Spiking, Bursting, and Population Dynamics in a Network of Growth Transform Neurons. 2379-2391 - Jin Zhou, Long Chen, C. L. Philip Chen, Yingxu Wang, Han-Xiong Li:
Uncertain Data Clustering in Distributed Peer-to-Peer Networks. 2392-2406 - Chaojie Li, Xinghuo Yu, Tingwen Huang, Xing He:
Distributed Optimal Consensus Over Resource Allocation Network and Its Application to Dynamical Economic Dispatch. 2407-2418 - Chenliang Wang, Changyun Wen, Qinglei Hu, Wei Wang, Xiuyu Zhang:
Distributed Adaptive Containment Control for a Class of Nonlinear Multiagent Systems With Input Quantization. 2419-2428 - Dong Shen:
Data-Driven Learning Control for Stochastic Nonlinear Systems: Multiple Communication Constraints and Limited Storage. 2429-2440 - Qingshan Liu, Guangcan Liu, Lai Li, Xiao-Tong Yuan, Meng Wang, Wei Liu:
Reversed Spectral Hashing. 2441-2449 - Jia Liu, Maoguo Gong, Qiguang Miao, Xiaogang Wang, Hao Li:
Structure Learning for Deep Neural Networks Based on Multiobjective Optimization. 2450-2463 - Marcos Eduardo Valle, Fidelis Zanetti de Castro:
On the Dynamics of Hopfield Neural Networks on Unit Quaternions. 2464-2471 - Zijia Lin, Guiguang Ding, Jungong Han, Ling Shao:
End-to-End Feature-Aware Label Space Encoding for Multilabel Classification With Many Classes. 2472-2487 - Yanling Wei, Ju H. Park, Hamid Reza Karimi, Yu-Chu Tian, Ho-Youl Jung:
Improved Stability and Stabilization Results for Stochastic Synchronization of Continuous-Time Semi-Markovian Jump Neural Networks With Time-Varying Delay. 2488-2501 - Xiaozhao Fang, Shaohua Teng, Zhihui Lai, Zhaoshui He, Shengli Xie, Wai Keung Wong:
Robust Latent Subspace Learning for Image Classification. 2502-2515 - Maciej Jaworski, Piotr Duda, Leszek Rutkowski:
New Splitting Criteria for Decision Trees in Stationary Data Streams. 2516-2529 - Gregory Ditzler, Robi Polikar, Gail Rosen:
A Sequential Learning Approach for Scaling Up Filter-Based Feature Subset Selection. 2530-2544 - Shichang Sun, Hongbo Liu, Jiana Meng, C. L. Philip Chen, Yu Yang:
Substructural Regularization With Data-Sensitive Granularity for Sequence Transfer Learning. 2545-2557 - Zhongyang Fei, Chaoxu Guan, Huijun Gao:
Exponential Synchronization of Networked Chaotic Delayed Neural Network by a Hybrid Event Trigger Scheme. 2558-2567 - Ruxin Wang, Tongliang Liu, Dacheng Tao:
Multiclass Learning With Partially Corrupted Labels. 2568-2580 - Yujin Zhu, Zhe Wang, Hongyuan Zha, Daqi Gao:
Boundary-Eliminated Pseudoinverse Linear Discriminant for Imbalanced Problems. 2581-2594 - Leonardo Enzo Brito da Silva, Donald C. Wunsch:
An Information-Theoretic-Cluster Visualization for Self-Organizing Maps. 2595-2613 - Weinan Gao, Zhong-Ping Jiang:
Learning-Based Adaptive Optimal Tracking Control of Strict-Feedback Nonlinear Systems. 2614-2624 - Yina Han, Kunde Yang, Yixin Yang, Yuanliang Ma:
On the Impact of Regularization Variation on Localized Multiple Kernel Learning. 2625-2630 - Fayao Liu, Guosheng Lin, Ruizhi Qiao, Chunhua Shen:
Structured Learning of Tree Potentials in CRF for Image Segmentation. 2631-2637 - Ben Niu, Lu Li:
Adaptive Backstepping-Based Neural Tracking Control for MIMO Nonlinear Switched Systems Subject to Input Delays. 2638-2644 - Haik Manukian, Fabio L. Traversa, Massimiliano Di Ventra:
Memcomputing Numerical Inversion With Self-Organizing Logic Gates. 2645-2650 - Dongdong Chen, Jiancheng Lv, Zhang Yi:
Graph Regularized Restricted Boltzmann Machine. 2651-2659 - Changsheng Li, Fan Wei, Junchi Yan, Xiaoyu Zhang, Qingshan Liu, Hongyuan Zha:
A Self-Paced Regularization Framework for Multilabel Learning. 2660-2666
Volume 29, Number 7, July 2018
- Daniel Paul Barrett, Scott Alan Bronikowski, Haonan Yu, Jeffrey Mark Siskind:
Driving Under the Influence (of Language). 2668-2683 - Xiaoheng Jiang, Yanwei Pang, Manli Sun, Xuelong Li:
Cascaded Subpatch Networks for Effective CNNs. 2684-2694 - Enrique Romero Merino, Ferran Mazzanti Castrillejo, Jordi Delgado Pin:
Neighborhood-Based Stopping Criterion for Contrastive Divergence. 2695-2704 - Mingxuan Sun, Tao Wu, Lejian Chen, Guofeng Zhang:
Neural AILC for Error Tracking Against Arbitrary Initial Shifts. 2705-2716 - Azalia Mirhoseini, Eva L. Dyer, Ebrahim M. Songhori, Richard G. Baraniuk, Farinaz Koushanfar:
RankMap: A Framework for Distributed Learning From Dense Data Sets. 2717-2730 - Shihui Ying, Zhijie Wen, Jun Shi, Yaxin Peng, Jigen Peng, Hong Qiao:
Manifold Preserving: An Intrinsic Approach for Semisupervised Distance Metric Learning. 2731-2742 - Nico Görnitz, Luiz Alberto Lima, Luiz Eduardo Varella, Klaus-Robert Müller, Shinichi Nakajima:
Transductive Regression for Data With Latent Dependence Structure. 2743-2756 - Hongli Dong, Nan Hou, Zidong Wang, Weijian Ren:
Variance-Constrained State Estimation for Complex Networks With Randomly Varying Topologies. 2757-2768 - Xiaofeng Chen, Qiankun Song, Zhongshan Li, Zhenjiang Zhao, Yurong Liu:
Stability Analysis of Continuous-Time and Discrete-Time Quaternion-Valued Neural Networks With Linear Threshold Neurons. 2769-2781 - Qing Tao, Gao-wei Wu, Dejun Chu:
Improving Sparsity and Scalability in Regularized Nonconvex Truncated-Loss Learning Problems. 2782-2793 - Wentao Guo, Jennie Si, Feng Liu, Shengwei Mei:
Policy Approximation in Policy Iteration Approximate Dynamic Programming for Discrete-Time Nonlinear Systems. 2794-2807 - Di-Hua Zhai, Yuanqing Xia:
Multilateral Telecoordinated Control of Multiple Robots With Uncertain Kinematics. 2808-2822 - Zhao-Rong Lai, Dao-Qing Dai, Chuan-Xian Ren, Ke-Kun Huang:
A Peak Price Tracking-Based Learning System for Portfolio Selection. 2823-2832 - Marian B. Gorzalczany, Filip Rudzinski:
Generalized Self-Organizing Maps for Automatic Determination of the Number of Clusters and Their Multiprototypes in Cluster Analysis. 2833-2845 - Vignesh Narayanan, Sarangapani Jagannathan:
Event-Triggered Distributed Approximate Optimal State and Output Control of Affine Nonlinear Interconnected Systems. 2846-2856 - Xuesong Zhang, Yan Zhuang, Wei Wang, Witold Pedrycz:
Online Feature Transformation Learning for Cross-Domain Object Category Recognition. 2857-2871 - Weiwei Shi, Yihong Gong, Xiaoyu Tao, Jinjun Wang, Nanning Zheng:
Improving CNN Performance Accuracies With Min-Max Objective. 2872-2885 - Cristiano Cervellera, Danilo Macciò:
Distribution-Preserving Stratified Sampling for Learning Problems. 2886-2895 - Weiwei Shi, Yihong Gong, Xiaoyu Tao, Nanning Zheng:
Training DCNN by Combining Max-Margin, Max-Correlation Objectives, and Correntropy Loss for Multilabel Image Classification. 2896-2908 - Xinjiang Lu, Wenbo Liu, Chuang Zhou, Minghui Huang:
Robust Least-Squares Support Vector Machine With Minimization of Mean and Variance of Modeling Error. 2909-2920 - Zhigang Ma, Xiaojun Chang, Zhongwen Xu, Nicu Sebe, Alexander G. Hauptmann:
Joint Attributes and Event Analysis for Multimedia Event Detection. 2921-2930 - Liying Zhu, Zhengrong Xiang:
Aggregation Analysis for Competitive Multiagent Systems With Saddle Points via Switching Strategies. 2931-2943 - Yue-Jiao Gong, Jun Zhang, Yicong Zhou:
Learning Multimodal Parameters: A Bare-Bones Niching Differential Evolution Approach. 2944-2959 - Yang Li, Wei-Gang Cui, Yuzhu Guo, Tingwen Huang, Xiao-Feng Yang, Hua-Liang Wei:
Time-Varying System Identification Using an Ultra-Orthogonal Forward Regression and Multiwavelet Basis Functions With Applications to EEG. 2960-2972 - Luke B. Godfrey, Michael S. Gashler:
Neural Decomposition of Time-Series Data for Effective Generalization. 2973-2985 - Changzhong Wang, Qinghua Hu, Xizhao Wang, Degang Chen, Yuhua Qian, Zhe Dong:
Feature Selection Based on Neighborhood Discrimination Index. 2986-2999 - Peng Liu, Zhigang Zeng, Jun Wang:
Multistability of Recurrent Neural Networks With Nonmonotonic Activation Functions and Unbounded Time-Varying Delays. 3000-3010 - Ali Heydari:
Optimal Triggering of Networked Control Systems. 3011-3021 - Chengwei Wu, Jianxing Liu, Yongyang Xiong, Ligang Wu:
Observer-Based Adaptive Fault-Tolerant Tracking Control of Nonlinear Nonstrict-Feedback Systems. 3022-3033 - Feihu Huang, Songcan Chen, Sheng-Jun Huang:
Joint Estimation of Multiple Conditional Gaussian Graphical Models. 3034-3046 - Tingting Yu, Jianxing Liu, Yi Zeng, Xian Zhang, Qingshuang Zeng, Ligang Wu:
Stability Analysis of Genetic Regulatory Networks With Switching Parameters and Time Delays. 3047-3058 - Yongming Li, Shaocheng Tong:
Adaptive Neural Networks Prescribed Performance Control Design for Switched Interconnected Uncertain Nonlinear Systems. 3059-3068 - Zhi Xiao, Zhe Luo, Bo Zhong, Xin Dang:
Robust and Efficient Boosting Method Using the Conditional Risk. 3069-3083 - Chao Du, Jun Zhu, Bo Zhang:
Learning Deep Generative Models With Doubly Stochastic Gradient MCMC. 3084-3096 - Ying Lu, Liming Chen, Alexandre Saidi, Emmanuel Dellandréa, Yunhong Wang:
Discriminative Transfer Learning Using Similarities and Dissimilarities. 3097-3110 - Zheng Zhang, Yong Xu, Ling Shao, Jian Yang:
Discriminative Block-Diagonal Representation Learning for Image Recognition. 3111-3125 - Sumit Bam Shrestha, Qing Song:
Robustness to Training Disturbances in SpikeProp Learning. 3126-3139 - Dong Wang, Xiaoyang Tan:
Bayesian Neighborhood Component Analysis. 3140-3151 - Lei Liu, Jinde Cao, Cheng Qian:
pth Moment Exponential Input-to-State Stability of Delayed Recurrent Neural Networks With Markovian Switching via Vector Lyapunov Function. 3152-3163 - Yujuan Wang, Yongduan Song, Wei Ren:
Distributed Adaptive Finite-Time Approach for Formation-Containment Control of Networked Nonlinear Systems Under Directed Topology. 3164-3175 - Xichuan Zhou, Shengli Li, Fang Tang, Shengdong Hu, Zhi Lin, Lei Zhang:
DANoC: An Efficient Algorithm and Hardware Codesign of Deep Neural Networks on Chip. 3176-3187 - Furui Liu, Lai-Wan Chan:
Causal Inference on Multidimensional Data Using Free Probability Theory. 3188-3198 - Siamak Mehrkanoon, Johan A. K. Suykens:
Regularized Semipaired Kernel CCA for Domain Adaptation. 3199-3213 - Xuelong Li, Kang Liu, Yongsheng Dong, Dacheng Tao:
Patch Alignment Manifold Matting. 3214-3226 - Hesham Mostafa:
Supervised Learning Based on Temporal Coding in Spiking Neural Networks. 3227-3235 - Jia Wu, Shirui Pan, Xingquan Zhu, Chengqi Zhang, Philip S. Yu:
Multiple Structure-View Learning for Graph Classification. 3236-3251 - Yuguang Yan, Qingyao Wu, Mingkui Tan, Michael K. Ng, Huaqing Min, Ivor W. Tsang:
Online Heterogeneous Transfer by Hedge Ensemble of Offline and Online Decisions. 3252-3263 - Fangfei Li, Huaicheng Yan, Hamid Reza Karimi:
Single-Input Pinning Controller Design for Reachability of Boolean Networks. 3264-3269 - Giovanni Da San Martino, Nicolò Navarin, Alessandro Sperduti:
Tree-Based Kernel for Graphs With Continuous Attributes. 3270-3276 - Jiaming Zhu, Zhiqiang Cao, Tianping Zhang, Yuequan Yang, Yang Yi:
Sufficient Condition for the Existence of the Compact Set in the RBF Neural Network Control. 3277-3282 - Rongjian Liu, Jianquan Lu, Yang Liu, Jinde Cao, Zheng-Guang Wu:
Delayed Feedback Control for Stabilization of Boolean Control Networks With State Delay. 3283-3288 - Wei Luo, Jun Li, Jian Yang, Wei Xu, Jian Zhang:
Convolutional Sparse Autoencoders for Image Classification. 3289-3294 - Xu Yang, Hong Qiao, Zhi-Yong Liu:
An Algorithm for Finding the Most Similar Given Sized Subgraphs in Two Weighted Graphs. 3295-3300 - Yang Liu, Jinde Cao, Bowen Li, Jianquan Lu:
Normalization and Solvability of Dynamic-Algebraic Boolean Networks. 3301-3306
Volume 29, Number 8, August 2018
- Hong Jia, Yiu-Ming Cheung:
Subspace Clustering of Categorical and Numerical Data With an Unknown Number of Clusters. 3308-3325 - Jin-Liang Wang, Huai-Ning Wu, Tingwen Huang, Shun-Yan Ren, Jigang Wu, Xiao-Xiao Zhang:
Analysis and Control of Output Synchronization in Directed and Undirected Complex Dynamical Networks. 3326-3338 - Jilie Zhang, Huaguang Zhang, Tao Feng:
Distributed Optimal Consensus Control for Nonlinear Multiagent System With Unknown Dynamic. 3339-3348 - Tingfang Wu, Andrei Paun, Zhiqiang Zhang, Linqiang Pan:
Spiking Neural P Systems With Polarizations. 3349-3360 - Murillo Guimarães Carneiro, Liang Zhao:
Organizational Data Classification Based on the Importance Concept of Complex Networks. 3361-3373 - Antti Airola, Tapio Pahikkala:
Fast Kronecker Product Kernel Methods via Generalized Vec Trick. 3374-3387 - Zhao Zhang, Fanzhang Li, Lei Jia, Jie Qin, Li Zhang, Shuicheng Yan:
Robust Adaptive Embedded Label Propagation With Weight Learning for Inductive Classification. 3388-3403 - Mengqi Xue, Yang Tang, Ligang Wu, Feng Qian:
Model Approximation for Switched Genetic Regulatory Networks. 3404-3417 - Zhenkun Huang, Honghua Bin, Jinde Cao, Boyu Wang:
Synchronizing Neural Networks With Proportional Delays Based on a Class of q-Type Allowable Time Scales. 3418-3428 - Nikolaos Passalis, Anastasios Tefas:
Dimensionality Reduction Using Similarity-Induced Embeddings. 3429-3441 - Chunjie Zhang, Jian Cheng, Qi Tian:
Structured Weak Semantic Space Construction for Visual Categorization. 3442-3451 - Wei Huang, Sung-Kwun Oh, Witold Pedrycz:
Hybrid Fuzzy Wavelet Neural Networks Architecture Based on Polynomial Neural Networks and Fuzzy Set/Relation Inference-Based Wavelet Neurons. 3452-3462 - Jingjing Tang, Yingjie Tian, Peng Zhang, Xiaohui Liu:
Multiview Privileged Support Vector Machines. 3463-3477 - Kai Zhao, Yongduan Song, Tiedong Ma, Liu He:
Prescribed Performance Control of Uncertain Euler-Lagrange Systems Subject to Full-State Constraints. 3478-3489 - Yi Wang, Zhongjun Ma, Guanrong Chen:
Avoiding Congestion in Cluster Consensus of the Second-Order Nonlinear Multiagent Systems. 3490-3498 - Iván Salgado, Isaac Chairez:
Adaptive Unknown Input Estimation by Sliding Modes and Differential Neural Network Observer. 3499-3509 - Yisen Wang, Shu-Tao Xia, Qingtao Tang, Jia Wu, Xingquan Zhu:
A Novel Consistent Random Forest Framework: Bernoulli Random Forests. 3510-3523 - Kun Song, Feiping Nie, Junwei Han, Xuelong Li:
Rank-k 2-D Multinomial Logistic Regression for Matrix Data Classification. 3524-3537 - Hamed Rezaee, Farzaneh Abdollahi:
Adaptive Consensus Control of Nonlinear Multiagent Systems With Unknown Control Directions Under Stochastic Topologies. 3538-3547 - Zhiquan Qi, Fan Meng, Yingjie Tian, Lingfeng Niu, Yong Shi, Peng Zhang:
Adaboost-LLP: A Boosting Method for Learning With Label Proportions. 3548-3559 - Oyebade K. Oyedotun, Adnan Khashman:
Prototype-Incorporated Emotional Neural Network. 3560-3572 - Salman H. Khan, Munawar Hayat, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri:
Cost-Sensitive Learning of Deep Feature Representations From Imbalanced Data. 3573-3587 - Huaicheng Yan, Hao Zhang, Fuwen Yang, Xisheng Zhan, Chen Peng:
Event-Triggered Asynchronous Guaranteed Cost Control for Markov Jump Discrete-Time Neural Networks With Distributed Delay and Channel Fading. 3588-3598 - Wei Zhu, Dandan Wang, Lu Liu, Gang Feng:
Event-Based Impulsive Control of Continuous-Time Dynamic Systems and Its Application to Synchronization of Memristive Neural Networks. 3599-3609 - Fa Zhu, Junbin Gao, Chunyan Xu, Jian Yang, Dacheng Tao:
On Selecting Effective Patterns for Fast Support Vector Regression Training. 3610-3622 - Ruichu Cai, Zhenjie Zhang, Zhifeng Hao, Marianne Winslett:
Sophisticated Merging Over Random Partitions: A Scalable and Robust Causal Discovery Approach. 3623-3635 - Garrett E. Katz, James A. Reggia:
Using Directional Fibers to Locate Fixed Points of Recurrent Neural Networks. 3636-3646 - Shuyuan Yang, Kai Zhang, Min Wang:
Learning Low-Rank Decomposition for Pan-Sharpening With Spatial-Spectral Offsets. 3647-3657 - Huanqing Wang, Peter Xiaoping Liu, Shuai Li, Ding Wang:
Adaptive Neural Output-Feedback Control for a Class of Nonlower Triangular Nonlinear Systems With Unmodeled Dynamics. 3658-3668 - Behzad Talaei, Sarangapani Jagannathan, John R. Singler:
Boundary Control of 2-D Burgers' PDE: An Adaptive Dynamic Programming Approach. 3669-3681 - Wengui Yang, Wenwu Yu, Jinde Cao:
Global Exponential Stability of Impulsive Fuzzy High-Order BAM Neural Networks With Continuously Distributed Delays. 3682-3700 - Xibin Zhao, Nan Wang, Yubo Zhang, Shaoyi Du, Yue Gao, Jiaguang Sun:
Beyond Pairwise Matching: Person Reidentification via High-Order Relevance Learning. 3701-3714 - Bingbing Ni, Teng Li, Xiaokang Yang:
Learning Semantic-Aligned Action Representation. 3715-3725 - Hongjian Liu, Zidong Wang, Bo Shen, Xiaohui Liu:
Event-Triggered H∞ State Estimation for Delayed Stochastic Memristive Neural Networks With Missing Measurements: The Discrete Time Case. 3726-3737 - Eder Santana, Matthew S. Emigh, Pablo Zegers, José C. Príncipe:
Exploiting Spatio-Temporal Structure With Recurrent Winner-Take-All Networks. 3738-3746 - Ning Wang, Jing-Chao Sun, Min Han, Zhongjiu Zheng, Meng Joo Er:
Adaptive Approximation-Based Regulation Control for a Class of Uncertain Nonlinear Systems Without Feedback Linearizability. 3747-3760 - Wanli Zhang, Xinsong Yang, Chen Xu, Jianwen Feng, Chuandong Li:
Finite-Time Synchronization of Discontinuous Neural Networks With Delays and Mismatched Parameters. 3761-3771 - Tolga Ergen, Suleyman Serdar Kozat:
Efficient Online Learning Algorithms Based on LSTM Neural Networks. 3772-3783 - Andrea Dal Pozzolo, Giacomo Boracchi, Olivier Caelen, Cesare Alippi, Gianluca Bontempi:
Credit Card Fraud Detection: A Realistic Modeling and a Novel Learning Strategy. 3784-3797 - Zhao Zhang, Weiming Jiang, Jie Qin, Li Zhang, Fanzhang Li, Min Zhang, Shuicheng Yan:
Jointly Learning Structured Analysis Discriminative Dictionary and Analysis Multiclass Classifier. 3798-3814 - Dongshu Wang, Lihong Huang, Longkun Tang:
Dissipativity and Synchronization of Generalized BAM Neural Networks With Multivariate Discontinuous Activations. 3815-3827 - Bo-Hao Chen, Shih-Chia Huang, Chian-Ying Li, Sy-Yen Kuo:
Haze Removal Using Radial Basis Function Networks for Visibility Restoration Applications. 3828-3838 - Bin Xu, Daipeng Yang, Zhongke Shi, Yongping Pan, Badong Chen, Fuchun Sun:
Online Recorded Data-Based Composite Neural Control of Strict-Feedback Systems With Application to Hypersonic Flight Dynamics. 3839-3849 - Guoxing Wen, Shuzhi Sam Ge, Fangwen Tu:
Optimized Backstepping for Tracking Control of Strict-Feedback Systems. 3850-3862 - Carlos M. Alaíz, Michaël Fanuel, Johan A. K. Suykens:
Convex Formulation for Kernel PCA and Its Use in Semisupervised Learning. 3863-3869 - Hao Wang, Ruibin Feng, Zi-Fa Han, Chi-Sing Leung:
ADMM-Based Algorithm for Training Fault Tolerant RBF Networks and Selecting Centers. 3870-3878 - Zi-Fa Han, Chi Sing Leung, Hing-Cheung So, Anthony G. Constantinides:
Augmented Lagrange Programming Neural Network for Localization Using Time-Difference-of-Arrival Measurements. 3879-3884 - Deyuan Meng, Jingyao Zhang:
Deterministic Convergence for Learning Control Systems Over Iteration-Dependent Tracking Intervals. 3885-3892 - Min Meng, James Lam, Jun-e Feng, Kie Chung Cheung:
Stability and Guaranteed Cost Analysis of Time-Triggered Boolean Networks. 3893-3899 - Oscar Fontenla-Romero, Beatriz Pérez-Sánchez, Bertha Guijarro-Berdiñas:
LANN-SVD: A Non-Iterative SVD-Based Learning Algorithm for One-Layer Neural Networks. 3900-3905 - Yurong Liu, Zidong Wang, Yuan Yuan, Fuad E. Alsaadi:
Partial-Nodes-Based State Estimation for Complex Networks With Unbounded Distributed Delays. 3906-3912 - Rui Zhang, Feiping Nie, Xuelong Li:
Self-Weighted Supervised Discriminative Feature Selection. 3913-3918 - Shuyuan Yang, Min Wang, Zhixi Feng, Zhi Liu, Rundong Li:
Deep Sparse Tensor Filtering Network for Synthetic Aperture Radar Images Classification. 3919-3924
Volume 29, Number 9, September 2018
- Xu Shen, Xinmei Tian, Tongliang Liu, Fang Xu, Dacheng Tao:
Continuous Dropout. 3926-3937 - Xin Chen, Jian Weng, Wei Lu, Jiaming Xu, Jiasi Weng:
Deep Manifold Learning Combined With Convolutional Neural Networks for Action Recognition. 3938-3952 - Ava Bargi, Richard Yi Da Xu, Massimo Piccardi:
AdOn HDP-HMM: An Adaptive Online Model for Segmentation and Classification of Sequential Data. 3953-3968 - Babajide O. Ayinde, Jacek M. Zurada:
Deep Learning of Constrained Autoencoders for Enhanced Understanding of Data. 3969-3979 - Olga Isupova, Danil Kuzin, Lyudmila Mihaylova:
Learning Methods for Dynamic Topic Modeling in Automated Behavior Analysis. 3980-3993 - Nico Görnitz, Luiz Alberto Lima, Klaus-Robert Müller, Marius Kloft, Shinichi Nakajima:
Support Vector Data Descriptions and k-Means Clustering: One Class? 3994-4006 - Ping Zhou, Dongwei Guo, Hong Wang, Tianyou Chai:
Data-Driven Robust M-LS-SVR-Based NARX Modeling for Estimation and Control of Molten Iron Quality Indices in Blast Furnace Ironmaking. 4007-4021 - Chia-Hsiang Lin, Chong-Yung Chi, Lulu Chen, David J. Miller, Yue Wang:
Detection of Sources in Non-Negative Blind Source Separation by Minimum Description Length Criterion. 4022-4037 - Naveed Akhtar, Ajmal S. Mian:
Nonparametric Coupled Bayesian Dictionary and Classifier Learning for Hyperspectral Classification. 4038-4050 - Yong Luo, Yonggang Wen, Dacheng Tao:
Heterogeneous Multitask Metric Learning Across Multiple Domains. 4051-4064 - Josey Mathew, Chee Khiang Pang, Ming Luo, Weng Hoe Leong:
Classification of Imbalanced Data by Oversampling in Kernel Space of Support Vector Machines. 4065-4076 - Chao Shi, Zongcheng Liu, Xinmin Dong, Yong Chen:
A Novel Error-Compensation Control for a Class of High-Order Nonlinear Systems With Input Delay. 4077-4087 - Jiabei Zeng, Yang Liu, Biao Leng, Zhang Xiong, Yiu-ming Cheung:
Dimensionality Reduction in Multiple Ordinal Regression. 4088-4101 - Arash Gharehbaghi, Maria Lindén:
A Deep Machine Learning Method for Classifying Cyclic Time Series of Biological Signals Using Time-Growing Neural Network. 4102-4115 - Yunlong Yu, Zhong Ji, Jichang Guo, Yanwei Pang:
Transductive Zero-Shot Learning With Adaptive Structural Embedding. 4116-4127 - Sihan Xiong, Yiwei Fu, Asok Ray:
Bayesian Nonparametric Regression Modeling of Panel Data for Sequential Classification. 4128-4139 - David Xu, Andrew Clappison, Cameron Seth, Jeff Orchard:
Symmetric Predictive Estimator for Biologically Plausible Neural Learning. 4140-4151 - Qi Kang, Lei Shi, MengChu Zhou, XueSong Wang, Qidi Wu, Zhi Wei:
A Distance-Based Weighted Undersampling Scheme for Support Vector Machines and its Application to Imbalanced Classification. 4152-4165 - Luoqing Li, Weifu Li, Bin Zou, Yulong Wang, Yuan Yan Tang, Hua Han:
Learning With Coefficient-Based Regularized Regression on Markov Resampling. 4166-4176 - Guopeng Zhang, Massimo Piccardi, Ehsan Zare Borzeshi:
Sequential Labeling With Structural SVM Under Nondecomposable Losses. 4177-4188 - Yan Liu, Wenxue Li, Jiqiang Feng:
The Stability of Stochastic Coupled Systems With Time-Varying Coupling and General Topology Structure. 4189-4200 - Yang Liu, Dandan Zhang, Jungang Lou, Jianquan Lu, Jinde Cao:
Stability Analysis of Quaternion-Valued Neural Networks: Decomposition and Direct Approaches. 4201-4211 - John Sum, Chi-Sing Leung, Kevin I.-J. Ho:
On Wang k WTA With Input Noise, Output Node Stochastic, and Recurrent State Noise. 4212-4222 - Luis A. Camuñas-Mesa, Teresa Serrano-Gotarredona, Sio-Hoi Ieng, Ryad Benosman, Bernabé Linares-Barranco:
Event-Driven Stereo Visual Tracking Algorithm to Solve Object Occlusion. 4223-4237 - Tae H. Lee, Hieu Minh Trinh, Ju H. Park:
Stability Analysis of Neural Networks With Time-Varying Delay by Constructing Novel Lyapunov Functionals. 4238-4247 - Dongsheng Guo, Laicheng Yan, Zhuo-Yun Nie:
Design, Analysis, and Representation of Novel Five-Step DTZD Algorithm for Time-Varying Nonlinear Optimization. 4248-4260 - Bing Chen, Huaguang Zhang, Xiaoping Liu, Chong Lin:
Neural Observer and Adaptive Neural Control Design for a Class of Nonlinear Systems. 4261-4271 - Jinxing Li, Bob Zhang, David Zhang:
Shared Autoencoder Gaussian Process Latent Variable Model for Visual Classification. 4272-4286 - Nan Zheng, Pinaki Mazumder:
Online Supervised Learning for Hardware-Based Multilayer Spiking Neural Networks Through the Modulation of Weight-Dependent Spike-Timing-Dependent Plasticity. 4287-4302 - Xibin Cao, Peng Shi, Zhuoshi Li, Ming Liu:
Neural-Network-Based Adaptive Backstepping Control With Application to Spacecraft Attitude Regulation. 4303-4313 - Sheng Zhang, Wei Xing Zheng:
Recursive Adaptive Sparse Exponential Functional Link Neural Network for Nonlinear AEC in Impulsive Noise Environment. 4314-4323 - Xiaobo Shen, Weiwei Liu, Ivor W. Tsang, Quan-Sen Sun, Yew-Soon Ong:
Multilabel Prediction via Cross-View Search. 4324-4338 - Masoud Faraki, Mehrtash Tafazzoli Harandi, Fatih Porikli:
Large-Scale Metric Learning: A Voyage From Shallow to Deep. 4339-4346 - Ruohan Yang, Hao Zhang, Gang Feng, Huaicheng Yan:
Distributed Event-Triggered Adaptive Control for Cooperative Output Regulation of Heterogeneous Multiagent Systems Under Switching Topology. 4347-4358 - Yuan-Xin Li, Guang-Hong Yang:
Event-Based Adaptive NN Tracking Control of Nonlinear Discrete-Time Systems. 4359-4369 - Bin Hu, Zhi-Hong Guan, Tong-Hui Qian, Guanrong Chen:
Dynamic Analysis of Hybrid Impulsive Delayed Neural Networks With Uncertainties. 4370-4384 - Dechao Chen, Yunong Zhang:
Robust Zeroing Neural-Dynamics and Its Time-Varying Disturbances Suppression Model Applied to Mobile Robot Manipulators. 4385-4397 - Yanshan Xiao, Bo Liu, Zhifeng Hao:
Multiple-Instance Ordinal Regression. 4398-4413 - Yongduan Song, Shuyan Zhou:
Neuroadaptive Control With Given Performance Specifications for MIMO Strict-Feedback Systems Under Nonsmooth Actuation and Output Constraints. 4414-4425 - Francesco Bagattini, Paola Cappanera, Fabio Schoen:
Lagrangean-Based Combinatorial Optimization for Large-Scale S3VMs. 4426-4435 - Ding Zhai, Liwei An, Xiao-Jian Li, Qingling Zhang:
Adaptive Fault-Tolerant Control for Nonlinear Systems With Multiple Sensor Faults and Unknown Control Directions. 4436-4446 - Kexin Liu, Jinhu Lu, Zongli Lin:
Design of Distributed Observers in the Presence of Arbitrarily Large Communication Delays. 4447-4461 - Bin Gu, Victor S. Sheng:
A Solution Path Algorithm for General Parametric Quadratic Programming Problem. 4462-4472 - Kaan Gökcesu, Suleyman Serdar Kozat:
Online Density Estimation of Nonstationary Sources Using Exponential Family of Distributions. 4473-4478 - Chunjie Zhang, Jian Cheng, Changsheng Li, Qi Tian:
Image-Specific Classification With Local and Global Discriminations. 4479-4486 - Xian-Ming Zhang, Wen-Juan Lin, Qing-Long Han, Yong He, Min Wu:
Global Asymptotic Stability for Delayed Neural Networks Using an Integral Inequality Based on Nonorthogonal Polynomials. 4487-4493 - Qiaolin Ye, Henghao Zhao, Zechao Li, Xubing Yang, Shangbing Gao, Tongming Yin, Ning Ye:
L1-Norm Distance Minimization-Based Fast Robust Twin Support Vector k-Plane Clustering. 4494-4503 - Gregory Ditzler, Joseph LaBarck, James Ritchie, Gail Rosen, Robi Polikar:
Extensions to Online Feature Selection Using Bagging and Boosting. 4504-4509 - Johan Bjurgert, Patricio E. Valenzuela, Cristian R. Rojas:
On Adaptive Boosting for System Identification. 4510-4514 - Mojtaba Nayyeri, Hadi Sadoghi Yazdi, Alaleh Maskooki, Modjtaba Rouhani:
Universal Approximation by Using the Correntropy Objective Function. 4515-4521 - Ali Heydari:
Stability Analysis of Optimal Adaptive Control Under Value Iteration Using a Stabilizing Initial Policy. 4522-4527 - Chunjie Zhang, Jian Cheng, Liang Li, Changsheng Li, Qi Tian:
Object Categorization Using Class-Specific Representations. 4528-4534 - Zhichen Li, Yan Bai, Congzhi Huang, Huaicheng Yan, Shicai Mu:
Improved Stability Analysis for Delayed Neural Networks. 4535-4541 - Sung Jin Yoo:
Connectivity-Preserving Consensus Tracking of Uncertain Nonlinear Strict-Feedback Multiagent Systems: An Error Transformation Approach. 4542-4548
Volume 29, Number 10, October 2018
- Fuyong Xing, Yuanpu Xie, Hai Su, Fujun Liu, Lin Yang:
Deep Learning in Microscopy Image Analysis: A Survey. 4550-4568 - Usue Mori, Alexander Mendiburu, Sanjoy Dasgupta, José Antonio Lozano:
Early Classification of Time Series by Simultaneously Optimizing the Accuracy and Earliness. 4569-4578 - Fujiao Ju, Yanfeng Sun, Junbin Gao, Yongli Hu, Baocai Yin:
Vectorial Dimension Reduction for Tensors Based on Bayesian Inference. 4579-4592 - Fuyuan Cao, Joshua Zhexue Huang, Jiye Liang, Xingwang Zhao, Yinfeng Meng, Kai Feng, Yuhua Qian:
An Algorithm for Clustering Categorical Data With Set-Valued Features. 4593-4606 - Yi Jiang, Jialu Fan, Tianyou Chai, Frank L. Lewis, Jinna Li:
Tracking Control for Linear Discrete-Time Networked Control Systems With Unknown Dynamics and Dropout. 4607-4620 - Zhongming Chen, Kim Batselier, Johan A. K. Suykens, Ngai Wong:
Parallelized Tensor Train Learning of Polynomial Classifiers. 4621-4632 - Hong Yu, Zheng-Hua Tan, Zhanyu Ma, Rainer Martin, Jun Guo:
Spoofing Detection in Automatic Speaker Verification Systems Using DNN Classifiers and Dynamic Acoustic Features. 4633-4644 - Zheng Zhang, Ling Shao, Yong Xu, Li Liu, Jian Yang:
Marginal Representation Learning With Graph Structure Self-Adaptation. 4645-4659 - Luca Oneto, Nicolò Navarin, Michele Donini, Sandro Ridella, Alessandro Sperduti, Fabio Aiolli, Davide Anguita:
Learning With Kernels: A Local Rademacher Complexity-Based Analysis With Application to Graph Kernels. 4660-4671 - Xu-Guang Li, Jun-Xiu Chen, Yingwei Zhang:
Complete Stability Analysis With Respect to Delay for Neural Networks. 4672-4682 - Yahui Zhang, Jinwu Gao, Tielong Shen:
Probabilistic Guaranteed Gradient Learning-Based Spark Advance Self-Optimizing Control for Spark-Ignited Engines. 4683-4693 - Somayeh Mosleh, Lingjia Liu, Cenk Sahin, Yahong Rosa Zheng, Yang Yi:
Brain-Inspired Wireless Communications: Where Reservoir Computing Meets MIMO-OFDM. 4694-4708 - Sangdi Lin, George C. Runger:
GCRNN: Group-Constrained Convolutional Recurrent Neural Network. 4709-4718 - Cheng-Hung Chen, Chong-Bin Liu:
Reinforcement Learning-Based Differential Evolution With Cooperative Coevolution for a Compensatory Neuro-Fuzzy Controller. 4719-4729 - Jian Cheng, Jiaxiang Wu, Cong Leng, Yuhang Wang, Qinghao Hu:
Quantized CNN: A Unified Approach to Accelerate and Compress Convolutional Networks. 4730-4743 - Qiquan Shi, Haiping Lu, Yiu-Ming Cheung:
Rank-One Matrix Completion With Automatic Rank Estimation via L1-Norm Regularization. 4744-4757 - Juntang Yu, Shuning Wang, Li Li:
Incremental Design of Simplex Basis Function Model for Dynamic System Identification. 4758-4768 - Bo Ma, Hongwei Hu, Jianbing Shen, Yuping Zhang, Ling Shao, Fatih Porikli:
Robust Object Tracking by Nonlinear Learning. 4769-4781 - Farnood Merrikh-Bayat, Xinjie Guo, Michael Klachko, Mirko Prezioso, Konstantin K. Likharev, Dmitri B. Strukov:
High-Performance Mixed-Signal Neurocomputing With Nanoscale Floating-Gate Memory Cell Arrays. 4782-4790 - Shuai Li, MengChu Zhou, Xin Luo:
Modified Primal-Dual Neural Networks for Motion Control of Redundant Manipulators With Dynamic Rejection of Harmonic Noises. 4791-4801 - Shuo Wang, Leandro L. Minku, Xin Yao:
A Systematic Study of Online Class Imbalance Learning With Concept Drift. 4802-4821 - Yu Sun, Ke Tang, Zexuan Zhu, Xin Yao:
Concept Drift Adaptation by Exploiting Historical Knowledge. 4822-4832 - Yang Wang, Lin Wu, Xuemin Lin, Junbin Gao:
Multiview Spectral Clustering via Structured Low-Rank Matrix Factorization. 4833-4843 - Jing Huo, Yang Gao, Yinghuan Shi, Hujun Yin:
Cross-Modal Metric Learning for AUC Optimization. 4844-4856 - Chanjuan Liu, Enqiang Zhu, Qiang Zhang, Xiaopeng Wei:
Modeling of Agent Cognition in Extensive Games via Artificial Neural Networks. 4857-4868 - Yingbin Gao, Xiangyu Kong, Zhengxin Zhang, Li'an Hou:
An Adaptive Self-Stabilizing Algorithm for Minor Generalized Eigenvector Extraction and Its Convergence Analysis. 4869-4881 - Chao Yao, Junwei Han, Feiping Nie, Fu Xiao, Xuelong Li:
Local Regression and Global Information-Embedded Dimension Reduction. 4882-4893 - Di Wu, Jinwen Ma:
A Two-Layer Mixture Model of Gaussian Process Functional Regressions and Its MCMC EM Algorithm. 4894-4904 - Mahbubul Alam, Lasitha Vidyaratne, Khan M. Iftekharuddin:
Sparse Simultaneous Recurrent Deep Learning for Robust Facial Expression Recognition. 4905-4916 - Dongshu Wang, Yihai Duan, Juyang Weng:
Motivated Optimal Developmental Learning for Sequential Tasks Without Using Rigid Time-Discounts. 4917-4931 - Davide Bacciu, Alessio Micheli, Alessandro Sperduti:
Generative Kernels for Tree-Structured Data. 4932-4946 - Simone Scardapane, Paolo Di Lorenzo:
Stochastic Training of Neural Networks via Successive Convex Approximations. 4947-4956 - Jia Cai, Xiaolin Huang:
Modified Sparse Linear-Discriminant Analysis via Nonconvex Penalties. 4957-4966 - Yong Shi, Jianyu Miao, Zhengyu Wang, Peng Zhang, Lingfeng Niu:
Feature Selection With ℓ2, 1-2 Regularization. 4967-4982 - Yuhang Liu, Wenyong Dong, Mengchu Zhou:
Frame-Based Variational Bayesian Learning for Independent or Dependent Source Separation. 4983-4996 - Yina Han, Yixin Yang, Xuelong Li, Qingyu Liu, Yuanliang Ma:
Matrix-Regularized Multiple Kernel Learning via (r, ~p) Norms. 4997-5007 - Daqing Chang, Ming Lin, Changshui Zhang:
On the Generalization Ability of Online Gradient Descent Algorithm Under the Quadratic Growth Condition. 5008-5019 - Dan Zhang, Peng Shi, Li Yu:
Containment Control of Linear Multiagent Systems With Aperiodic Sampling and Measurement Size Reduction. 5020-5029 - Gregory Cohen, Saeed Afshar, Garrick Orchard, Jonathan Tapson, Ryad Benosman, André van Schaik:
Spatial and Temporal Downsampling in Event-Based Visual Classification. 5030-5044 - Sanbo Ding, Zhanshan Wang, Huaguang Zhang:
Event-Triggered Stabilization of Neural Networks With Time-Varying Switching Gains and Input Saturation. 5045-5056 - Zahra Ghafoori, Sarah M. Erfani, Sutharshan Rajasegarar, James C. Bezdek, Shanika Karunasekera, Christopher Leckie:
Efficient Unsupervised Parameter Estimation for One-Class Support Vector Machines. 5057-5070 - Xuebo Yang, Xiaolong Zheng, Huijun Gao:
SGD-Based Adaptive NN Control Design for Uncertain Nonlinear Systems. 5071-5083 - Mayer E. Aladjem, Itamar Israeli-Ran, Maria Bortman:
Sequential Independent Component Analysis Density Estimation. 5084-5097 - Vasileios G. Ntinas, Ioannis Vourkas, Angel Abusleme, Georgios Ch. Sirakoulis, Antonio Rubio:
Experimental Study of Artificial Neural Networks Using a Digital Memristor Simulator. 5098-5110 - Zheng-Guang Wu, Zhaowen Xu, Peng Shi, Michael Z. Q. Chen, Hongye Su:
Nonfragile State Estimation of Quantized Complex Networks With Switching Topologies. 5111-5121 - Nadia Mammone, Cosimo Ieracitano, Hojjat Adeli, Alessia Bramanti, Francesco Carlo Morabito:
Permutation Jaccard Distance-Based Hierarchical Clustering to Estimate EEG Network Density Modifications in MCI Subjects. 5122-5135 - Bo Han, Ivor W. Tsang, Ling Chen, Celina Ping Yu, Sai-Fu Fung:
Progressive Stochastic Learning for Noisy Labels. 5136-5148 - Yong Xu, Chang Liu, Renquan Lu, Chun-Yi Su:
Remote Estimator Design for Time-Delay Neural Networks Using Communication State Information. 5149-5158 - Tolga Ergen, Suleyman Serdar Kozat:
Online Training of LSTM Networks in Distributed Systems for Variable Length Data Sequences. 5159-5165 - Nurali Virani, Shashi Phoha, Asok Ray:
Learning From Multiple Imperfect Instructors in Sensor Networks. 5166-5172
Volume 29, Number 11, November 2018
- Zhaoyang Yang, Kathryn E. Merrick, Lianwen Jin, Hussein A. Abbass:
Hierarchical Deep Reinforcement Learning for Continuous Action Control. 5174-5184 - Xiaohe Wu, Wangmeng Zuo, Liang Lin, Wei Jia, David Zhang:
F-SVM: Combination of Feature Transformation and SVM Learning via Convex Relaxation. 5185-5199 - Xiaocheng Shi, Cheng-Chew Lim, Peng Shi, Shengyuan Xu:
Adaptive Neural Dynamic Surface Control for Nonstrict-Feedback Systems With Output Dead Zone. 5200-5213 - Changyin Sun, Hejia Gao, Wei He, Yao Yu:
Fuzzy Neural Network Control of a Flexible Robotic Manipulator Using Assumed Mode Method. 5214-5227 - Xiaozhao Fang, Na Han, Jigang Wu, Yong Xu, Jian Yang, Wai Keung Wong, Xuelong Li:
Approximate Low-Rank Projection Learning for Feature Extraction. 5228-5241 - Lei Zhang, Zhang Yi, Shun-ichi Amari:
Theoretical Study of Oscillator Neurons in Recurrent Neural Networks. 5242-5248 - Neelava Sengupta, Carolyn B. McNabb, Nikola K. Kasabov, Bruce Russell:
Integrating Space, Time, and Orientation in Spiking Neural Networks: A Case Study on Multimodal Brain Data Modeling. 5249-5263 - Lei Zhu, Zi Huang, Zhihui Li, Liang Xie, Heng Tao Shen:
Exploring Auxiliary Context: Discrete Semantic Transfer Hashing for Scalable Image Retrieval. 5264-5276 - Shiliang Zhang, Hui Cao, Shuo Yang, Yanbin Zhang, Xiali Hei:
Sequential Outlier Criterion for Sparsification of Online Adaptive Filtering. 5277-5291 - Erkun Yang, Cheng Deng, Chao Li, Wei Liu, Jie Li, Dacheng Tao:
Shared Predictive Cross-Modal Deep Quantization. 5292-5303 - Haijun Zhang, Shuang Wang, Xiaofei Xu, Tommy W. S. Chow, Q. M. Jonathan Wu:
Tree2Vector: Learning a Vectorial Representation for Tree-Structured Data. 5304-5318 - Xian-Ming Zhang, Qing-Long Han, Jun Wang:
Admissible Delay Upper Bounds for Global Asymptotic Stability of Neural Networks With Time-Varying Delays. 5319-5329 - Lei Luo, Jian Yang, Bob Zhang, Jielin Jiang, Heng Huang:
Nonparametric Bayesian Correlated Group Regression With Applications to Image Classification. 5330-5344 - Renwei Dian, Shutao Li, Anjing Guo, Leyuan Fang:
Deep Hyperspectral Image Sharpening. 5345-5355 - Dermot Kerr, Sonya A. Coleman, Thomas Martin McGinnity:
Biologically Inspired Intensity and Depth Image Edge Extraction. 5356-5365 - Huanhuan Chen, Bingbing Jiang, Xin Yao:
Semisupervised Negative Correlation Learning. 5366-5379 - Xiai Chen, Zhi Han, Yao Wang, Qian Zhao, Deyu Meng, Lin Lin, Yandong Tang:
A Generalized Model for Robust Tensor Factorization With Noise Modeling by Mixture of Gaussians. 5380-5393 - Aboozar Taherkhani, Ammar Belatreche, Yuhua Li, Liam P. Maguire:
A Supervised Learning Algorithm for Learning Precise Timing of Multiple Spikes in Multilayer Spiking Neural Networks. 5394-5407 - Yong-Li Xu, Xiao-Xing Li, Di-Rong Chen, Han-Xiong Li:
Learning Rates of Regularized Regression With Multiple Gaussian Kernels for Multi-Task Learning. 5408-5418 - Yinyan Zhang, Shuai Li:
A Neural Controller for Image-Based Visual Servoing of Manipulators With Physical Constraints. 5419-5429 - Qiankun Song, Xiaofeng Chen:
Multistability Analysis of Quaternion-Valued Neural Networks With Time Delays. 5430-5440 - Marco Bongini, Leonardo Rigutini, Edmondo Trentin:
Recursive Neural Networks for Density Estimation Over Generalized Random Graphs. 5441-5458 - Yunpeng Pan, George I. Boutselis, Evangelos A. Theodorou:
Efficient Reinforcement Learning via Probabilistic Trajectory Optimization. 5459-5474 - Enrique S. Marquez, Jonathon S. Hare, Mahesan Niranjan:
Deep Cascade Learning. 5475-5485 - Wei Liu, Jie Huang:
Event-Triggered Cooperative Global Robust Practical Output Regulation for Second-Order Uncertain Nonlinear Multiagent Systems. 5486-5498 - Rafael Boloix-Tortosa, Juan José Murillo-Fuentes, F. Javier Payan-Somet, Fernando Pérez-Cruz:
Complex Gaussian Processes for Regression. 5499-5511 - Rui Zhang, Quanyan Zhu:
A Game-Theoretic Approach to Design Secure and Resilient Distributed Support Vector Machines. 5512-5527 - Huan Song, Jayaraman J. Thiagarajan, Prasanna Sattigeri, Andreas Spanias:
Optimizing Kernel Machines Using Deep Learning. 5528-5540 - Qiyue Yin, Shu Wu, Liang Wang:
Multiview Clustering via Unified and View-Specific Embeddings Learning. 5541-5553 - Shuang Zhang, Yiting Dong, Yuncheng Ouyang, Zhao Yin, Kaixiang Peng:
Adaptive Neural Control for Robotic Manipulators With Output Constraints and Uncertainties. 5554-5564 - Kaan Gökcesu, Suleyman Serdar Kozat:
An Online Minimax Optimal Algorithm for Adversarial Multiarmed Bandit Problem. 5565-5580 - Sharon X. Lee, Kaleb L. Leemaqz, Geoffrey J. McLachlan:
A Block EM Algorithm for Multivariate Skew Normal and Skew $t$ -Mixture Models. 5581-5591 - Daniele Zambon, Cesare Alippi, Lorenzo Livi:
Concept Drift and Anomaly Detection in Graph Streams. 5592-5605 - He Huang, Tingwen Huang, Yang Cao:
Reduced-Order Filtering of Delayed Static Neural Networks With Markovian Jumping Parameters. 5606-5618 - Siavash Sakhavi, Cuntai Guan, Shuicheng Yan:
Learning Temporal Information for Brain-Computer Interface Using Convolutional Neural Networks. 5619-5629 - Yoshitatsu Matsuda, Kazunori Yamaguchi:
A Unifying Objective Function of Independent Component Analysis for Ordering Sources by Non-Gaussianity. 5630-5642 - Bingbing Jiang, Zhengyu Li, Huanhuan Chen, Anthony G. Cohn:
Latent Topic Text Representation Learning on Statistical Manifolds. 5643-5654 - Jing Liu, Yuhang Wang, Yong Li, Jun Fu, Jiangyun Li, Hanqing Lu:
Collaborative Deconvolutional Neural Networks for Joint Depth Estimation and Semantic Segmentation. 5655-5666 - Rodrigo G. F. Soares, Huanhuan Chen, Xin Yao:
Efficient Cluster-Based Boosting for Semisupervised Classification. 5667-5680 - Li Tang, Yan-Jun Liu, C. L. Philip Chen:
Adaptive Critic Design for Pure-Feedback Discrete-Time MIMO Systems Preceded by Unknown Backlashlike Hysteresis. 5681-5690 - Hailing Dong, Jiamu Zhou, Bingchang Wang, Mingqing Xiao:
Synchronization of Nonlinearly and Stochastically Coupled Markovian Switching Networks via Event-Triggered Sampling. 5691-5700 - Masoud Faraki, Mehrtash Tafazzoli Harandi, Fatih Porikli:
A Comprehensive Look at Coding Techniques on Riemannian Manifolds. 5701-5712 - Sankha Subhra Mullick, Shounak Datta, Swagatam Das:
Adaptive Learning-Based $k$ -Nearest Neighbor Classifiers With Resilience to Class Imbalance. 5713-5725 - Hong-xiang Hu, Guanghui Wen, Wenwu Yu, Qi Xuan, Guanrong Chen:
Swarming Behavior of Multiple Euler-Lagrange Systems With Cooperation-Competition Interactions: An Auxiliary System Approach. 5726-5737 - Man-Fai Leung, Jun Wang:
A Collaborative Neurodynamic Approach to Multiobjective Optimization. 5738-5748 - Quan Liu, Yanbo Wang, Bo Yuan:
Matrix Factorization From a Few Dominators. 5749-5755 - Jing-Jing Xiong, Guobao Zhang:
Improved Stability Criterion for Recurrent Neural Networks With Time-Varying Delays. 5756-5760 - Zhaofei Yu, Feng Chen, Fei Deng:
Unification of MAP Estimation and Marginal Inference in Recurrent Neural Networks. 5761-5766 - Binbin Qiu, Yunong Zhang, Zhi Yang:
New Discrete-Time ZNN Models for Least-Squares Solution of Dynamic Linear Equation System With Time-Varying Rank-Deficient Coefficient. 5767-5776 - Weiming Xiang, Hoang-Dung Tran, Taylor T. Johnson:
Output Reachable Set Estimation and Verification for Multilayer Neural Networks. 5777-5783 - Philipp Gysel, Jon J. Pimentel, Mohammad Motamedi, Soheil Ghiasi:
Ristretto: A Framework for Empirical Study of Resource-Efficient Inference in Convolutional Neural Networks. 5784-5789 - Wangyan Li, Guoliang Wei, Daniel W. C. Ho, Derui Ding:
A Weightedly Uniform Detectability for Sensor Networks. 5790-5796
Volume 29, Number 12, December 2018
- Onur Atan, Cem Tekin, Mihaela van der Schaar:
Global Bandits. 5798-5811 - Bing Li, Zidong Wang, Lifeng Ma:
An Event-Triggered Pinning Control Approach to Synchronization of Discrete-Time Stochastic Complex Dynamical Networks. 5812-5822 - Yajing Zheng, Shixin Li, Rui Yan, Huajin Tang, Kay Chen Tan:
Sparse Temporal Encoding of Visual Features for Robust Object Recognition by Spiking Neurons. 5823-5833 - Wei Zhao, Shulong Tan, Ziyu Guan, Boxuan Zhang, Maoguo Gong, Zhengwen Cao, Quan Wang:
Learning to Map Social Network Users by Unified Manifold Alignment on Hypergraph. 5834-5846 - Peter Ashwin, Claire M. Postlethwaite:
Sensitive Finite-State Computations Using a Distributed Network With a Noisy Network Attractor. 5847-5858 - Zahra Namadchian, Modjtaba Rouhani:
Adaptive Neural Tracking Control of Switched Stochastic Pure-Feedback Nonlinear Systems With Unknown Bouc-Wen Hysteresis Input. 5859-5869 - Tianyi Gao, Shen Yin, Huijun Gao, Xuebo Yang, Jianbin Qiu, Okyay Kaynak:
A Locally Weighted Project Regression Approach-Aided Nonlinear Constrained Tracking Control. 5870-5879 - Denis Kleyko, Abbas Rahimi, Dmitri A. Rachkovskij, Evgeny Osipov, Jan M. Rabaey:
Classification and Recall With Binary Hyperdimensional Computing: Tradeoffs in Choice of Density and Mapping Characteristics. 5880-5898 - Luntong Li, Dazi Li, Tianheng Song, Xin Xu:
Actor-Critic Learning Control Based on ℓ2-Regularized Temporal-Difference Prediction With Gradient Correction. 5899-5909 - Kun Fu, Jin Li, Junqi Jin, Changshui Zhang:
Image-Text Surgery: Efficient Concept Learning in Image Captioning by Generating Pseudopairs. 5910-5921 - Nimish Shah, Paragkumar Chaudhari, Kuruvilla Varghese:
Runtime Programmable and Memory Bandwidth Optimized FPGA-Based Coprocessor for Deep Convolutional Neural Network. 5922-5934 - Youshen Xia, Jun Wang:
Robust Regression Estimation Based on Low-Dimensional Recurrent Neural Networks. 5935-5946 - Zhou Yu, Jun Yu, Chenchao Xiang, Jianping Fan, Dacheng Tao:
Beyond Bilinear: Generalized Multimodal Factorized High-Order Pooling for Visual Question Answering. 5947-5959 - Yunhang Shen, Rongrong Ji, Changhu Wang, Xi Li, Xuelong Li:
Weakly Supervised Object Detection via Object-Specific Pixel Gradient. 5960-5970 - Ronghu Chi, Zhongsheng Hou, Shangtai Jin, Biao Huang:
Computationally Efficient Data-Driven Higher Order Optimal Iterative Learning Control. 5971-5980 - Renato J. Cintra, Stefan Duffner, Christophe Garcia, André Leite:
Low-Complexity Approximate Convolutional Neural Networks. 5981-5992 - Wei He, Zichen Yan, Yongkun Sun, Yongsheng Ou, Changyin Sun:
Neural-Learning-Based Control for a Constrained Robotic Manipulator With Flexible Joints. 5993-6003 - Ding Wang, Derong Liu:
Learning and Guaranteed Cost Control With Event-Based Adaptive Critic Implementation. 6004-6014 - Jianglong Yu, Xiwang Dong, Qingdong Li, Zhang Ren:
Practical Time-Varying Formation Tracking for Second-Order Nonlinear Multiagent Systems With Multiple Leaders Using Adaptive Neural Networks. 6015-6025 - Xiaoyan Cai, Junwei Han, Wenjie Li, Renxian Zhang, Shirui Pan, Libin Yang:
A Three-Layered Mutually Reinforced Model for Personalized Citation Recommendation. 6026-6037 - Guanbin Li, Yizhou Yu:
Contrast-Oriented Deep Neural Networks for Salient Object Detection. 6038-6051 - Oindrila Chatterjee, Shantanu Chakrabartty:
Decentralized Global Optimization Based on a Growth Transform Dynamical System Model. 6052-6061 - Xiaoxiao Lv, Xiaodi Li, Jinde Cao, Matjaz Perc:
Dynamical and Static Multisynchronization of Coupled Multistable Neural Networks via Impulsive Control. 6062-6072 - Zhihui Li, Feiping Nie, Xiaojun Chang, Liqiang Nie, Huaxiang Zhang, Yi Yang:
Rank-Constrained Spectral Clustering With Flexible Embedding. 6073-6082 - Dongyoon Han, Junmo Kim:
Unified Simultaneous Clustering and Feature Selection for Unlabeled and Labeled Data. 6083-6098 - Thibaut Durand, Nicolas Thome, Matthieu Cord:
SyMIL: MinMax Latent SVM for Weakly Labeled Data. 6099-6112 - Zhijun Li, Wang Yuan, Yao Chen, Fan Ke, Xiaoli Chu, C. L. Philip Chen:
Neural-Dynamic Optimization-Based Model Predictive Control for Tracking and Formation of Nonholonomic Multirobot Systems. 6113-6122 - Engin Cemal Menguc, Nurettin Acir:
Kurtosis-Based CRTRL Algorithms for Fully Connected Recurrent Neural Networks. 6123-6131 - Alexander D. Rast, Samantha V. Adams, Simon Davidson, Sergio Davies, Michael Hopkins, Andrew Rowley, Alan Barry Stokes, Thomas Wennekers, Steve B. Furber, Angelo Cangelosi:
Behavioral Learning in a Cognitive Neuromorphic Robot: An Integrative Approach. 6132-6144 - Yijun Huang, Ji Liu:
Exclusive Sparsity Norm Minimization With Random Groups via Cone Projection. 6145-6153 - Jinhui Tang, Jie Lin, Zechao Li, Jian Yang:
Discriminative Deep Quantization Hashing for Face Image Retrieval. 6154-6162 - Chi-Man Vong, Jie Du, Chiman Wong, Jiuwen Cao:
Postboosting Using Extended G-Mean for Online Sequential Multiclass Imbalance Learning. 6163-6177 - Milad Mozafari, Saeed Reza Kheradpisheh, Timothée Masquelier, Abbas Nowzari-Dalini, Mohammad Ganjtabesh:
First-Spike-Based Visual Categorization Using Reward-Modulated STDP. 6178-6190 - Joey Tianyi Zhou, Heng Zhao, Xi Peng, Meng Fang, Zheng Qin, Rick Siow Mong Goh:
Transfer Hashing: From Shallow to Deep. 6191-6201 - Xin Xu, Hong Chen, Chuanqiang Lian, Dazi Li:
Learning-Based Predictive Control for Discrete-Time Nonlinear Systems With Stochastic Disturbances. 6202-6213 - Zhao-Rong Lai, Dao-Qing Dai, Chuan-Xian Ren, Ke-Kun Huang:
Radial Basis Functions With Adaptive Input and Composite Trend Representation for Portfolio Selection. 6214-6226 - Yinyan Zhang, Shuai Li, Xiaoping Liu:
Neural Network-Based Model-Free Adaptive Near-Optimal Tracking Control for a Class of Nonlinear Systems. 6227-6241 - Yuan-Xin Li, Guang-Hong Yang:
Adaptive Neural Control of Pure-Feedback Nonlinear Systems With Event-Triggered Communications. 6242-6251 - Ahmad Reza Heravi, Ghosheh Abed Hodtani:
A New Correntropy-Based Conjugate Gradient Backpropagation Algorithm for Improving Training in Neural Networks. 6252-6263 - Dejun Chu, Rui Lu, Jin Li, Xintong Yu, Changshui Zhang, Qing Tao:
Optimizing Top-k Multiclass SVM via Semismooth Newton Algorithm. 6264-6275 - Wanqi Yang, Yinghuan Shi, Yang Gao, Lei Wang, Ming Yang:
Incomplete-Data Oriented Multiview Dimension Reduction via Sparse Low-Rank Representation. 6276-6291 - Chao Shen, Yufei Chen, Yao Liu, Xiaohong Guan:
Adaptive Human-Machine Interactive Behavior Analysis With Wrist-Worn Devices for Password Inference. 6292-6302 - Kan Xie, Ci Chen, Frank L. Lewis, Shengli Xie:
Adaptive Asymptotic Neural Network Control of Nonlinear Systems With Unknown Actuator Quantization. 6303-6312 - Andrea Mariello, Roberto Battiti:
Feature Selection Based on the Neighborhood Entropy. 6313-6322 - Zhihui Li, Feiping Nie, Xiaojun Chang, Yi Yang, Chengqi Zhang, Nicu Sebe:
Dynamic Affinity Graph Construction for Spectral Clustering Using Multiple Features. 6323-6332 - Kui Yu, Lin Liu, Jiuyong Li, Huanhuan Chen:
Mining Markov Blankets Without Causal Sufficiency. 6333-6347 - Wenhui Wu, Yuheng Jia, Sam Kwong, Junhui Hou:
Pairwise Constraint Propagation-Induced Symmetric Nonnegative Matrix Factorization. 6348-6361 - Xiaojun Chen, Guowen Yuan, Wenting Wang, Feiping Nie, Xiaojun Chang, Joshua Zhexue Huang:
Local Adaptive Projection Framework for Feature Selection of Labeled and Unlabeled Data. 6362-6373 - Xin Li, Fanbiao Li, Xian Zhang, Chunhua Yang, Weihua Gui:
Exponential Stability Analysis for Delayed Semi-Markovian Recurrent Neural Networks: A Homogeneous Polynomial Approach. 6374-6384 - Ruimei Zhang, Deqiang Zeng, Ju H. Park, Yajuan Liu, Shouming Zhong:
Quantized Sampled-Data Control for Synchronization of Inertial Neural Networks With Heterogeneous Time-Varying Delays. 6385-6395 - Kais Allab, Lazhar Labiod, Mohamed Nadif:
Simultaneous Spectral Data Embedding and Clustering. 6396-6401 - Yuqian Guo:
Observability of Boolean Control Networks Using Parallel Extension and Set Reachability. 6402-6408 - Chuanxing Geng, Songcan Chen:
Metric Learning-Guided Least Squares Classifier Learning. 6409-6414 - Wenjun Xiong, Xinghuo Yu, Ragini Patel, Tingwen Huang:
Stability of Singular Discrete-Time Neural Networks With State-Dependent Coefficients and Run-to-Run Control Strategies. 6415-6420
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