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IEEE 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, Yao-Qun 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
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Image-Text Surgery: Efficient Concept Learning in Image Captioning by Generating Pseudopairs. 5910-5921 - Nimish Shah, Paragkumar Chaudhari, Kuruvilla Varghese
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Runtime Programmable and Memory Bandwidth Optimized FPGA-Based Coprocessor for Deep Convolutional Neural Network. 5922-5934 - Youshen Xia
, Jun Wang
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Robust Regression Estimation Based on Low-Dimensional Recurrent Neural Networks. 5935-5946 - Zhou Yu
, Jun Yu
, Chenchao Xiang, Jianping Fan
, Dacheng Tao
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Beyond Bilinear: Generalized Multimodal Factorized High-Order Pooling for Visual Question Answering. 5947-5959 - Yunhang Shen
, Rongrong Ji
, Changhu Wang
, Xi Li
, Xuelong Li
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Weakly Supervised Object Detection via Object-Specific Pixel Gradient. 5960-5970 - Ronghu Chi
, Zhongsheng Hou
, Shangtai Jin, Biao Huang
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Computationally Efficient Data-Driven Higher Order Optimal Iterative Learning Control. 5971-5980 - Renato J. Cintra
, Stefan Duffner
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, André Leite:
Low-Complexity Approximate Convolutional Neural Networks. 5981-5992 - Wei He
, Zichen Yan, Yongkun Sun, Yongsheng Ou
, Changyin Sun
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Neural-Learning-Based Control for a Constrained Robotic Manipulator With Flexible Joints. 5993-6003 - Ding Wang
, Derong Liu
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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
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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
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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
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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
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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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