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ORCIDIEEE Transactions on Neural Networks and Learning Systems, Volume 24
Volume 24, Number 1, January 2013
- Derong Liu
, Charles Anderson, Ahmad Taher Azar, Giorgio Battistelli, Eduardo Bayro-Corrochano, Cristiano Cervellera, David A. Elizondo, Maurizio Filippone, Giorgio Gnecco, Xiaolin Hu, Tingwen Huang, Weifeng Liu, Wenlian Lu, Ana Maria Madureira, Igor Skrjanc, Thomas Villmann, Q. M. Jonathan Wu, Shengli Xie, Dong Xu:
Editorial A Successful Change From TNN to TNNLS and a Very Successful Year. 1-7 - Nikolaos Gkalelis, Vasileios Mezaris, Ioannis Kompatsiaris, Tania Stathaki:
Mixture Subclass Discriminant Analysis Link to Restricted Gaussian Model and Other Generalizations. 8-21 - Marcin Budka, Bogdan Gabrys:
Density-Preserving Sampling: Robust and Efficient Alternative to Cross-Validation for Error Estimation. 22-34 - Ran He, Wei-Shi Zheng, Bao-Gang Hu, Xiangwei Kong:
Two-Stage Nonnegative Sparse Representation for Large-Scale Face Recognition. 35-46 - Zuyuan Yang, Yong Xiang, Yue Rong, Shengli Xie:
Projection-Pursuit-Based Method for Blind Separation of Nonnegative Sources. 47-57 - Huaguang Zhang, Dawei Gong, Bing Chen, Zhenwei Liu:
Synchronization for Coupled Neural Networks With Interval Delay: A Novel Augmented Lyapunov-Krasovskii Functional Method. 58-70 - Qi Zhou, Peng Shi, Shengyuan Xu, Hongyi Li:
Observer-Based Adaptive Neural Network Control for Nonlinear Stochastic Systems With Time Delay. 71-80 - John Nassour, Vincent Hugel, Fethi Ben Ouezdou, Gordon Cheng:
Qualitative Adaptive Reward Learning With Success Failure Maps: Applied to Humanoid Robot Walking. 81-93 - Yong Xiang, Dezhong Peng, Yang Xiang, Song Guo:
Novel Z-Domain Precoding Method for Blind Separation of Spatially Correlated Signals. 94-105 - Jing Chen, Zhengming Ma, Yang Liu:
Local Coordinates Alignment With Global Preservation for Dimensionality Reduction. 106-117 - Min Xiao, Wei Xing Zheng, Jinde Cao:
Hopf Bifurcation of an (n+1) -Neuron Bidirectional Associative Memory Neural Network Model With Delays. 118-132 - Junping Zhang, Ziyu Xie, Stan Z. Li:
Prime Discriminant Simplicial Complex. 133-144 - Ali Heydari, Sivasubramanya Nadar Balakrishnan:
Finite-Horizon Control-Constrained Nonlinear Optimal Control Using Single Network Adaptive Critics. 145-157 - Adil Omari, Aníbal R. Figueiras-Vidal:
Feature Combiners With Gate-Generated Weights for Classification. 158-163 - Thiago F. Covoes, Eduardo R. Hruschka, Joydeep Ghosh:
Competitive Learning With Pairwise Constraints. 164-169 - Konstantinos Bousmalis, Stefanos Zafeiriou, Louis-Philippe Morency, Maja Pantic:
Infinite Hidden Conditional Random Fields for Human Behavior Analysis. 170-177
Volume 24, Number 2, February 2013
- Oh-Min Kwon, Myeong-Jin Park, Sang-Moon Lee, Ju H. Park, Eun-Jong Cha:
Stability for Neural Networks With Time-Varying Delays via Some New Approaches. 181-193 - Giduthuri Sateesh Babu, Suresh Sundaram:
Sequential Projection-Based Metacognitive Learning in a Radial Basis Function Network for Classification Problems. 194-206 - Arash Miranian, Majid Abdollahzade:
Developing a Local Least-Squares Support Vector Machines-Based Neuro-Fuzzy Model for Nonlinear and Chaotic Time Series Prediction. 207-218 - Alex Alexandridis, Eva Chondrodima, Haralambos Sarimveis:
Radial Basis Function Network Training Using a Nonsymmetric Partition of the Input Space and Particle Swarm Optimization. 219-230 - Davide Bacciu, Alessio Micheli, Alessandro Sperduti:
Compositional Generative Mapping for Tree-Structured Data - Part II: Topographic Projection Model. 231-247 - Qi Mao, Ivor Wai-Hung Tsang:
Efficient Multitemplate Learning for Structured Prediction. 248-261 - Franck Dufrenois, Jean-Charles Noyer:
Formulating Robust Linear Regression Estimation as a One-Class LDA Criterion: Discriminative Hat Matrix. 262-273 - Rong-Jong Wai, Rajkumar Muthusamy:
Fuzzy-Neural-Network Inherited Sliding-Mode Control for Robot Manipulator Including Actuator Dynamics. 274-287 - Bin Zou, Luoqing Li, Zongben Xu, Tao Luo, Yuan Yan Tang:
Generalization Performance of Fisher Linear Discriminant Based on Markov Sampling. 288-300 - Shuai Li, Bo Liu, Yangming Li:
Selective Positive-Negative Feedback Produces the Winner-Take-All Competition in Recurrent Neural Networks. 301-309 - Yang-Yin Lin, Jyh-Yeong Chang, Chin-Teng Lin:
Identification and Prediction of Dynamic Systems Using an Interactively Recurrent Self-Evolving Fuzzy Neural Network. 310-321 - María José Pérez-Ilzarbe:
New Discrete-Time Recurrent Neural Network Proposal for Quadratic Optimization With General Linear Constraints. 322-328 - Hui Zhang, Q. M. Jonathan Wu, Thanh Minh Nguyen:
Incorporating Mean Template Into Finite Mixture Model for Image Segmentation. 328-335 - Masaki Kobayashi:
Hyperbolic Hopfield Neural Networks. 335-341
Volume 24, Number 3, March 2013
- Zhengguang Wu, Peng Shi, Hongye Su, Jian Chu:
Dissipativity Analysis for Discrete-Time Stochastic Neural Networks With Time-Varying Delays. 345-355 - Guoqi Li, Changyun Wen, Zhengguo Li, Aimin Zhang, Feng Yang, Kezhi Mao:
Model-Based Online Learning With Kernels. 356-369 - Jing Na, Xuemei Ren, Dongdong Zheng:
Adaptive Control for Nonlinear Pure-Feedback Systems With High-Order Sliding Mode Observer. 370-382 - Yue Deng, Qionghai Dai, Risheng Liu, Zengke Zhang, Sanqing Hu:
Low-Rank Structure Learning via Nonconvex Heuristic Recovery. 383-396 - Mohammad Mahvash, Alice C. Parker:
Synaptic Variability in a Cortical Neuromorphic Circuit. 397-409 - Zhengguang Wu, Peng Shi, Hongye Su, Jian Chu:
Sampled-Data Synchronization of Chaotic Lur'e Systems With Time Delays. 410-421 - Olga Zoidi, Anastasios Tefas, Ioannis Pitas:
Multiplicative Update Rules for Concurrent Nonnegative Matrix Factorization and Maximum Margin Classification. 422-434 - Yang Tang, Wai Keung Wong:
Distributed Synchronization of Coupled Neural Networks via Randomly Occurring Control. 435-447 - Sarunas Raudys:
Portfolio of Automated Trading Systems: Complexity and Learning Set Size Issues. 448-459 - Zohar Halbe, Maria Bortman, Mayer E. Aladjem:
Regularized Mixture Density Estimation With an Analytical Setting of Shrinkage Intensities. 460-470 - Hao Xu, Sarangapani Jagannathan:
Stochastic Optimal Controller Design for Uncertain Nonlinear Networked Control System via Neuro Dynamic Programming. 471-484 - Jun Li, Dacheng Tao:
Simple Exponential Family PCA. 485-497 - Jiali Yu, Huajin Tang, Haizhou Li:
Dynamics Analysis of a Population Decoding Model. 498-503 - Cristiano Cervellera, Danilo Macciò:
Learning With Kernel Smoothing Models and Low-Discrepancy Sampling. 504-509
Volume 24, Number 4, April 2013
- Huaguang Zhang, Feisheng Yang, Xiaodong Liu, Qingling Zhang:
Stability Analysis for Neural Networks With Time-Varying Delay Based on Quadratic Convex Combination. 513-521 - Sri Garimella, Hynek Hermansky:
Factor Analysis of Auto-Associative Neural Networks With Application in Speaker Verification. 522-528 - Ramaswamy Savitha, Suresh Sundaram, Narasimhan Sundararajan:
Projection-Based Fast Learning Fully Complex-Valued Relaxation Neural Network. 529-541 - Mingli Song, Witold Pedrycz:
Granular Neural Networks: Concepts and Development Schemes. 542-553 - Shantanu Chakrabartty, Ravi Krishna Shaga, Kenji Aono:
Noise-Shaping Gradient Descent-Based Online Adaptation Algorithms for Digital Calibration of Analog Circuits. 554-565 - Yujuan Han, Wenlian Lu, Tianping Chen:
Cluster Consensus in Discrete-Time Networks of Multiagents With Inter-Cluster Nonidentical Inputs. 566-578 - Yunong Zhang, Dongsheng Guo, Zhan Li:
Common Nature of Learning Between Back-Propagation and Hopfield-Type Neural Networks for Generalized Matrix Inversion With Simplified Models. 579-592 - Di Wang, Hong Qiao, Bo Zhang, Min Wang:
Online Support Vector Machine Based on Convex Hull Vertices Selection. 593-609 - Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek:
Optimizing Spatial Filters by Minimizing Within-Class Dissimilarities in Electroencephalogram-Based Brain-Computer Interface. 610-619 - Cesare Alippi, Giacomo Boracchi, Manuel Roveri:
Just-In-Time Classifiers for Recurrent Concepts. 620-634 - Yong-Li Xu, Di-Rong Chen, Han-Xiong Li, Lu Liu:
Least Square Regularized Regression in Sum Space. 635-646 - Minlong Lin, Ke Tang, Xin Yao:
Dynamic Sampling Approach to Training Neural Networks for Multiclass Imbalance Classification. 647-660 - Wei-Chang Yeh:
New Parameter-Free Simplified Swarm Optimization for Artificial Neural Network Training and its Application in the Prediction of Time Series. 661-665 - Sung Jin Yoo:
Distributed Consensus Tracking for Multiple Uncertain Nonlinear Strict-Feedback Systems Under a Directed Graph. 666-672 - Terry Windeatt, Cemre Zor:
Ensemble Pruning Using Spectral Coefficients. 673-678
Volume 24, Number 5, May 2013
- Jen-Tzung Chien, Hsin-Lung Hsieh:
Nonstationary Source Separation Using Sequential and Variational Bayesian Learning. 681-694 - Songyan Huang, Chunguang Li, Yiguang Liu:
Complex-Valued Filtering Based on the Minimization of Complex-Error Entropy. 695-708 - Yong Luo, Dacheng Tao, Chang Xu, Chao Xu, Hong Liu, Yonggang Wen:
Multiview Vector-Valued Manifold Regularization for Multilabel Image Classification. 709-722 - Lucia Maddalena, Alfredo Petrosino:
Stopped Object Detection by Learning Foreground Model in Videos. 723-735 - Takashi Matsubara, Hiroyuki Torikai:
Asynchronous Cellular Automaton-Based Neuron: Theoretical Analysis and On-FPGA Learning. 736-748 - Xinxing Xu, Ivor W. Tsang, Dong Xu:
Soft Margin Multiple Kernel Learning. 749-761 - Xin Xu, Zhongsheng Hou, Chuanqiang Lian, Haibo He:
Online Learning Control Using Adaptive Critic Designs With Sparse Kernel Machines. 762-775 - Kao-Shing Hwang, Chia-Yue Lo:
Policy Improvement by a Model-Free Dyna Architecture. 776-788 - Ying Liu, Chunguang Li:
Firing Rate Propagation Through Neuronal-Astrocytic Network. 789-799 - Chengde Zheng, Qi-He Shan, Huaguang Zhang, Zhanshan Wang:
On Stabilization of Stochastic Cohen-Grossberg Neural Networks With Mode-Dependent Mixed Time-Delays and Markovian Switching. 800-811 - Qingshan Liu, Jun Wang:
A One-Layer Projection Neural Network for Nonsmooth Optimization Subject to Linear Equalities and Bound Constraints. 812-824 - Marco Gori, Stefano Melacci:
Constraint Verification With Kernel Machines. 825-831 - Liyang Wang, Zhi Liu, Chun Lung Philip Chen, Yun Zhang, Sukhan Lee, Xin Chen:
Energy-Efficient SVM Learning Control System for Biped Walking Robots. 831-837 - Yue Fu, Tianyou Chai:
Self-Tuning Control With a Filter and a Neural Compensator for a Class of Nonlinear Systems. 837-843
Volume 24, Number 6, June 2013
- Matthieu Geist, Olivier Pietquin:
Algorithmic Survey of Parametric Value Function Approximation. 845-867 - Xiaodi Li, Shiji Song:
Impulsive Control for Existence, Uniqueness, and Global Stability of Periodic Solutions of Recurrent Neural Networks With Discrete and Continuously Distributed Delays. 868-877 - Jing Yang, Xiaoqin Zeng, Shuiming Zhong, Shengli Wu:
Effective Neural Network Ensemble Approach for Improving Generalization Performance. 878-887 - Cristiano Leite Castro, Antônio de Pádua Braga:
Novel Cost-Sensitive Approach to Improve the Multilayer Perceptron Performance on Imbalanced Data. 888-899 - Meng Yang, Lei Zhang, Simon Chi-Keung Shiu, David Zhang:
Robust Kernel Representation With Statistical Local Features for Face Recognition. 900-912 - Zhen Ni, Haibo He, Jinyu Wen:
Adaptive Learning in Tracking Control Based on the Dual Critic Network Design. 913-928 - Xiaoqiang Lu, Yulong Wang, Yuan Yuan:
Sparse Coding From a Bayesian Perspective. 929-939 - Hanjiang Lai, Yan Pan, Yong Tang, Rong Yu:
FSMRank: Feature Selection Algorithm for Learning to Rank. 940-952 - Ata Kabán:
Fractional Norm Regularization: Learning With Very Few Relevant Features. 953-963 - Jun Li, Dacheng Tao:
Exponential Family Factors for Bayesian Factor Analysis. 964-976 - Furqan Aziz, Richard C. Wilson, Edwin R. Hancock:
Backtrackless Walks on a Graph. 977-989 - Zekeriya Uykan:
Fast-Convergent Double-Sigmoid Hopfield Neural Network as Applied to Optimization Problems. 990-996 - Rui Li, Meng Yang, Tianguang Chu:
Synchronization Design of Boolean Networks Via the Semi-Tensor Product Method. 996-1001 - Xing He, Chuandong Li, Tingwen Huang, Chaojie Li:
Bogdanov-Takens Singularity in Tri-Neuron Network With Time Delay. 1001-1007
Volume 24, Number 7, July 2013
- Mahdi Jalili:
Enhancing Synchronizability of Diffusively Coupled Dynamical Networks: A Survey. 1009-1022 - Jian Yang, Delin Chu, Lei Zhang, Yong Xu, Jingyu Yang:
Sparse Representation Classifier Steered Discriminative Projection With Applications to Face Recognition. 1023-1035 - Chunyang Sheng, Jun Zhao, Wei Wang, Henry Leung:
Prediction Intervals for a Noisy Nonlinear Time Series Based on a Bootstrapping Reservoir Computing Network Ensemble. 1036-1048 - Haihong Zhang, Huijuan Yang, Cuntai Guan:
Bayesian Learning for Spatial Filtering in an EEG-Based Brain-Computer Interface. 1049-1060 - David Nodland, Hassan Zargarzadeh, Sarangapani Jagannathan:
Neural Network-Based Optimal Adaptive Output Feedback Control of a Helicopter UAV. 1061-1073 - Moumen T. El-Melegy:
Random Sampler M-Estimator Algorithm With Sequential Probability Ratio Test for Robust Function Approximation Via Feed-Forward Neural Networks. 1074-1085 - Shereen Fouad, Peter Tiño, Somak Raychaudhury, Petra Schneider:
Incorporating Privileged Information Through Metric Learning. 1086-1098 - Jaehun Lee, Baehoon Choi, Euntai Kim:
Novel Range-Free Localization Based on Multidimensional Support Vector Regression Trained in the Primal Space. 1099-1113 - Meiqin Liu, Senlin Zhang, Zhen Fan, Shiyou Zheng, Weihua Sheng:
Exponential H∞ Synchronization and State Estimation for Chaotic Systems Via a Unified Model. 1114-1126 - Tatsuya Yokota, Yukihiko Yamashita:
A Quadratically Constrained MAP Classifier Using the Mixture of Gaussians Models as a Weight Function. 1127-1140 - Bo Liu, Wenlian Lu, Tianping Chen:
Pinning Consensus in Networks of Multiagents via a Single Impulsive Controller. 1141-1149 - Yu Jiang, Zhong-Ping Jiang:
Robust Adaptive Dynamic Programming With an Application to Power Systems. 1150-1156 - Chao Zhang, Dacheng Tao:
Structure of Indicator Function Classes With Finite Vapnik-Chervonenkis Dimensions. 1156-1160 - Ajay M. Patrikar:
Approximating Gaussian Mixture Model or Radial Basis Function Network With Multilayer Perceptron. 1161-1166 - Isabella Cattinelli, Giorgio Valentini, Eraldo Paulesu, N. Alberto Borghese:
A Novel Approach to the Problem of Non-uniqueness of the Solution in Hierarchical Clustering. 1166-1173
Volume 24, Number 8, August 2013
- Zhengguang Wu, Peng Shi, Hongye Su, Jian Chu:
Sampled-Data Exponential Synchronization of Complex Dynamical Networks With Time-Varying Coupling Delay. 1177-1187 - Liping Jing, Michael K. Ng, Tieyong Zeng:
Dictionary Learning-Based Subspace Structure Identification in Spectral Clustering. 1188-1199 - Zhaohong Deng, Yizhang Jiang, Kup-Sze Choi, Fu-Lai Chung, Shitong Wang:
Knowledge-Leverage-Based TSK Fuzzy System Modeling. 1200-1212 - Cesare Alippi, Stavros Ntalampiras, Manuel Roveri:
A Cognitive Fault Diagnosis System for Distributed Sensor Networks. 1213-1226 - Bo Zhou, Qiankun Song:
Boundedness and Complete Stability of Complex-Valued Neural Networks With Time Delay. 1227-1238 - Garrick Orchard, Jacob G. Martin, R. Jacob Vogelstein, Ralph Etienne-Cummings:
Fast Neuromimetic Object Recognition Using FPGA Outperforms GPU Implementations. 1239-1252 - Ezequiel López-Rubio:
Improving the Quality of Self-Organizing Maps by Self-Intersection Avoidance. 1253-1265 - Tzyy-Chyang Lu, Gwo-Ruey Yu, Jyh-Ching Juang:
Quantum-Based Algorithm for Optimizing Artificial Neural Networks. 1266-1278 - Xiaolin Huang, Marin Matijas, Johan A. K. Suykens:
Hinging Hyperplanes for Time-Series Segmentation. 1279-1291 - Yanwei Pang, Zhong Ji, Peiguang Jing, Xuelong Li:
Ranking Graph Embedding for Learning to Rerank. 1292-1303 - Bin Gu, Victor S. Sheng:
Feasibility and Finite Convergence Analysis for Accurate On-Line $\nu$-Support Vector Machine. 1304-1315 - Wenbing Zhang, Yang Tang, Qingying Miao, Wei Du:
Exponential Synchronization of Coupled Switched Neural Networks With Mode-Dependent Impulsive Effects. 1316-1326 - Lu Xu, Jinshu Chen, Defeng Huang, Jianhua Lu, Licai Fang:
Analysis of Boundedness and Convergence of Online Gradient Method for Two-Layer Feedforward Neural Networks. 1327-1338 - Xiaoming Liang, Liang Zhao:
Phase-Noise-Induced Resonance in Arrays of Coupled Excitable Neural Models. 1339-1345
Volume 24, Number 9, September 2013
- Thomas K. Paul, Tokunbo Ogunfunmi:
Study of the Convergence Behavior of the Complex Kernel Least Mean Square Algorithm. 1349-1363 - Nannan Wang, Dacheng Tao, Xinbo Gao, Xuelong Li, Jie Li:
Transductive Face Sketch-Photo Synthesis. 1364-1376 - Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang:
Learning Sparse Kernel Classifiers for Multi-Instance Classification. 1377-1389 - Gianluca Borgese, Calogero Pace, Pietro S. Pantano, Eleonora Bilotta:
FPGA-Based Distributed Computing Microarchitecture for Complex Physical Dynamics Investigation. 1390-1399 - Zhijun Li, Chun-Yi Su:
Neural-Adaptive Control of Single-Master-Multiple-Slaves Teleoperation for Coordinated Multiple Mobile Manipulators With Time-Varying Communication Delays and Input Uncertainties. 1400-1413 - Seng Poh Lim, Habibollah Haron:
Cube Kohonen Self-Organizing Map (CKSOM) Model With New Equations in Organizing Unstructured Data. 1414-1424 - Hong-Gui Han, Xiao-Long Wu, Junfei Qiao:
Real-Time Model Predictive Control Using a Self-Organizing Neural Network. 1425-1436 - Fabio L. Traversa, Yuriy V. Pershin, Massimiliano Di Ventra:
Memory Models of Adaptive Behavior. 1437-1448 - P.-Y. L'Esperance, Richard Labib:
Model of an Excitatory Synapse Based on Stochastic Processes. 1449-1458 - Tao Li, Ting Wang, Aiguo Song, Shumin Fei:
Combined Convex Technique on Delay-Dependent Stability for Delayed Neural Networks. 1459-1466 - Anand Subramaniam, Kurtis D. Cantley, Harvey J. Stiegler, Richard A. Chapman, Eric M. Vogel:
Low-Temperature Fabrication of Spiking Soma Circuits Using Nanocrystalline-Silicon TFTs. 1466-1472 - John Sum, Chi-Sing Leung, Kevin I.-J. Ho:
Effect of Input Noise and Output Node Stochastic on Wang's kWTA. 1472-1478 - Lijun Zhang, Kuize Zhang:
Controllability and Observability of Boolean Control Networks With Time-Variant Delays in States. 1478-1484 - Badong Chen, Songlin Zhao, Pingping Zhu, José Carlos Príncipe:
Quantized Kernel Recursive Least Squares Algorithm. 1484-1491 - Alexandros Iosifidis, Anastasios Tefas, Ioannis Pitas:
On the Optimal Class Representation in Linear Discriminant Analysis. 1491-1497 - Adrian-Mihail Stoica, Isaac Yaesh:
LINFINITY Analysis and State-Feedback Control of Hopfield Networks. 1497-1503 - Mingjian Zhang, Simin Yu, Gang Wei:
Sequential Blind Identification of Underdetermined Mixtures Using a Novel Deflation Scheme. 1503-1509
Volume 24, Number 10, October 2013
- Hamidreza Modares, Frank L. Lewis, Mohammad-Bagher Naghibi-Sistani:
Adaptive Optimal Control of Unknown Constrained-Input Systems Using Policy Iteration and Neural Networks. 1513-1525 - Vassilis G. Kaburlasos, Stelios E. Papadakis, George A. Papakostas:
Lattice Computing Extension of the FAM Neural Classifier for Human Facial Expression Recognition. 1526-1538 - Qiang Yu, Huajin Tang, Kay Chen Tan, Haizhou Li:
Rapid Feedforward Computation by Temporal Encoding and Learning With Spiking Neurons. 1539-1552 - Robert Jenssen:
Mean Vector Component Analysis for Visualization and Clustering of Nonnegative Data. 1553-1564 - Francesco Gianfelici:
RBF-Based Technique for Statistical Demodulation of Pathological Tremor. 1565-1574 - Eduardo Rodriguez-Martinez, Tingting Mu, Jianmin Jiang, John Yannis Goulermas:
Automated Induction of Heterogeneous Proximity Measures for Supervised Spectral Embedding. 1575-1587 - Jiahu Qin, Changbin Yu:
Coordination of Multiagents Interacting Under Independent Position and Velocity Topologies. 1588-1597 - Shaobo Lin, Yuanhua Rong, Xingping Sun, Zongben Xu:
Learning Capability of Relaxed Greedy Algorithms. 1598-1608 - Mingkui Tan, Ivor W. Tsang, Li Wang:
Minimax Sparse Logistic Regression for Very High-Dimensional Feature Selection. 1609-1622 - Robert Coop, Aaron Mishtal, Itamar Arel:
Ensemble Learning in Fixed Expansion Layer Networks for Mitigating Catastrophic Forgetting. 1623-1634 - Xianxia Zhang, Ye Jiang, Han-Xiong Li, Shaoyuan Li:
SVR Learning-Based Spatiotemporal Fuzzy Logic Controller for Nonlinear Spatially Distributed Dynamic Systems. 1635-1647 - Kaibing Zhang, Xinbo Gao, Dacheng Tao, Xuelong Li:
Single Image Super-Resolution With Multiscale Similarity Learning. 1648-1659 - Deyuan Meng, Yingmin Jia, Junping Du, Fashan Yu:
Tracking Algorithms for Multiagent Systems. 1660-1676 - Dianhui Wang, Sarwar Tapan:
A Robust Elicitation Algorithm for Discovering DNA Motifs Using Fuzzy Self-Organizing Maps. 1677-1688 - Chin-Teng Lin, Shu-Fang Tsai, Li-Wei Ko:
EEG-Based Learning System for Online Motion Sickness Level Estimation in a Dynamic Vehicle Environment. 1689-1700 - Guodong Zhang, Yi Shen:
New Algebraic Criteria for Synchronization Stability of Chaotic Memristive Neural Networks With Time-Varying Delays. 1701-1707
Volume 24, Number 11, November 2013
- Manh Cong Phan, Martin T. Hagan:
Error Surface of Recurrent Neural Networks. 1709-1721 - Naruephorn Tengtrairat, Bin Gao, Wai Lok Woo, Satnam Singh Dlay:
Single-Channel Blind Separation Using Pseudo-Stereo Mixture and Complex 2-D Histogram. 1722-1735 - Jisheng Dai, Chunqi Chang, Fei Mai, Dean Zhao, Weichao Xu:
On the SVMpath Singularity. 1736-1748 - Zhigang Zeng, Wei Xing Zheng:
Multistability of Two Kinds of Recurrent Neural Networks With Activation Functions Symmetrical About the Origin on the Phase Plane. 1749-1762 - Yunyun Wang, Songcan Chen:
Safety-Aware Semi-Supervised Classification. 1763-1772 - Jun Li, Karim Ouazzane, Hassan B. Kazemian, Muhammad Sajid Afzal:
Neural Network Approaches for Noisy Language Modeling. 1773-1784 - Long Zhang, Kang Li, Haibo He, George W. Irwin:
A New Discrete-Continuous Algorithm for Radial Basis Function Networks Construction. 1785-1798 - Damiano Varagnolo, Simone Del Favero, Francesco Dinuzzo, Luca Schenato, Gianluigi Pillonetto:
Finding Potential Support Vectors in Separable Classification Problems. 1799-1813 - Zhijun Fu, Wen-Fang Xie, Xuan Han, Weidong Luo:
Nonlinear Systems Identification and Control Via Dynamic Multitime Scales Neural Networks. 1814-1823 - George Rigas, Christophoros Nikou, Yorgos Goletsis, Dimitrios I. Fotiadis:
Hierarchical Similarity Transformations Between Gaussian Mixtures. 1824-1835 - Francisco Fernández-Navarro, Pedro Antonio Gutiérrez, César Hervás-Martínez, Xin Yao:
Negative Correlation Ensemble Learning for Ordinal Regression. 1836-1849 - Wentao Fan, Nizar Bouguila:
Online Learning of a Dirichlet Process Mixture of Beta-Liouville Distributions Via Variational Inference. 1850-1862 - Chun-Wei Seah, Ivor W. Tsang, Yew-Soon Ong:
Transfer Ordinal Label Learning. 1863-1876 - Makito Oku, Takaki Makino, Kazuyuki Aihara:
Pseudo-Orthogonalization of Memory Patterns for Associative Memory. 1877-1887 - Chun-Sung Ferng, Hsuan-Tien Lin:
Multilabel Classification Using Error-Correcting Codes of Hard or Soft Bits. 1888-1900 - Pablo González, Eva Alvarez, José Barranquero, Jorge Díez, Rafael Gonzalez-Quiros, Enrique Nogueira, Angel Lopez-Urrutia, Juan José del Coz:
Multiclass Support Vector Machines With Example-Dependent Costs Applied to Plankton Biomass Estimation. 1901-1905 - Dan Zhang, Li Yu, Qing-Guo Wang, Chong Jin Ong:
Corrections to: "Estimator Design for Discrete-Time Switched Neural Networks With Asynchronous Switching and Time-Varying Delay". 1906
Volume 24, Number 12, December 2013
- Jianyong Sun, Simeon Keates:
Canonical Correlation Analysis on Data With Censoring and Error Information. 1909-1919 - Shih-Chia Huang, Bo-Hao Chen:
Highly Accurate Moving Object Detection in Variable Bit Rate Video-Based Traffic Monitoring Systems. 1920-1931 - Derek Monner, James A. Reggia:
Recurrent Neural Collective Classification. 1932-1943 - Xingguo Chen, Yang Gao, Ruili Wang:
Online Selective Kernel-Based Temporal Difference Learning. 1944-1956 - Ligang Wu, Zhiguang Feng, James Lam:
Stability and Synchronization of Discrete-Time Neural Networks With Switching Parameters and Time-Varying Delays. 1957-1972 - Colin Sauze, Mark Neal:
Artificial Endocrine Controller for Power Management in Robotic Systems. 1973-1985 - Mau-Hsiang Shih, Feng-Sheng Tsai:
Operator Control of Interneural Computing Machines. 1986-1998 - Masayuki Karasuyama, Hiroshi Mamitsuka:
Multiple Graph Label Propagation by Sparse Integration. 1999-2012 - Xinbo Gao, Fei Gao, Dacheng Tao, Xuelong Li:
Universal Blind Image Quality Assessment Metrics Via Natural Scene Statistics and Multiple Kernel Learning. 2013-2026 - Bo Shen, Zidong Wang, Derui Ding, Huisheng Shu:
H∞ State Estimation for Complex Networks With Uncertain Inner Coupling and Incomplete Measurements. 2027-2037 - Zhen Ni, Haibo He, Jinyu Wen, Xin Xu:
Goal Representation Heuristic Dynamic Programming on Maze Navigation. 2038-2050 - Guoxu Zhou, Andrzej Cichocki, Shengli Xie:
Accelerated Canonical Polyadic Decomposition Using Mode Reduction. 2051-2062 - Hung-Yi Hsieh, Kea-Tiong Tang:
Hardware Friendly Probabilistic Spiking Neural Network With Long-Term and Short-Term Plasticity. 2063-2074 - José Antonio Villacorta-Atienza, Valeri A. Makarov:
Neural Network Architecture for Cognitive Navigation in Dynamic Environments. 2075-2087 - Michael Fairbank, Eduardo Alonso, Danil V. Prokhorov:
An Equivalence Between Adaptive Dynamic Programming With a Critic and Backpropagation Through Time. 2088-2100 - Grigorios Skolidis, Guido Sanguinetti:
Semisupervised Multitask Learning With Gaussian Processes. 2101-2112 - Nojun Kwak:
Nonlinear Projection Trick in Kernel Methods: An Alternative to the Kernel Trick. 2113-2119
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