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Neurocomputing, Volume 149
Volume 149, Part A, February 2015
- Jun Wang
, Zhigang Zeng, Zeng-Guang Hou:
Advances in neural networks. 1-2 - James Ting-Ho Lo, Yichuan Gui, Yun Peng:
The normalized risk-averting error criterion for avoiding nonglobal local minima in training neural networks. 3-12 - Shenshen Gu, Rui Cui:
An efficient algorithm for the subset sum problem based on finite-time convergent recurrent neural network. 13-21 - Abdujelil Abdurahman
The existence and stability of the anti-periodic solution for delayed Cohen-Grossberg neural networks with impulsive effects. 22-28 - Zeng-Shun Zhao
Evolved neural network ensemble by multiple heterogeneous swarm intelligence. 29-38 - Xu Chen
Accurate segmentation of touching cells in multi-channel microscopy images with geodesic distance based clustering. 39-47 - Ailing De, Chengan Guo:
An adaptive vector quantization approach for image segmentation based on SOM network. 48-58 - The Duy Bui, Nong Thi Hoa, Trung Kien Dang:
Improving learning rule for fuzzy associative memory with combination of content and association. 59-64 - Min Han, Ben Liu:
Ensemble of extreme learning machine for remote sensing image classification. 65-70 - Yan Ouyang, Nong Sang, Rui Huang:
Accurate and robust facial expressions recognition by fusing multiple sparse representation based classifiers. 71-78 - Huaping Liu, Mingyi Yuan, Fuchun Sun:
RGB-D action recognition using linear coding. 79-85 - Thiago Henrique Cupertino, Liang Zhao
Network-based supervised data classification by using an heuristic of ease of access. 86-92 - Janir Nuno da Cruz, Feng Wan
Adaptive time-window length based on online performance measurement in SSVEP-based BCIs. 93-99 - Zhigang Wang, Zeng-Shun Zhao
Solving one-class problem with outlier examples by SVM. 100-105 - Qinglai Wei, Derong Liu
Neural-network-based adaptive optimal tracking control scheme for discrete-time nonlinear systems with approximation errors. 106-115 - Xiangnan Zhong, Haibo He, Huaguang Zhang, Zhanshan Wang:
A neural network based online learning and control approach for Markov jump systems. 116-123 - Yuanheng Zhu
Convergence analysis and application of fuzzy-HDP for nonlinear discrete-time HJB systems. 124-131 - Zhouhua Peng
Cooperative output feedback adaptive control of uncertain nonlinear multi-agent systems with a dynamic leader. 132-141 - Zifu Li, Tieshan Li, Baobin Miao, C. L. Philip Chen
Adaptive NN control for a class of stochastic nonlinear systems with unmodeled dynamics using DSC technique. 142-150 - Jiejie Chen, Zhigang Zeng, Ping Jiang, Huangming Tang:
Deformation prediction of landslide based on functional network. 151-157
- Amaury Lendasse, Qing He, Yoan Miché, Guang-Bin Huang
Advances in Extreme Learning Machines (ELM2013). 158-159 - Wentao Mao
Multi-dimensional extreme learning machine. 160-170 - Bing Liu, Shixiong Xia, Fanrong Meng, Yong Zhou:
Extreme spectral regression for efficient regularized subspace learning. 171-179 - Yong Zhou, Beizuo Liu, Shixiong Xia, Bing Liu:
Semi-supervised extreme learning machine with manifold and pairwise constraints regularization. 180-186 - Mark van Heeswijk, Yoan Miche:
Binary/ternary extreme learning machines. 187-197 - M. Sivachitra
A Fully Complex-valued Fast Learning Classifier (FC-FLC) for real-valued classification problems. 198-206 - Yongjiao Sun, Ye Yuan, Guoren Wang:
An on-line sequential learning method in social networks for node classification. 207-214 - Jinlin Ding, Feng Wang, Hong Sun, Li Shang:
Improved incremental Regularized Extreme Learning Machine Algorithm and its application in two-motor decoupling control. 215-223 - Botao Wang
Parallel online sequential extreme learning machine based on MapReduce. 224-232 - André van Schaik
Online and adaptive pseudoinverse solutions for ELM weights. 233-238 - Punyaphol Horata
Enhancement of online sequential extreme learning machine based on the householder block exact inverse QRD recursive least squares. 239-252 - Xinwang Liu
Multiple kernel extreme learning machine. 253-264 - De-Gang Wang, Wenyan Song, Hong-Xing Li:
Approximation properties of ELM-fuzzy systems for smooth functions and their derivatives. 265-274 - Jingjing Cao, Sam Kwong
Class-specific soft voting based multiple extreme learning machines ensemble. 275-284 - Bo Han, Bo He, Rui Nian, Mengmeng Ma, Shujing Zhang, Minghui Li, Amaury Lendasse:
LARSEN-ELM: Selective ensemble of extreme learning machines using LARS for blended data. 285-294 - Shitong Wang, Fu-Lai Chung
A fast learning method for feedforward neural networks. 295-307 - Wenchao Yu, Fuzhen Zhuang, Qing He, Zhongzhi Shi:
Learning deep representations via extreme learning machines. 308-315 - Bilal Mirza, Zhiping Lin, Nan Liu
Ensemble of subset online sequential extreme learning machine for class imbalance and concept drift. 316-329 - Zhanghui Wang, Yuhai Zhao, Guoren Wang, Yuan Li, Xue Wang
On extending extreme learning machine to non-redundant synergy pattern based graph classification. 330-339 - Yong Peng
Discriminative graph regularized extreme learning machine and its application to face recognition. 340-353 - Le An, Songfan Yang, Bir Bhanu
Efficient smile detection by Extreme Learning Machine. 354-363 - Phyo-Kyaw Sai, Jian-Gang Wang, Eam Khwang Teoh:
Facial age range estimation with extreme learning machines. 364-372 - Borja Ayerdi, Ion Marqués, Manuel Graña:
Spatially regularized semisupervised Ensembles of Extreme Learning Machines for hyperspectral image segmentation. 373-386 - Xi Chen, Markus Koskela:
Skeleton-based action recognition with extreme learning machines. 387-396 - Ka In Wong
Sparse Bayesian extreme learning machine and its application to biofuel engine performance prediction. 397-404 - Hai-Jun Rong, Jin-Tao Wei, Jian-Ming Bai, Guang-She Zhao, Yong-Qi Liang:
Adaptive neural control for a class of MIMO nonlinear systems with extreme learning machine. 405-414 - Yibing Wang, Dong Li
Anomaly detection in traffic using L1-norm minimization extreme learning machine. 415-425 - Emanuele Principi
Acoustic template-matching for automatic emergency state detection: An ELM based algorithm. 426-434 - Jonathan Tapson, Gregory Cohen, André van Schaik
ELM solutions for event-based systems. 435-442 - Erik Cambria
An ELM-based model for affective analogical reasoning. 443-455 - Xin Bi, Xiangguo Zhao, Guoren Wang, Pan Zhang, Chao Wang:
Distributed Extreme Learning Machine with kernels based on MapReduce. 456-463 - Junchang Xin, Zhiqiong Wang, Luxuan Qu
Elastic extreme learning machine for big data classification. 464-471
Volume 149, Part B, February 2015
- De Cheng, Jinjun Wang, Xing Wei, Yihong Gong:
Training mixture of weighted SVM for object detection using EM algorithm. 473-482 - Jun-jie Yang, Hai-Lin:
Blind identification of the underdetermined mixing matrix based on K-weighted hyperline clustering. 483-489 - Qi Zhou, Xueying Shao, Hamid Reza Karimi, Jin Zhu:
Stability of genetic regulatory networks with time-varying delay: Delta operator method. 490-495 - Fernando Perez-Peña
Inter-spikes-intervals exponential and gamma distributions study of neuron firing rate for SVITE motor control model on FPGA. 496-504 - Luping Ji
One-dimensional pairwise CNN for the global alignment of two DNA sequences. 505-514 - Dong Li, Shulin Liu, Hongli Zhang:
A negative selection algorithm with online adaptive learning under small samples for anomaly detection. 515-525 - Loris Nanni, Alessandra Lumini, Matteo Ferrara
Combining biometric matchers by means of machine learning and statistical approaches. 526-535 - Yongkun Li, Li Yang, Wanqin Wu:
Anti-periodic solution for impulsive BAM neural networks with time-varying leakage delays on time scales. 536-545 - Wei Qiu, Yasuhiro Hatori, Kô Sakai
Neural construction of 3D medial axis from the binocular fusion of 2D MAs. 546-558 - Tomasz Praczyk
Neural anti-collision system for Autonomous Surface Vehicle. 559-572 - Shijun Zhai, Ting Jiang:
A new sense-through-foliage target recognition method based on hybrid differential evolution and self-adaptive particle swarm optimization-based support vector machine. 573-584 - Baojun Chen
A new strategy for parameter optimization to improve phase-dependent locomotion mode recognition. 585-593 - R. Rakkiyappan, G. Velmurugan
Multiple μ-stability analysis of complex-valued neural networks with unbounded time-varying delays. 594-607 - Xing He, Tingwen Huang
A recurrent neural network for optimal real-time price in smart grid. 608-612 - Zhiyong Yu
Leader-following consensus of fractional-order multi-agent systems under fixed topology. 613-620 - Xin Wang, Chuandong Li
Dual-stage impulsive control for synchronization of memristive chaotic neural networks with discrete and continuously distributed delays. 621-628 - Algirdas Garliauskas:
Modelling of double reset spiking neuron and Fitzhugh-Nagumo equations with coupling kernel functions. 629-640 - Xiaoyuan Zhang
Support vector machine with parameter optimization by a novel hybrid method and its application to fault diagnosis. 641-651 - Xuemin Tian, Lianfang Cai, Sheng Chen
Noise-resistant joint diagonalization independent component analysis based process fault detection. 652-666 - Huaiqin Wu, Ruoxia Li, Rong Yao, Xiaowei Zhang:
Weak, modified and function projective synchronization of chaotic memristive neural networks with time delays. 667-676 - Seokho Kang
Constructing a multi-class classifier using one-against-one approach with different binary classifiers. 677-682 - Jayadeva:
Learning a hyperplane classifier by minimizing an exact bound on the VC dimension. 683-689 - Yesim Oniz
Control of a direct drive robot using fuzzy spiking neural networks with variable structure systems-based learning algorithm. 690-699 - Ranchao Wu
Finite-time stability of fractional delayed neural networks. 700-707 - Shuangling Wang, Yilong Yin, Guibao Cao, Benzheng Wei
Hierarchical retinal blood vessel segmentation based on feature and ensemble learning. 708-717 - Jin-Bao Wang
Single image dehazing with a physical model and dark channel prior. 718-728 - Chao Ma, Qingshuang Zeng, Xudong Zhao
Synchronization of networked Euler-Lagrange systems by sampled-data communication with time-varying transmission delays under directed topology. 729-735 - Yali Li, Shengjin Wang, Qi Tian, Xiaoqing Ding:
A survey of recent advances in visual feature detection. 736-751 - Junge Zhang, Yanhu Shan, Kaiqi Huang:
ISEE Smart Home (ISH): Smart video analysis for home security. 752-766 - Soledad Espezua
A Projection Pursuit framework for supervised dimension reduction of high dimensional small sample datasets. 767-776 - Guoliang He, Yong Duan, Rong Peng, Xiaoyuan Jing, Tieyun Qian
Early classification on multivariate time series. 777-787 - Ali Borji
What do eyes reveal about the mind?: Algorithmic inference of search targets from fixations. 788-799 - Xu Zhang, Fei He, Lu Tian, Shengjin Wang:
Cognitive pedestrian detector: Adapting detector to specific scene by transferring attributes. 800-810 - Ximing Li, Jihong Ouyang, Xiaotang Zhou
Supervised topic models for multi-label classification. 811-819 - Mohammed M. Abdelsamea
An efficient Self-Organizing Active Contour model for image segmentation. 820-835 - Shiguang Zhang, Qinghua Hu
Kernel ridge regression for general noise model with its application. 836-846 - Ming Liu, Yude He, Jiaxin Wang, Heow Pueh Lee, Yanchun Liang:
Hybrid intelligent algorithm and its application in geological hazard risk assessment. 847-853 - Muhammad Uzair
Periocular region-based person identification in the visible, infrared and hyperspectral imagery. 854-867 - Xiaofeng Liao, Yilu Liu, Huiwei Wang, Tingwen Huang
Exponential estimates and exponential stability for neutral-type neural networks with multiple delays. 868-883 - Manfeng Hu
Leader-following consensus of linear multi-agent systems with randomly occurring nonlinearities and uncertainties and stochastic disturbances. 884-890 - Kefeng Ning, Min Liu, Mingyu Dong:
A new robust ELM method based on a Bayesian framework with heavy-tailed distribution and weighted likelihood function. 891-903 - Xianjing Qin, Yan Tian, Pingkun Yan
Feature competition and partial sparse shape modeling for cardiac image sequences segmentation. 904-913 - Yue Huang, Xin Chen
Single-trial ERPs denoising via collaborative filtering on ERPs images. 914-923 - Guizhen Feng, Jinde Cao:
Single controller for stability of delayed neural networks with mixed coupling and L2-gain condition. 924-929 - Jigui Jian, Baoxian Wang:
Stability analysis in Lagrange sense for a class of BAM neural networks of neutral type with multiple time-varying delays. 930-939 - Xiaoyan Li
KPLS-based image super-resolution using clustering and weighted boosting. 940-948 - Qingfeng Nie, Lizuo Jin, Shumin Fei, Junyong Ma:
Neural network for multi-class classification by boosting composite stumps. 949-956 - Ming Zeng, Yu Yang
Maximum margin classification based on flexible convex hulls. 957-965 - Ling Zuo, Luoqing Li, Chen Chen:
The graph based semi-supervised algorithm with ℓ1-regularizer. 966-974 - Susmita Mall, Snehashish Chakraverty
Numerical solution of nonlinear singular initial value problems of Emden-Fowler type using Chebyshev Neural Network method. 975-982 - Junyi Wang, Huaguang Zhang, Zhanshan Wang, Hongjing Liang:
Stochastic synchronization for Markovian coupled neural networks with partial information on transition probabilities. 983-992 - Iztok Fister, Samo Rauter
Planning the sports training sessions with the bat algorithm. 993-1002 - Lin Lin, Feng Guo, Xiaolong Xie, Bin Luo:
Novel adaptive hybrid rule network based on TS fuzzy rules using an improved quantum-behaved particle swarm optimization. 1003-1013 - Rongrong Yin, Bin Liu, Haoran Liu, Yaqian Li, Mingru Dong:
A quantitative fault tolerance evaluation model for topology in wireless sensor networks based on the semi-Markov process. 1014-1020 - Yugen Yi
Label propagation based semi-supervised non-negative matrix factorization for feature extraction. 1021-1037 - Yu Chen
A binary differential evolution algorithm learning from explored solutions. 1038-1047 - Kye-Hyeon Kim, Rui Cai, Lei Zhang, Seungjin Choi:
Regularized discriminant embedding for visual descriptor learning. 1048-1057 - Zhao Zhang
Simple yet effective color principal and discriminant feature extraction for representing and recognizing color images. 1058-1073 - Rathinasamy Maheswaran
Wavelet Volterra Coupled Models for forecasting of nonlinear and non-stationary time series. 1074-1084 - Xijiong Xie, Shiliang Sun:
Multitask centroid twin support vector machines. 1085-1091 - Hong-Bing Zeng
Robust passivity analysis of neural networks with discrete and distributed delays. 1092-1097 - Ji Won Yoon, Nial Friel
Efficient model selection for probabilistic K nearest neighbour classification. 1098-1108 - Marcin Orchel
Solving classification problems by knowledge sets. 1109-1124 - Wei Song, Peng Chen, Soon Cheol Park:
Application of a staged learning-based resource allocation network to automatic text categorization. 1125-1134 - Lishuang Li, Jing Zhang, Liuke Jin, Rui Guo, Degen Huang:
A distributed meta-learning system for Chinese entity relation extraction. 1135-1142
Volume 149, Part C, February 2015
- Jacek Mercik
Classification of committees with vetoes and conditions for the stability of power indices. 1143-1148 - Cong Zheng, Ning Li, Jinde Cao
Matrix measure based stability criteria for high-order neural networks with proportional delay. 1149-1154 - Shengzheng Wang, Jie Yang:
A probabilistic model for latent least squares regression. 1155-1161 - Guisong Liu
Computing k shortest paths using modified pulse-coupled neural network. 1162-1176 - Hak-Keung Lam
Variable weight neural networks and their applications on material surface and epilepsy seizure phase classifications. 1177-1187 - Mingjin Zhang, Jie Li, Nannan Wang, Xinbo Gao
Recognition of facial sketch styles. 1188-1197 - Jian-Wei Xia, Ju H. Park
Improved Delay-dependent Robust Stability Analysis for Neutral-type Uncertain Neural Networks with Markovian jumping Parameters and Time-varying Delays. 1198-1205 - Yi-Gang Cen, Rui-Zhen Zhao, Li-Hui Cen, Lihong Cui, Zhenjiang Miao, Zhe Wei:
Defect inspection for TFT-LCD images based on the low-rank matrix reconstruction. 1206-1215 - Zhong Cheng, Xinggao Liu:
Optimal online soft sensor for product quality monitoring in propylene polymerization process. 1216-1224 - Li Li, Yongqing Yang:
On sampled-data control for stabilization of genetic regulatory networks with leakage delays. 1225-1231 - Chunfei Ma, June-Young Jung, Seung-Wook Kim, Sung-Jea Ko:
Random projection-based partial feature extraction for robust face recognition. 1232-1244 - Min Han, Zhanji Cao:
An improved case-based reasoning method and its application in endpoint prediction of basic oxygen furnace. 1245-1252 - Amin Karami
A fuzzy anomaly detection system based on hybrid PSO-Kmeans algorithm in content-centric networks. 1253-1269 - Martin Dimkovski, Aijun An
A Bayesian model for canonical circuits in the neocortex for parallelized and incremental learning of symbol representations. 1270-1279 - M. Syed Ali
Stability of Markovian jumping recurrent neural networks with discrete and distributed time-varying delays. 1280-1285 - Labiba Gillani Fahad, Asifullah Khan
Activity recognition in smart homes with self verification of assignments. 1286-1298 - Emma Izquierdo-Verdiguier
Spectral clustering with the probabilistic cluster kernel. 1299-1304 - Xiao-Bo Jin, Guanggang Geng
Combination of multiple bipartite ranking for multipartite web content quality evaluation. 1305-1314 - Alessandro Montalto, Giovanni Tessitore, Roberto Prevete
A linear approach for sparse coding by a two-layer neural network. 1315-1323 - Sumeth Yuenyong, Akinori Nishihara:
Evolutionary pre-training for CRJ-type reservoir of echo state networks. 1324-1329 - Guodong Zhang
Global exponential stability in a Lagrange sense for memristive recurrent neural networks with time-varying delays. 1330-1336 - Wen-Ping Li, Jing Yang, Jianpei Zhang:
Uncertain canonical correlation analysis for multi-view feature extraction from uncertain data streams. 1337-1347 - Fahad Fazal Elahi Guraya, Faouzi Alaya Cheikh:
Neural networks based visual attention model for surveillance videos. 1348-1359 - Lijing Dong, Senchun Chai
High-order tracking problem with a time-varying topology and communication delays. 1360-1369 - Linhe Zhu, Hongyong Zhao:
Dynamical analysis and optimal control for a malware propagation model in an information network. 1370-1386 - Guanghui Wen
Distributed node-to-node consensus of multi-agent systems with time-varying pinning links. 1387-1395 - Yuxiang Yang, Mingyu Gao, Jing Zhang
Depth map super-resolution using stereo-vision-assisted model. 1396-1406 - Xinyu Liu
Automatic extracellular spike denoising using wavelet neighbor coefficients and level dependency. 1407-1414 - Jun Shi, Qikun Jiang, Rui Mao, Minhua Lu, Tianfu Wang
FR-KECA: Fuzzy robust kernel entropy component analysis. 1415-1423 - Shuyin Xia, Zhongyang Xiong, Yueguo Luo, Limei Dong, Changyuan Xing:
Relative density based support vector machine. 1424-1432 - Jun Song
Finite-time H∞ control for quasi-one-sided Lipschitz nonlinear systems. 1433-1439 - Afsaneh Shahim-Aeen, Gholamreza Karimi:
Triplet-based spike timing dependent plasticity (TSTDP) modeling using VHDL-AMS. 1440-1444 - Liyan Cheng, Ancai Zhang, Jianlong Qiu
Existence and stability of periodic solution of high-order discrete-time Cohen-Grossberg neural networks with varying delays. 1445-1450 - Jinrong Cui, Jiajun Wen, Zhengming Li, Li Bin:
Discriminant non-negative graph embedding for face recognition. 1451-1460 - Tao Feng, Huaguang Zhang, Yanhong Luo, Jilie Zhang:
Stability analysis of heuristic dynamic programming algorithm for nonlinear systems. 1461-1468 - Xiaoming Zhang, Xiaoming Chen, Yan Chen, Senzhang Wang, Zhoujun Li
Event detection and popularity prediction in microblogging. 1469-1480 - Hao Liu, Xiangze Lin
Finite-time H∞ control for a class of nonlinear system with time-varying delay. 1481-1489 - Sanjeev S. Malalur, Michael T. Manry, Praveen Jesudhas:
Multiple optimal learning factors for the multi-layer perceptron. 1490-1501 - Subrahmanyam Murala, Q. M. Jonathan Wu
Spherical symmetric 3D local ternary patterns for natural, texture and biomedical image indexing and retrieval. 1502-1514 - Yanfei Liu, Xi Zhou, Yuanqian Li, Yihao Wang, Shuicheng Yan:
Visibility-aware part model for robust facial point detection. 1515-1523 - A. Arunkumar, Rathinasamy Sakthivel
Robust reliable H∞ control for stochastic neural networks with randomly occurring delays. 1524-1534 - Jian Zhang, Dapeng Tao, Xiangjuan Bian, Xiaosi Zhan:
Monocular face reconstruction with global and local shape constraints. 1535-1543 - Yajuan Liu, Sang-Moon Lee
New approach to stability criteria for generalized neural networks with interval time-varying delays. 1544-1551 - Liang Wang, Fuqing Duan
An adaptively weighted algorithm for camera calibration with 1D objects. 1552-1559 - Núbia Rosa da Silva
Improved texture image classification through the use of a corrosion-inspired cellular automaton. 1560-1572 - Lei Huang, Xianglong Liu
Online semi-supervised annotation via proxy-based local consistency propagation. 1573-1586 - Huaqing Li
Diverting homoclinic chaos in a class of piecewise smooth oscillators to stable periodic orbits using small parametrical perturbations. 1587-1595 - Xiaolin Huang, Lei Shi, Johan A. K. Suykens
Sequential minimal optimization for SVM with pinball loss. 1596-1603 - Yu Zhou
Unsupervised adaptive sign language recognition based on hypothesis comparison guided cross validation and linguistic prior filtering. 1604-1612 - Hanyin Fang, Weiming Lu, Fei Wu, Yin Zhang, Xindi Shang, Jian Shao, Yueting Zhuang:
Topic aspect-oriented summarization via group selection. 1613-1619 - Ali Heydari, Sivasubramanya Nadar Balakrishnan:
Optimal switching between controlled subsystems with free mode sequence. 1620-1630 - Zhongyuan Lai, Zhe Wang, Zhen Zuo, Zhijun Yao, Wenyu Liu
B-spline-based shape coding with accurate distortion measurement using analytical model. 1631-1646 - Juan Li, Yuping Wang:
A new fast reduction technique based on binary nearest neighbor tree. 1647-1657 - Xiaochun Zhang, Chuancai Liu:
Image annotation based on feature fusion and semantic similarity. 1658-1671
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