Connectionists: Neurocomputing volumes 86-90

[Tom Heskes]

Neurocomputing volume 86
http://www.sciencedirect.com/science/issue/271597-1-s2.0-S0925231212X00067

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REGULAR PAPERS

A parallel bi-directional self-organizing neural network (PBDSONN) 
architecture for color image extraction and segmentation
Siddhartha Bhattacharyya, Ujjwal Maulik, Paramartha Dutta

Temporal Spectral Residual for fast salient motion detection
Xinyi Cui, Qingshan Liu, Shaoting Zhang, Fei Yang, Dimitris N. Metaxas

Autonomous emotion development using incremental modified adaptive 
neuro-fuzzy inference system
Qing Zhang, Sungmoon Jeong, Minho Lee
	
Fragmented edge structure coding for Chinese writer identification
Jing Wen, Bin Fang, JunLin Chen, YuanYan Tang, HengXin Chen

Feature extraction using fuzzy maximum margin criterion
Yan Cui, Liya Fan

Nonlinear time series modeling and prediction using functional weights 
wavelet neural network-based state-dependent AR model
Garba Inoussa, Hui Peng, Jun Wu

DCPE co-training for classification
Jin Xu, Haibo He, Hong Man

Biped locomotion control with evolved adaptive center-crossing 
continuous time recurrent neural networks
José Santos, Ángel Campo

Efficient neural networks for solving variational inequalities
Suoliang Jiang, Deren Han, Xiaoming Yuan

Robust stabilization of stochastic Markovian jumping dynamical networks 
with mixed delays
Jinyong Yu, Guanghui Sun

Cooperative coevolution of Elman recurrent neural networks for chaotic 
time series prediction
Rohitash Chandra, Mengjie Zhang

iFALCON: A neural architecture for hierarchical planning
Budhitama Subagdja, Ah-Hwee Tan

An evolutionary constructive and pruning algorithm for artificial neural 
networks and its prediction applications
Shih-Hung Yang, Yon-Ping Chen

Local similarity and diversity preserving discriminant projection for 
face and handwriting digits recognition
Qiang Hua, Lijie Bai, Xizhao Wang, Yuchao Liu

CIPCA: Complete-Information-based Principal Component Analysis for 
interval-valued data
Huiwen Wang, Rong Guan, Junjie Wu

Video-based non-uniform object motion blur estimation and deblurring
Xiaoyu Deng, Yan Shen, Mingli Song, Dacheng Tao, Jiajun Bu, Chun Chen

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BRIEF PAPERS

Two-dimensional margin, similarity and variation embedding
Quanxue Gao, Haijun Zhang, Jingjing Liu

An affine invariant discriminate analysis with canonical correlation 
analysis
Rushi Lan, Jianwei Yang, Yong Jiang, Zhan Song, Yuan Yan Tang

A compact neural network for training support vector machines
Yun Yang, Qiaochu He, Xiaolin Hu

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Neurocomputing volume 87
http://www.sciencedirect.com/science/issue/271597-1-s2.0-S0925231212X00079

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REGULAR PAPERS

An improved recursive reduced least squares support vector regression
Yong-Ping Zhao, Jian-Guo Sun, Zhong-Hua Du, Zhi-An Zhang, Yu-Chen Zhang, 
Hai-Bo Zhang

H∞ mode-independent filter design for Markovian jump genetic regulatory 
networks with time-varying delays
Mohammad Mohammadian, Amir Hossein Abolmasoumi, Hamid Reza Momeni
	
Refining Gaussian mixture model based on enhanced manifold learning
Jianfeng Shen, Jiajun Bu, Bin Ju, Tao Jiang, Hao Wu, Lanjuan Li
	
Robust stability and robust passivity of parabolic complex networks with 
parametric uncertainties and time-varying delays
Jin-Liang Wang, Huai-Ning Wu

On the issue of separability for problem decomposition in cooperative 
neuro-evolution
Rohitash Chandra, Marcus Frean, Mengjie Zhang

Reconstructive discriminant analysis: A feature extraction method 
induced from linear regression classification
Yi Chen, Zhong Jin

Recognizing human actions using a new descriptor based on 
spatial–temporal interest points and weighted-output classifier
Xunshi Yan, Yupin Luo

Novel fast random search clustering algorithm for mixing matrix 
identification in MIMO linear blind inverse problems with sparse inputs
David Luengo, Sandra Monzón, Antonio Artés-Rodríguez

Online sequential extreme learning machine with forgetting mechanism
Jianwei Zhao, Zhihui Wang, Dong Sun Park

Quantum evolutionary clustering algorithm based on watershed applied to 
SAR image segmentation
Yangyang Li, Hongzhu Shi, Licheng Jiao, Ruochen Liu

Human fringe skeleton extraction by an improved Hopfield neural network 
with direction features
Xin Huang, Kuangrong Hao, Yongsheng Ding

An evolving neuro-fuzzy technique for system state forecasting
Wilson Wang, De Z. Li, Joe Vrbanek

Clustering analysis using manifold kernel concept factorization
Ping Li, Chun Chen, Jiajun Bu

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BRIEF PAPER

Sensor selection schemes for consensus based distributed estimation over 
energy constrained wireless sensor networks
Wen Yang, Hongbo Shi

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Neurocomputing volume 88
http://www.sciencedirect.com/science/issue/271597-1-s2.0-S0925231212X00080

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SPECIAL ISSUE
(Intelligent and Autonomous Systems)

Special issue on intelligent and autonomous systems (editorial)
Ngoc Thanh Nguyen, Piotr Jędrzejowicz, Geuk Lee

Enhancing performance and accuracy of ontology integration by 
propagating priorly matchable concepts
Trong Hai Duong, Geun Sik Jo

Search modes for the cooperative multi-agent system solving the vehicle 
routing problem
Dariusz Barbucha

Adaptive critic-based neuro-fuzzy controller in multi-agents: 
Distributed behavioral control and path tracking
Ramin Vatankhah, Shahram Etemadi, Aria Alasty, Gholamreza Vossoughi

Semantic optimization of query transformation in a large-scale 
peer-to-peer network
Jason J. Jung

Decisional DNA: A multi-technology shareable knowledge structure for 
decisional experience
Cesar Sanin, Carlos Toro, Zhang Haoxi, Eider Sanchez, Edward 
Szczerbicki, Eduardo Carrasco, Wang Peng, Leonardo Mancilla-Amaya

Indirect adaptive tracking control of a nonholonomic mobile robot via 
neural networks
Omid Mohareri, Rached Dhaouadi, Ahmad B. Rad

Active leading through obstacles using ant-colony algorithm
Ramin Vatankhah, Shahram Etemadi, Aria Alasty, Gholam-Reza Vossoughi, 
Mehrdad Boroushaki

Host-based intrusion detection systems adapted from agent-based 
artificial immune systems
Chung-Ming Ou

Generalization of TORCS car racing controllers with artificial neural 
networks and linear regression analysis
Kyung-Joong Kim, Jun-Ho Seo, Jung-Guk Park, Joong Chae Na

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Neurocomputing volume 89
http://www.sciencedirect.com/science/issue/271597-1-s2.0-S0925231212X00092

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REGULAR PAPERS

An overall-regional competitive self-organizing map neural network for 
the Euclidean traveling salesman problem
Junying Zhang, Xuerong Feng, Bin Zhou, Dechang Ren

Robust visual tracking using structural region hierarchy and graph matching
Yi-Zhe Song, Chuan Li, Liang Wang, Peter Hall, Peiyi Shen

A realistic dynamic facial expression transfer method
Yanning Zhang, Wei Wei

Incorporation of radius-info can be simple with SimpleMKL
Xinwang Liu, Lei Wang, Jianping Yin, Lingqiao Liu

Feature selection for MAUC-oriented classification systems
Rui Wang, Ke Tang

Exponential stability of impulsive stochastic fuzzy reaction–diffusion 
Cohen–Grossberg neural networks with mixed delays
Changhong Wang, Yonggui Kao, Guowei Yang

Complete local Fisher discriminant analysis with Laplacian score ranking 
for face recognition
Hong Huang, Hailiang Feng, Chengyu Peng

Local CCA alignment and its applications
Lai Wei, Feifei Xu

Incremental threshold learning for classifier selection
Yanwei Pang, Junping Deng, Yuan Yuan

Global exponential synchronization of generalized stochastic neural 
networks with mixed time-varying delays and reaction-diffusion terms
Qintao Gan

Analysis on equilibrium points of cells in cellular neural networks 
described using cloning templates
Qi Han, Xiaofeng Liao, Tengfei Weng, Chuandong Li, Hongyu Huang

Shape-based retrieval and analysis of 3D models using fuzzy weighted 
symmetrical depth images
Kuan-Sheng Zou, Chee-Kooi Chan, Si-Xiang Peng, Ameersing Luximon, 
Zeng-Qiang Chen, Wai-Hung Ip

Registering sets of points using Bayesian regression
Demetrios Gerogiannis, Christophoros Nikou, Aristidis Likas

The intrinsic phase response properties of an interneuron model
Meili Lu, Donghui Li, Xile Wei, Bin Deng, Jiang Wang

Boundedness and convergence of batch back-propagation algorithm with 
penalty for feedforward neural networks
Huisheng Zhang, Wei Wu, Mingchen Yao

Local and global structure preserving based feature selection
Yazhou Ren, Guoji Zhang, Guoxian Yu, Xuan Li

Can under-exploited structure of original-classes help ECOC-based 
multi-class classification?
Yunyun Wang, Songcan Chen, Hui Xue

Hybrid synchronization of the general delayed and non-delayed complex 
dynamical networks via pinning control
Xiangjun Wu, Hongtao Lu

Parameter estimation of fuzzy neural network controller based on a 
modified differential evolution
Hung-Ching Lu, Ming-Hung Chang, Cheng-Hung Tsai

Bogdanov–Takens bifurcation in a single inertial neuron model with delay
Xing He, Chuandong Li, Yonglu Shu

Human action recognition using a fast learning fully complex-valued 
classifier
R. Venkatesh Babu, S. Suresh, R. Savitha

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BRIEF PAPER

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A new handwritten character segmentation method based on nonlinear 
clustering
Jun Tan, Jian-Huang Lai, Chang-Dong Wang, Wen-Xian Wang, Xiao-Xiong Zuo

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Neurocomputing volume 90
http://www.sciencedirect.com/science/issue/271597-1-s2.0-S0925231212X00109

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SPECIAL ISSUE
(ESANN 2011)

Advances in artificial neural networks, machine learning, and 
computational intelligence (ESANN 2011; editorial)
John A. Lee, Petra Schneider, John Quinn

Feature selection with missing data using mutual information estimators 
Gauthier Doquire, Michel Verleysen

Probabilistic Fisher discriminant analysis: A robust and flexible 
alternative to Fisher discriminant analysis
Charles Bouveyron, Camille Brunet

Stochastic neighbor embedding (SNE) for dimension reduction and 
visualization using arbitrary divergences
Kerstin Bunte, Sven Haase, Michael Biehl, Thomas Villmann

A multiple kernel framework for inductive semi-supervised SVM learning 
Xilan Tian, Gilles Gasso, Stéphane Canu

Adaptive kernel smoothing regression for spatio-temporal environmental 
datasets
Federico Montesino Pouzols, Amaury Lendasse

Identification of spatial and temporal features of EEG
Nisrine Jrad, Marco Congedo

Approximation techniques for clustering dissimilarity data
Xibin Zhu, Andrej Gisbrecht, Frank-Michael Schleif, Barbara Hammer

Functional relevance learning in generalized learning vector quantization
Marika Kästner, Barbara Hammer, Michael Biehl, Thomas Villmann

Regularization and stability in reservoir networks with output feedback 
René Felix Reinhart, Jochen Jakob Steil

General bound of overfitting for MLP regression models
J. Rynkiewicz