Connectionists: Neurocomputing volumes 91-96

Wed Aug 1 15:34:00 EDT 2012

Neurocomputing volume 91
http://www.sciencedirect.com/science/issue/271597-1-s2.0-S0925231212X00110

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REGULAR PAPERS

Decentralized kinematic control of a class of collaborative redundant 
manipulators via recurrent neural networks
Shuai Li, Sanfeng Chen, Bo Liu, Yangming Li, Yongsheng Liang

Discriminative information preservation for face recognition
Dapeng Tao, Lianwen Jin

Dynamical stability analysis of multiple equilibrium points in 
time-varying delayed recurrent neural networks with discontinuous 
activation functions
Yujiao Huang, Huaguang Zhang, Zhanshan Wang

Model-based robust fault detection and isolation of an industrial gas 
turbine prototype using soft computing techniques
Hasan Abbasi Nozari, Mahdi Aliyari Shoorehdeli, Silvio Simani, Hamed 
Dehghan Banadaki

Adaptive dynamic programming-based optimal control of unknown nonaffine 
nonlinear discrete-time systems with proof of convergence
Xin Zhang, Huaguang Zhang, Qiuye Sun, Yanhong Luo

A novel approach for optimization of correlated multiple responses based 
on desirability function and fuzzy logics
Ali Salmasnia, Reza Baradaran kazemzadeh, Mohammad Mohajer Tabrizi

Global exponential stability of impulsive fuzzy Cohen–Grossberg neural 
networks with mixed delays and reaction–diffusion terms
Chenhui Zhou, Hongyu Zhang, Hongbin Zhang, Chuangyin Dang

Frontal face synthesizing according to multiple non-frontal inputs and 
its application in face recognition
Yuelong Li, Jufu Feng

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BRIEF PAPER

Flow-based grey single-layer perceptron with fuzzy integral
Yi-Chung Hu, Jen-Hung Wang, Chia-Ying Chang

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Neurocomputing volume 92
http://www.sciencedirect.com/science/issue/271597-1-s2.0-S0925231212X00122

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SPECIAL ISSUE
(Data mining applications and case study)

Data mining applications and case study (editorial)
Xingquan Zhu

Suicide attempters classification: Toward predictive models of suicidal 
behavior
David Delgado-Gomez, Hilario Blasco-Fontecilla, Federico Sukno, Maria 
Socorro Ramos-Plasencia, Enrique Baca-Garcia

Computational analysis of muscular dystrophy sub-types using a novel 
integrative scheme
Chen Wang, Sook Ha, Jianhua Xuan, Yue Wang, Eric Hoffman

Local analgesia adverse effects prediction using multi-label classification
Guangzhi Qu, Hui Wu, Craig T. Hartrick, Jianwei Niu

Multi-step prediction of pulmonary infection with the use of 
evolutionary fuzzy cognitive maps
Elpiniki I. Papageorgiou, Wojciech Froelich

Biomarker discovery using 1-norm regularization for multiclass earthworm 
microarray gene expression data
Xiaofei Nan, Nan Wang, Ping Gong, Chaoyang Zhang, Yixin Chen, Dawn Wilkins

Detecting potential collusive cliques in futures markets based on 
trading behaviors from real data
Junjie Wang, Shuigeng Zhou, Jihong Guan

A study of smoothing algorithms for item categorization on e-commerce sites
Dan Shen, Jean-David Ruvini, Rajyashree Mukherjee, Neel Sundaresan

Easy-to-explain feature synthesis approach for recommending 
entertainment video
Tsung-Ju Lee, Shian-Shyong Tseng

Exceptional Object Analysis for Finding Rare Environmental Events from 
water quality datasets
Jing He, Yanchun Zhang, Guangyan Huang

Adaptive Selective Learning for automatic identification of 
sub-kilometer craters
Siyi Liu, Wei Ding, Feng Gao, Tomasz F. Stepinski

Spam filtering using semantic similarity approach and adaptive BPNN 
Cheng Hua Li, Jimmy Xiangji Huang

Approaching Sentiment Analysis by using semi-supervised learning of 
multi-dimensional classifiers
Jonathan Ortigosa-Hernández, Juan Diego Rodríguez, Leandro Alzate, 
Manuel Lucania, Iñaki Inza, Jose A. Lozano

Capturing correlations of multiple labels: A generative probabilistic 
model for multi-label learning
Haiping Ma, Enhong Chen, Linli Xu, Hui Xiong

Software measurement data reduction using ensemble techniques
Huanjing Wang, Taghi M. Khoshgoftaar, Amri Napolitano

Clustering in applications with multiple data sources — A mutual 
subspace clustering approach
Ming Hua, Jian Pei

Learning from concept drifting data streams with unlabeled data
Xindong Wu, Peipei Li, Xuegang Hu

Sharing and integration of cognitive neuroscience data: Metric and 
pattern matching across heterogeneous ERP datasets
Haishan Liu, Gwen Frishkoff, Robert Frank, Dejing Dou

A framework for application-driven classification of data streams
Peng Zhang, Byron J. Gao, Ping Liu, Yong Shi, Li Guo

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Neurocomputing volume 93
http://www.sciencedirect.com/science/issue/271597-1-s2.0-S0925231212X00134
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REGULAR PAPERS

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Existence of exponential periodic attractor of BAM neural networks with 
time-varying delays and impulses
Yuanfu Shao

Combining speech attribute detection and penalized logistic regression 
for phoneme recognition
Sabato Marco Siniscalchi

New delay-dependent stability criteria for uncertain genetic regulatory 
networks with time-varying delays
Wenqin Wang, Shouming Zhong, Feng Liu

Thalamic cooperation between the cerebellum and basal ganglia with a new 
tropism-based action-dependent heuristic dynamic programming method
Xiaogang Ruan, Jing Chen, Naigong Yu

On the performance of regularized regression learning in Hilbert space
Di-Rong Chen, Han Li

Adaptive fuzzy tracking control for a class of MIMO nonaffine uncertain 
systems
A. Boulkroune, M. M'Saad, M. Farza

Adaptive fuzzy output feedback control of MIMO nonlinear uncertain 
systems with time-varying delays and unknown backlash-like hysteresis
Yongming Li, Shaocheng Tong, Tieshan Li

Reversible watermarking using optional prediction error histogram 
modification
Bo Ou, Yao Zhao, Rongrong Ni

A facial sparse descriptor for single image based face recognition
Na Liu, Jian-Huang Lai, Wei-Shi Zheng

Signal reconstruction, modeling and simulation of a vehicle full-scale 
crash test based on Morlet wavelets
Hamid Reza Karimi, Witold Pawlus, Kjell G. Robbersmyr

Semi-supervised distance metric learning based on local linear 
regression for data clustering
Hong Zhang, Jun Yu, Meng Wang, Yun Liu

Image multi-thresholding by combining the lattice Boltzmann model and a 
localized level set algorithm
Souleymane Balla-Arabé, Xinbo Gao

Graph embedding based feature selection
Dan Wei, Shutao Li, Mingkui Tan

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BRIEF PAPERS

Learning spatiotemporal features by using independent component analysis 
with application to facial expression recognition
Fei Long, Tingfan Wu, Javier R. Movellan, Marian S. Bartlett, Gwen 
Littlewort

A new adaptive momentum algorithm for split-complex recurrent neural 
networks
Dongpo Xu, Hongmei Shao, Huisheng Zhang

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Neurocomputing volume 94
http://www.sciencedirect.com/science/issue/271597-1-s2.0-S0925231212X00146

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REGULAR PAPERS

Cascade BPN based transmission line overload prediction and preventive 
action by generation rescheduling
Sujatha Balaraman, N. Kamaraj

Chaos and hyperchaos in fractional-order cellular neural networks
Xia Huang, Zhao Zhao, Zhen Wang, Yuxia Li

Identification of nonlinear MIMO block-oriented systems with moving 
average noises using gradient based and least squares based iterative 
algorithms
Maryam Salimifard, Masoumeh Jafari, Maryam Dehghani

Optimization of tuning parameters for open node fault regularizer
Chi-Sing Leung, Pui-Fai Sum, Yuxin Liu

Stability analysis for a class of neutral-type neural networks with 
Markovian jumping parameters and mode-dependent mixed delays
Yurong Liu, Zidong Wang, Xiaohui Liu

Margin optimization based pruning for random forest
Fan Yang, Wei-hang Lu, Lin-kai Luo, Tao Li

Global attracting set for non-autonomous neutral type neural networks 
with distributed delays
Lingying Teng, Daoyi Xu

Face recognition using various scales of discriminant color space transform
Billy Y.L. Li, Wanquan Liu, Senjian An, Aneesh Krishna, Tianwei Xu

The contribution of context information: A case study of object 
recognition in an intelligent car
Alexander Gepperth, Benjamin Dittes, Michaël Garcia Ortiz

Protein secondary structure prediction using DWKF based on SVR-NSGAII
Mohammad Hossein Zangooei, Saeed Jalili

Robust stability for uncertain stochastic neural network with delay and 
impulses
Lijun Pan, Jinde Cao

Application of fuzzy inference systems to detection of faults in 
wireless sensor networks
Safdar Abbas Khan, Boubaker Daachi, Karim Djouani

Self-learning complex neuro-fuzzy system with complex fuzzy sets and its 
application to adaptive image noise canceling
Chunshien Li, Tsunghan Wu, Feng-Tse Chan

Video super-resolution with 3D adaptive normalized convolution
Kaibing Zhang, Guangwu Mu, Yuan Yuan, Xinbo Gao, Dacheng Tao

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BRIEF PAPERS

Alleviating the problem of local minima in Backpropagation through 
competitive learning
Qun Dai, Ningzhong Liu

Random optimized geometric ensembles
Yujian Li, Dongxia Meng, Zhiming Gui

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Neurocomputing volume 95
http://www.sciencedirect.com/science/issue/271597-1-s2.0-S0925231212X00158

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SPECIAL ISSUE
(Learning from social media)

Learning from social media network (editorial)
Richang Hong, Ling Shao

Constructing visual tag dictionary by mining community-contributed media 
corpus
Meng Wang, Kuiyuan Yang

Exploring multi-modality structure for cross domain adaptation in video 
concept annotation
Shaoxi Xu, Sheng Tang, Yongdong Zhang, Jintao Li, Yan-Tao Zheng

Collaborative visual modeling for automatic image annotation via sparse 
model coding
Mei Wang, Feng Li, Meng Wang

A comprehensive representation scheme for video semantic ontology and 
its applications in semantic concept detection
Zheng-Jun Zha, Tao Mei, Yan-Tao Zheng, Zengfu Wang, Xian-Sheng Hua

Optimizing social image search with multiple criteria: Relevance, 
diversity, and typicality
Fuming Sun, Meng Wang, Dongxia Wang, Xueming Wang

Query difficulty estimation for image retrieval
Yangxi Li, Bo Geng, Linjun Yang, Chao Xu, Wei Bian

Active learning for social image retrieval using Locally Regressive 
Optimal Design
Yinfu Feng, Jun Xiao, Zhengjun Zha, Hong Zhang, Yi Yang

Somebody helps me: Travel video scene detection using web-based context
Wei-Ta Chu, Cheng-Jung Li

Looking into the world on Google Maps with view direction estimated photos
Haojie Li, Jinhui Tang, Yi Wang, Bin Liu

A probabilistic graphical model for topic and preference discovery on 
social media
Lu Liu, Feida Zhu, Lei Zhang, Shiqiang Yang

Relationship strength estimation for online social networks with the 
study on Facebook
Xiaojian Zhao, Jin Yuan, Guangda Li, Xiaoming Chen, Zhoujun Li

RankCompete: Simultaneous ranking and clustering of information networks
Liangliang Cao, Xin Jin, Zhijun Yin, Andrey Del Pozo, Jiebo Luo, Jiawei 
Han, Thomas S. Huang

Nearest-neighbor method using multiple neighborhood similarities for 
social media data mining
Shuhui Wang, Qingming Huang, Shuqiang Jiang, Qi Tian, Lei Qin

Learning by expansion: Exploiting social media for image classification 
with few training examples
Sheng-Yuan Wang, Wei-Shing Liao, Liang-Chi Hsieh, Yan-Ying Chen, Winston 
H. Hsu

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Neurocomputing volume 96
http://www.sciencedirect.com/science/issue/271597-1-s2.0-S0925231212X0016X

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SPECIAL ISSUE
(Adaptive and natural computing algorithms)

Adaptive and natural computing algorithms (editorial)
Věra Kůrková

Support vector regression based on data shifting
Marcin Orchel

A method of multivariable Hermite basis function approximation
Bartlomiej Beliczynski

The NetCover algorithm for the reconstruction of causal networks
Nick Fyson, Tijl De Bie, Nello Cristianini

Modeling binding and cross-modal learning in Markov logic networks
Alen Vrečko, Aleš Leonardis, Danijel Skočaj

Quality of classification explanations with PRBF
Marko Robnik-Šikonja, Igor Kononenko, Erik Štrumbelj

Generation of a clustering ensemble based on a gravitational 
self-organising map
Nejc Ilc, Andrej Dobnikar

Applicability of approximate multipliers in hardware neural networks
Uroš Lotrič, Patricio Bulić

Home electrical signal disaggregation for non-intrusive load monitoring 
(NILM) systems
Marisa Figueiredo, Ana de Almeida, Bernardete Ribeiro

Quantile based decision making rule of the neural networks committee for 
ill-posed approximation problems
Igor Kruglov, Olga Mishulina, Murat Bakirov