Neural Computing and Applications, Volume 22

Volume 22, Number 1, January 2013

Special Issue on Contemporary Development of Neural Computation and Applications

• 
  Ivan Jordanov, Bruno Apolloni, Nikola K. Kasabov:
  Special Issue: Contemporary development of neural computation and applications. 1-2
• 
  Yuhong Zhang, Ezzatollah Salari, Shuangteng Zhang:
  Reducing blocking artifacts in JPEG-compressed images using an adaptive neural network-based algorithm. 3-10
• 
  Juan Peralta Donate, Xiaodong Li, Germán Gutiérrez Sánchez, Araceli Sanchis de Miguel:
  Time series forecasting by evolving artificial neural networks with genetic algorithms, differential evolution and estimation of distribution algorithm. 11-20
• 
  Baohua Wang, Hejiao Huang, Xiaolong Wang:
  A support vector machine based MSM model for financial short-term volatility forecasting. 21-28
• 
  Eyüp Çinar, Ferat Sahin:
  New classification techniques for electroencephalogram (EEG) signals and a real-time EEG control of a robot. 29-39
• 
  Haibo Gao, Xingguo Song, Liang Ding, Deyou Liu, Minghui Hao:
  New conditions for global exponential stability of continuous-time neural networks with delays. 41-48
• 
  César Lincoln C. Mattos, Guilherme A. Barreto:
  ARTIE and MUSCLE models: building ensemble classifiers from fuzzy ART and SOM networks. 49-61
• 
  Gonzalo A. Ruz, Eric Goles Ch.:
  Learning gene regulatory networks using the bees algorithm. 63-70
• 
  Cláudio M. S. Medeiros, Guilherme De A. Barreto:
  A novel weight pruning method for MLP classifiers based on the MAXCORE principle. 71-84
• 
  Antoniya Georgieva, Stephen J. Payne, Mary Moulden, Christopher W. G. Redman:
  Artificial neural networks applied to fetal monitoring in labour. 85-93
• 
  Reza Ebrahimpour, Seyed Ali Asghar AbbasZadeh Arani, Saeed Masoudnia:
  Improving combination method of NCL experts using gating network. 95-101
• 
  Jianjun Tu, Hanlin He, Ping Xiong:
  Guaranteed cost synchronous control of time-varying delay cellular neural networks. 103-110
• 
  Alper Sezer:
  Simple models for the estimation of shearing resistance angle of uniform sands. 111-123
• 
  Manas Ranjan Senapati, Aswini Kumar Mohanty, Sonali Dash, Pradipta K. Dash:
  Local linear wavelet neural network for breast cancer recognition. 125-131
• 
  Hasbi Yaprak, Abdülkadir Karaci, Ilhami Demir:
  Prediction of the effect of varying cure conditions and w/c ratio on the compressive strength of concrete using artificial neural networks. 133-141
• 
  Zhe Wang, Xisheng He, Daqi Gao, Xiangyang Xue:
  An efficient Kernel-based matrixized least squares support vector machine. 143-150
• 
  Dawei Gong, Huaguang Zhang, Bonan Huang, Zhengyun Ren:
  Synchronization criteria and pinning control for complex networks with multiple delays. 151-159
• 
  Mansour Sheikhan, Mohsen Rohani, Saeed Ahmadluei:
  A neural-based concurrency control algorithm for database systems. 161-174
• 
  Yiwen Yang, Yunong Zhang:
  Superior robustness of power-sum activation functions in Zhang neural networks for time-varying quadratic programs perturbed with large implementation errors. 175-185
• 
  Xinzheng Xu, Shifei Ding, Weikuan Jia, Gang Ma, Fengxiang Jin:
  Research of assembling optimized classification algorithm by neural network based on Ordinary Least Squares (OLS). 187-193
• 
  Chao Liu, Chuandong Li, Tingwen Huang, Chaojie Li:
  Stability of Hopfield neural networks with time delays and variable-time impulses. 195-202

Volume 22, Number 2, February 2013

Special Issue on ISNN2011

• 
  Stefano Squartini, Jinhu Lu, Qinglai Wei:
  The neural paradigm for complex systems: new algorithms and applications. 203-204
• 
  Dawei Gong, Huaguang Zhang, Zhanshan Wang, Bonan Huang:
  New global synchronization analysis for complex networks with coupling delay based on a useful inequality. 205-210
• 
  Zhanshan Wang, Enlin Zhang, Huaguang Zhang, Zhengyun Ren:
  Global stability analysis of multitime-scale neural networks. 211-217
• 
  Ding Wang, Derong Liu, Dongbin Zhao, Yuzhu Huang, Dehua Zhang:
  A neural-network-based iterative GDHP approach for solving a class of nonlinear optimal control problems with control constraints. 219-227
• 
  Ruizhuo Song, Huaguang Zhang:
  The finite-horizon optimal control for a class of time-delay affine nonlinear system. 229-235
• 
  Chonghui Song, Jinchun Ye:
  Robust receding horizon control of uncertain fuzzy systems. 237-247
• 
  Tian Lan, Qi Kang, Jing An, Wei Yan, Lei Wang:
  Sitting and sizing of aggregator controlled park for plug-in hybrid electric vehicle based on particle swarm optimization. 249-257
• 
  Ting Huang, Derong Liu:
  A self-learning scheme for residential energy system control and management. 259-269
• 
  Zhigang Liu, Wenfan Li, Wanlu Sun:
  A novel method of short-term load forecasting based on multiwavelet transform and multiple neural networks. 271-277
• 
  Dianwei Qian, Dongbin Zhao, Jianqiang Yi, Xiangjie Liu:
  Neural sliding-mode load frequency controller design of power systems. 279-286
• 
  Haibo He, Yuan Cao, Yi Cao, Jinyu Wen:
  Ensemble learning for wind profile prediction with missing values. 287-294
• 
  Xin Song, Jinkuan Wang, Bin Wang:
  Robust blind adaptive beamforming under double constraints. 295-302
• 
  Jingyi Qu, Rubin Wang, Ying Du:
  An improved selective attention model considering orientation preferences. 303-311
• 
  Xiong Chen, Yingying Kong, Xiang Fang, Qidi Wu:
  A fast two-stage ACO algorithm for robotic path planning. 313-319
• 
  Hairong Dong, Shigen Gao, Bin Ning, Li Li:
  Extended fuzzy logic controller for high speed train. 321-328
• 
  Hui Wang, Xiaofang Yuan, Yaonan Wang, Yimin Yang:
  Harmony search algorithm-based fuzzy-PID controller for electronic throttle valve. 329-336
• 
  Atabak Nejadfard, Mohammad Javad Yazdanpanah, Iraj Hassanzadeh:
  Friction compensation of double inverted pendulum on a cart using locally linear neuro-fuzzy model. 337-347
• 
  Guoquan Liu, Simon X. Yang, Yi Chai, Wei Feng, Wei Fu:
  Robust stability criteria for uncertain stochastic neural networks of neutral-type with interval time-varying delays. 349-359
• 
  Mansour Sheikhan, Reza Shahnazi, Sahar Garoucy:
  Synchronization of general chaotic systems using neural controllers with application to secure communication. 361-373
• 
  Xing He, Chuandong Li, Yonglu Shu:
  Fold-flip bifurcation analysis on a class of discrete-time neural network. 375-381
• 
  Adem Alpaslan Altun, Mehmet Akif Sahman:
  Cost optimization of mixed feeds with the particle swarm optimization method. 383-390
• 
  Yantao Li, Di Xiao, Shaojiang Deng, Gang Zhou:
  Improvement and performance analysis of a novel hash function based on chaotic neural network. 391-402
• 
  Ercan Senyigit:
  Supplier selection and purchase problem for multi-echelon defective supply chain system with stochastic demand. 403-415

Volume 22, Numbers 3-4, March 2013

Special Issue on Extreme Learning Machines Theory & Applications

• 
  Yuan Lan, Zongjiang Hu, Yeng Chai Soh, Guang-Bin Huang:
  An extreme learning machine approach for speaker recognition. 417-425
• 
  Rui Nian, Bo He, Amaury Lendasse:
  3D object recognition based on a geometrical topology model and extreme learning machine. 427-433
• 
  Jucheng Yang, Shan Juan Xie, Sook Yoon, Dong Sun Park, Zhijun Fang, Shouyuan Yang:
  Fingerprint matching based on extreme learning machine. 435-445
• 
  Wenbin Zheng, Yuntao Qian, Huijuan Lu:
  Text categorization based on regularization extreme learning machine. 447-456
• 
  Kevin Lee, Zhihong Man, Dianhui Wang, Zhenwei Cao:
  Classification of bioinformatics dataset using finite impulse response extreme learning machine for cancer diagnosis. 457-468
• 
  Ee-May Kan, Meng-Hiot Lim, Yew-Soon Ong, Ah-Hwee Tan, Swee-Ping Yeo:
  Extreme learning machine terrain-based navigation for unmanned aerial vehicles. 469-477
• 
  Hai Wang, Gang Qian, Xiang-Qian Feng:
  Predicting consumer sentiments using online sequential extreme learning machine and intuitionistic fuzzy sets. 479-489
• 
  Ishaq Gul Muhammad, Kemal E. Tepe, Esam Abdel-Raheem:
  QAM equalization and symbol detection in OFDM systems using extreme learning machine. 491-500
• 
  Yan Xu, Yuanyu Dai, Zhao Yang Dong, Rui Zhang, Ke Meng:
  Extreme learning machine-based predictor for real-time frequency stability assessment of electric power systems. 501-508
• 
  Lijie Zhao, Dianhui Wang, Tianyou Chai:
  Estimation of effluent quality using PLS-based extreme learning machines. 509-519
• 
  Wentao Mao, Mei Tian, Xizheng Cao, Jiucheng Xu:
  Model selection of extreme learning machine based on multi-objective optimization. 521-529
• 
  Bin Li, Yibin Li, Xuewen Rong:
  The extreme learning machine learning algorithm with tunable activation function. 531-539
• 
  Zhixiang Chen, Hou-Ying Zhu, Yuguang Wang:
  A modified extreme learning machine with sigmoidal activation functions. 541-550
• 
  Xueyi Liu, Ping Li, Chuanhou Gao:
  Symmetric extreme learning machine. 551-558
• 
  S. Balasundaram, Kapil:
  On extreme learning machine for ε-insensitive regression in the primal by Newton method. 559-567
• 
  Jun-Seok Lim, Seokjin Lee, Hee-Suk Pang:
  Low complexity adaptive forgetting factor for online sequential extreme learning machine (OS-ELM) for application to nonstationary system estimations. 569-576
• 
  Hai-Jun Rong, Guang-She Zhao:
  Direct adaptive neural control of nonlinear systems with extreme learning machine. 577-586
• 
  Xingguo Song, Haibo Gao, Liang Ding, Deyou Liu, Minghui Hao:
  The globally asymptotic stability analysis for a class of recurrent neural networks with delays. 587-595
• 
  José de Jesús Rubio, Floriberto Ortiz Rodriguez, Carlos-Roman Mariaca-Gaspar, Julio César Tovar:
  A method for online pattern recognition of abnormal eye movements. 597-605
• 
  Jie Xiu, Shiyu Wang, Yan Xiu:
  Fuzzy adaptive single neuron NN control of brushless DC motor. 607-613
• 
  Hossein Pazhoumand-dar, Mahdi Yaghoobi:
  A new approach in road sign recognition based on fast fractal coding. 615-625
• 
  Bing Li, Peilin Zhang, Shuang-shan Mi, Peng-yuan Liu, Dongsheng Liu:
  Applying the fuzzy lattice neurocomputing (FLN) classifier model to gear fault diagnosis. 627-636
• 
  R. Sudhakaran, V. Vel Murugan, P. S. Sivasakthivel, M. Balaji:
  Prediction and optimization of depth of penetration for stainless steel gas tungsten arc welded plates using artificial neural networks and simulated annealing algorithm. 637-649
• 
  Chih-Ming Hsu:
  A hybrid procedure with feature selection for resolving stock/futures price forecasting problems. 651-671
• 
  Paulo Rodrigo Cavalin, Robert Sabourin, Ching Y. Suen:
  Dynamic selection approaches for multiple classifier systems. 673-688
• 
  (Withdrawn) ANFIS-based prediction of the compressive strength of geopolymers with seeded fly ash and rice husk-bark ash. 689-701
• 
  Jae Pil Hwang, Baehoon Choi, In Wha Hong, Euntai Kim:
  Multiclass Lagrangian support vector machine. 703-710
• 
  Yousef Farid, Nooshin Bigdeli:
  Inverse optimality in the class of Hopfield neural networks with input nonlinearity. 711-717
• 
  (Withdrawn) Artificial neural networks to prediction total specific pore volume of geopolymers produced from waste ashes. 719-729
• 
  (Withdrawn) Application of artificial neural networks for analytical modeling of Charpy impact energy of functionally graded steels. 731-745
• 
  Yang Cui, Yan-Jun Liu, Dong-Juan Li:
  Robust adaptive NN control for a class of uncertain discrete-time nonlinear MIMO systems. 747-754
• 
  O. Hasançebi, T. Dumlupinar:
  A neural network approach for approximate force response analyses of a bridge population. 755-769
• 
  Jun-Bao Li, Wen-He Sun, Yun-Heng Wang, Lin-Lin Tang:
  3D model classification based on nonparametric discriminant analysis with kernels. 771-781
• 
  Su-Mei Lin:
  Analysis of service satisfaction in web auction logistics service using a combination of Fruit fly optimization algorithm and general regression neural network. 783-791
• 
  Yonggang He, Nong Sang:
  Multi-ring local binary patterns for rotation invariant texture classification. 793-802
• 
  Guoqiang Li, Peifeng Niu:
  An enhanced extreme learning machine based on ridge regression for regression. 803-810
• 
  Wen-Chin Chen, Kai-Ping Liu, Binghui Liu, Tung-Tsan Lai:
  Optimization of optical design for developing an LED lens module. 811-823
• 
  Yonghua Zhou:
  Fuzzy indirect adaptive control using SVM-based multiple models for a class of nonlinear systems. 825-833

Volume 22, Number 5, April 2013

• 
  Mansour Sheikhan, Reza Shahnazi, Sahar Garoucy:
  Hyperchaos synchronization using PSO-optimized RBF-based controllers to improve security of communication systems. 835-846
• 
  (Withdrawn) Prediction microhardness profile of functionally graded steels by ANFIS. 847-858
• 
  Nurettin Acir, Yasemin Erkan, Yemen Alev Bahtiyar:
  Auditory brainstem response classification for threshold detection using estimated evoked potential data: comparison with ensemble averaged data. 859-867
• 
  Erdem Dogan, Ali Payidar Akgüngör:
  Forecasting highway casualties under the effect of railway development policy in Turkey using artificial neural networks. 869-877
• 
  (Withdrawn) Artificial neural network to predict the effect of heat treatments on Vickers microhardness of low-carbon Nb microalloyed steels. 879-888
• 
  Antonino Fiannaca, Giuseppe Di Fatta, Riccardo Rizzo, Alfonso Urso, Salvatore Gaglio:
  Simulated annealing technique for fast learning of SOM networks. 889-899
• 
  Li-Fei Chen:
  An improved negative selection approach for anomaly detection: with applications in medical diagnosis and quality inspection. 901-910
• 
  Ryotaro Kamimura:
  Repeated comprehensibility maximization in competitive learning. 911-932
• 
  Mansour Sheikhan, Reza Shahnazi, Ehsan Hemmati:
  Adaptive active queue management controller for TCP communication networks using PSO-RBF models. 933-945
• 
  Xiong-Jun Wu, Guan-Cheng Jiang, Xiaojun Wang, Na Fang, Lin Zhao, Ying-Min Ma, Shao-Jie Luo:
  Prediction of reservoir sensitivity using RBF neural network with trainable radial basis function. 947-953
• 
  Stanislaw Duer:
  Applications of an artificial intelligence for servicing of a technical object. 955-968
• 
  Yimin Yang, Yaonan Wang, Xiaofang Yuan, Youhui Chen, Lei Tan:
  Neural network-based self-learning control for power transmission line deicing robot. 969-986
• 
  Sabah S. Fayaed, Ahmed El-Shafie, Othman Jaafar:
  Adaptive neuro-fuzzy inference system-based model for elevation-surface area-storage interrelationships. 987-998
• 
  Xinjun Peng, Dong Xu:
  Robust minimum class variance twin support vector machine classifier. 999-1011
• 
  D. Jude Hemanth, C. Kezi Selva Vijila, A. Immanuel Selvakumar, J. Anitha:
  Distance metric-based time-efficient fuzzy algorithm for abnormal magnetic resonance brain image segmentation. 1013-1022
• 
  Jun Zheng, Furao Shen, Hongjun Fan, Jinxi Zhao:
  An online incremental learning support vector machine for large-scale data. 1023-1035
• 
  Ebubekir Inan, Mehmet Ali Öztürk:
  Erratum to: Fuzzy soft rings and fuzzy soft ideals. 1037

Volume 22, Number Supplement-1, May 2013

• 
  Maryam Tayefeh Mahmoudi, Fattaneh Taghiyareh, Nafiseh Forouzideh, Caro Lucas:
  Evolving artificial neural network structure using grammar encoding and colonial competitive algorithm. 1-16
• 
  Linkai Luo, Xiao-Dong Zhang, Hong Peng, Weihang Lv, Yan Zhang:
  A new pruning method for decision tree based on structural risk of leaf node. 17-26
• 
  Adem Alpaslan Altun:
  A combination of Genetic Algorithm, Particle Swarm Optimization and Neural Network for palmprint recognition. 27-33
• 
  Farzaneh Keyvanfard, Mahdi Aliyari Shoorehdeli, Mohammad Teshnehlab, Ke Nie, Min-Ying Su:
  Specificity enhancement in classification of breast MRI lesion based on multi-classifier. 35-45
• 
  A. Samir Elons, Magdy Aboull-Ela, Mohamed Fahmy Tolba:
  Neutralizing lighting non-homogeneity and background size in PCNN image signature for Arabic Sign Language recognition. 47-53
• 
  R. Rakkiyappan, Chandrasekar Pradeep, A. Vinodkumar, Fathalla A. Rihan:
  Dynamic analysis for high-order Hopfield neural networks with leakage delay and impulsive effects. 55-73
• 
  Yang Wang, Chao Chen, Xuefeng Yan:
  Structure and weight optimization of neural network based on CPA-MLR and its application in naphtha dry point soft sensor. 75-82
• 
  Zafer Erenel, Hakan Altinçay:
  Improving the precision-recall trade-off in undersampling-based binary text categorization using unanimity rule. 83-100
• 
  Chao Chen, Xuefeng Yan:
  Transforming input variables for RBFN based on PCA-ASH multivariate correlation analysis and its application. 101-111
• 
  Primoz Potocnik, Tomaz Berlec, Marko Starbek, Edvard Govekar:
  Self-organizing neural network-based clustering and organization of production cells. 113-124
• 
  Feng Li, Xiaoqiang Liu:
  The dynamic model of lateral inhibition network and it is application. 125-131
• 
  Tofigh Allahviranloo, Masoume Khezerloo, O. Sedaghatfar, Soheil Salahshour:
  Toward the existence and uniqueness of solutions of second-order fuzzy volterra integro-differential equations with fuzzy kernel. 133-141
• 
  James N. K. Liu, Yan-Xing Hu:
  Application of feature-weighted Support Vector regression using grey correlation degree to stock price forecasting. 143-152
• 
  Zhixia Yang, Yuan-Hai Shao, Xiang-Sun Zhang:
  Multiple birth support vector machine for multi-class classification. 153-161
• 
  Abdolhossein Fathi, Ahmad Reza Naghsh-Nilchi:
  Integrating adaptive neuro-fuzzy inference system and local binary pattern operator for robust retinal blood vessels segmentation. 163-174
• 
  Chihang Zhao, Bailing Zhang, Xiaozheng Zhang, Sanqiang Zhao, Hanxi Li:
  Recognition of driving postures by combined features and random subspace ensemble of multilayer perceptron classifiers. 175-184
•