Neural Computing and Applications, Volume 18

Volume 18, Number 1, January 2009

• Larry Medsker:
  Editorial. 1
  
• Mizuki Ihara, Shin-ichi Maeda, Shin Ishii:
  Solo instrumental music analysis using the source-filter model as a sound production model considering temporal dynamics. 3-14
  
• Cristina Oliveira, Petia Georgieva, Fernando Rocha, Sebastião Feyo de Azevedo:
  Artificial neural networks for modeling in reaction process systems. 15-24
  
• Aloísio Carlos de Pina, Gerson Zaverucha:
  Applying REC analysis to ensembles of particle filters. 25-35
  
• A. G. Malliaris, Mary Malliaris:
  Modeling Federal Funds rates: a comparison of four methodologies. 37-44
  
• Isar Nejadgholi, Seyyed Ali Seyyedsalehi:
  Nonlinear normalization of input patterns to speaker variability in speech recognition neural networks. 45-55
  
• Katherine Siakavara:
  Artificial neural network based design of a three-layered microstrip circular ring antenna with specified multi-frequency operation. 57-64
  
• Marvin Oliver Schneider, João Luís Garcia Rosa:
  Application and development of biologically plausible neural networks in a multiagent artificial life system. 65-75
  
• Seda Postalcioglu, Kadir Erkan:
  Soft computing and signal processing based active fault tolerant control for benchmark process. 77-85
  
• Loris Nanni, Alessandra Lumini:
  A multi-matcher system based on knuckle-based features. 87-91
  
• Chun-Fei Hsu:
  Design of intelligent power controller for DC-DC converters using CMAC neural network. 93-103
  

Volume 18, Number 2, February 2009

• Loris Nanni, Alessandra Lumini:
  Particle swarm optimization for ensembling generation for evidential k-nearest-neighbour classifier. 105-108
  
• Luca Grilli, Angelo Sfrecola:
  A neural networks approach to minority game. 109-113
  
• Chun-Fei Hsu:
  Adaptive recurrent neural network control using a structure adaptation algorithm. 115-125
  
• Mounir Ben Nasr, Mohamed Chtourou:
  A fuzzy neighborhood-based training algorithm for feedforward neural networks. 127-133
  
• D. Venkatesan, K. Kannan, R. Saravanan:
  A genetic algorithm-based artificial neural network model for the optimization of machining processes. 135-140
  
• Tae-Hyung Kim, Il Kyu Eom, Yoo Shin Kim:
  Multiscale Bayesian texture segmentation using neural networks and Markov random fields. 141-155
  
• Mahdi Aliyari Shoorehdeli, Mohammad Teshnehlab, Ali Khaki Sedigh:
  Identification using ANFIS with intelligent hybrid stable learning algorithm approaches. 157-174
  
• George G. Cabral, Adriano L. I. Oliveira, Carlos B. G. Cahu:
  Combining nearest neighbor data description and structural risk minimization for one-class classification. 175-183
  
• Loris Nanni, Alessandra Lumini:
  Machine learning multi-classifiers for peptide classification. 185-192
  
• István Juhos, László Makra, Balázs Tóth:
  The behaviour of the multi-layer perceptron and the support vector regression learning methods in the prediction of NO and NO₂ concentrations in Szeged, Hungary. 193-205
  

Volume 18, Number 3, April 2009

• Fatih Onur Hocaoglu, Yusuf Oysal, Mehmet Kurban:
  Missing wind data forecasting with adaptive neuro-fuzzy inference system. 207-212
  
• Jason J. Jung:
  Using evolution strategy for cooperative focused crawling on semantic web. 213-221
  
• Weiming Dong, Ning Zhou, Jean-Claude Paul:
  Robust tile-based texture synthesis using artificial immune system. 223-235
  
• H. D. Cheng, Xiaopeng Cai, Rui Min:
  A novel approach to color normalization using neural network. 237-247
  
• Weibao Zou, Yan Li, Arthur Tang:
  Effects of the number of hidden nodes used in a structured-based neural network on the reliability of image classification. 249-260
  
• Louis Massey:
  Discovery of hierarchical thematic structure in text collections with adaptive resonance theory. 261-273
  
• Lei Gu, Hui-Zhong Wu:
  Applying a novel decision rule to the sphere-structured support vector machines algorithm. 275-282
  
• Georgina Stegmayer, Omar Chiotti:
  Volterra NN-based behavioral model for new wireless communications devices. 283-291
  
• Jin Tian, Minqiang Li, Fuzan Chen:
  A hybrid classification algorithm based on coevolutionary EBFNN and domain covering method. 293-308
  

Volume 18, Number 4, May 2009

• Adnan Khashman:
  Application of an emotional neural network to facial recognition. 309-320
  
• Xiao Zhi Gao, Seppo J. Ovaska, Xiaolei Wang:
  A linguistic information feed-back-based dynamical fuzzy system (LIFBDFS) with learning algorithm. 321-329
  
• Ralf Östermark:
  Geno-mathematical identification of the multi-layer perceptron. 331-344
  
• Tao Lu, Martti Viljanen:
  Prediction of indoor temperature and relative humidity using neural network models: model comparison. 345-357
  
• Dilek Funda Kurtulus:
  Ability to forecast unsteady aerodynamic forces of flapping airfoils by artificial neural network. 359-368
  
• Lukasz Wiklendt, Stephan K. Chalup, Rick Middleton:
  A small spiking neural network with LQR control applied to the acrobot. 369-375
  
• Lihua Feng, Weihu Hong:
  Classification error of multilayer perceptron neural networks. 377-380
  
• Shiaw-Wu Chen, Chih-Wei Jen, Ann-Chen Chang:
  High-resolution DOA estimation based on independent noise component for correlated signal sources. 381-385
  
• Shing Chiang Tan, M. V. C. Rao, Chee Peng Lim:
  An online pruning strategy for supervised ARTMAP-based neural networks. 387-395
  
• Huaqing Wang, Peng Chen:
  Intelligent diagnosis method for a centrifugal pump using features of vibration signals. 397-405
  

Volume 18, Number 5, June 2009

• Zeng-Guang Hou, Zhigang Zeng, Changyin Sun:
  Editorial to special issue: computational intelligence for optimization, modeling and control. 407-408
  
• Hong Zhang, Masumi Ishikawa:
  Characterization of particle swarm optimization with diversive curiosity. 409-415
  
• Zhanquan Sun, Yinglong Wang:
  Traffic congestion identification by combining PCA with higher-order Boltzmann machine. 417-422
  
• Michael M. Li, William W. Guo, Brijesh Verma, Kevin Tickle, John O'Connor:
  Intelligent methods for solving inverse problems of backscattering spectra with noise: a comparison between neural networks and simulated annealing. 423-430
  
• André Cyr, Mounir Boukadoum, Pierre Poirier:
  AI-SIMCOG: a simulator for spiking neurons and multiple animats' behaviours. 431-446
  
• Yongwei Li, Zhenyu Wang, Xingde Han, Yalun Li:
  High-voltage equipment condition monitoring and diagnosis system based on information fusion. 447-453
  
• Ning Chen, Fuchun Sun, Linge Ding, Hongqiao Wang:
  An adaptive PNN-DS approach to classification using multi-sensor information fusion. 455-467
  
• Vishy Karri, Tien Nhut Ho:
  Predictive models for emission of hydrogen powered car using various artificial intelligent tools. 469-476
  
• Wen Yao, Xiaoqian Chen, Wencai Luo:
  A gradient-based sequential radial basis function neural network modeling method. 477-484
  
• Dirk Gorissen, Luciano De Tommasi, Karel Crombecq, Tom Dhaene:
  Sequential modeling of a low noise amplifier with neural networks and active learning. 485-494
  
• Hongbo Wang, Ke Yu, Bingyi Mao:
  Self-localization and obstacle avoidance for a mobile robot. 495-506
  
• Zhaowan Sun, Ju Liu, Jiande Sun, Xinghua Sun, Jie Ling:
  A motion location based video watermarking scheme using ICA to extract dynamic frames. 507-514
  
• Fengli Ren, Jinde Cao:
  Anti-synchronization of stochastic perturbed delayed chaotic neural networks. 515-521
  

Volume 18, Number 6, September 2009

• Waratt Rattasiri, Saman K. Halgamuge, Nalin Wickramarachchi:
  Structure adaptation of hierarchical knowledge-based classifiers. 523-537
  
• M. P. S. Chawla:
  A comparative analysis of principal component and independent component techniques for electrocardiograms. 539-556
  
• Roman M. Balabin, Ravilya Z. Safieva, Ekaterina I. Lomakina:
  Universal technique for optimization of neural network training parameters: gasoline near infrared data example. 557-565
  
• Chih-Min Lin, Chin-Hsu Leng, Chun-Fei Hsu, Chiu-Hsiung Chen:
  Robust neural network control system design for linear ultrasonic motor. 567-575
  
• Yi Sun, Mark Robinson, Rod Adams, Rene te Boekhorst, Alistair G. Rust, Neil Davey:
  Integrating genomic binding site predictions using real-valued meta classifiers. 577-590
  
• Shigeru Kubota, Kosuke Hamaguchi, Kazuyuki Aihara:
  Local excitation solutions in one-dimensional neural fields by external input stimuli. 591-602
  
• Jun-Bao Li, Jeng-Shyang Pan, Zhe-Ming Lu:
  Kernel optimization-based discriminant analysis for face recognition. 603-612
  
• Jun-Bao Li, Jeng-Shyang Pan, Zhe-Ming Lu:
  Face recognition using Gabor-based complete Kernel Fisher Discriminant analysis with fractional power polynomial models. 613-621
  
• José de Jesús Rubio, Wen Yu, Andrés Ferreyra:
  Neural network training with optimal bounded ellipsoid algorithm. 623-631
  
• José de Jesús Rubio, Jaime Pacheco:
  An stable online clustering fuzzy neural network for nonlinear system identification. 633-641
  
• M. Liu, S. M. Lo, B. Q. Hu, C. M. Zhao:
  On the use of fuzzy synthetic evaluation and optimal classification for computing fire risk ranking of buildings. 643-652
  

Volume 18, Number 7, October 2009

• Elif Derya Übeyli:
  Detecting variabilities of ECG signals by Lyapunov exponents. 653-662
  
• Dima Stopel, Robert Moskovitch, Zvi Boger, Yuval Shahar, Yuval Elovici:
  Using artificial neural networks to detect unknown computer worms. 663-674
  
• Lei Gu, Hui-Zhong Wu:
  Applying a novel decision rule to the sphere-structured support vector machines algorithm. 675
  
• Izabela Szczurowska, Wieslawa Kuniszyk-Józkowiak, Elzbieta Smolka:
  Speech nonfluency detection using Kohonen networks. 677-687
  
• Jyhshyan Lan, Victor L. Berardi, B. Eddy Patuwo, Michael Y. Hu:
  A joint investigation of misclassification treatments and imbalanced datasets on neural network performance. 689-706
  
• Paris A. Mastorocostas, Constantinos S. Hilas:
  A block-diagonal recurrent fuzzy neural network for system identification. 707-717
  
• Xiao Zhi Gao, Seppo J. Ovaska, Xiaolei Wang, Mo-Yuen Chow:
  Clonal optimization-based negative selection algorithm with applications in motor fault detection. 719-729
  
• Zhixia Yang, Yingjie Tian, Naiyang Deng:
  Leave-one-out bounds for support vector ordinal regression machine. 731-748
  
• Cheng-Yuan Chang, Tung-Chien Chiang:
  Overhead cranes fuzzy control design with deadzone compensation. 749-757
  
• XuLei Yang, Qing Song, Yi-Lei Wu, Aize Cao:
  A novel pruning approach for robust data clustering. 759-768
  
• Shiwei Yu, Kejun Zhu, Si-wei Gao:
  A hybrid MPSO-BP structure adaptive algorithm for RBFNs. 769-779
  
• Chih-Min Lin, Chun-Fei Hsu, Chao-Ming Chung:
  RCMAC-based adaptive control design for brushless DC motors. 781-790
  
• Roy Kwang Yang Chang, Chu Kiong Loo, M. V. C. Rao:
  Enhanced probabilistic neural network with data imputation capabilities for machine-fault classification. 791-800
  
• Do-Hyeon Kim, Kwang-Baek Kim, Eui-Young Cha:
  Fuzzy truck control scheme for obstacle avoidance. 801-811
  
• Guo-Zheng Li, Hao-Hua Meng, Mary Qu Yang, Jack Y. Yang:
  Combining support vector regression with feature selection for multivariate calibration. 813-820
  
• Maosen Cao, Pizhong Qiao, Qingwen Ren:
  Improved hybrid wavelet neural network methodology for time-varying behavior prediction of engineering structures. 821-832
  
• Yi-Hui Liang:
  Combining seasonal time series ARIMA method and neural networks with genetic algorithms for predicting the production value of the mechanical industry in Taiwan. 833-841
  
• Clodoaldo Ap. M. Lima, André L. V. Coelho, Fernando J. Von Zuben:
  Pattern classification with mixtures of weighted least-squares support vector machine experts. 843-860
  

Volume 18, Number 8, November 2009

• Meiqin Liu:
  Stability analysis of discrete-time recurrent neural networks based on standard neural network models. 861-874
  
• Wei Wang, Bo Yu:
  Text categorization based on combination of modified back propagation neural network and latent semantic analysis. 875-881
  
• Muzhou Hou, Xuli Han, Yixuan Gan:
  Constructive approximation to real function by wavelet neural networks. 883-889
  
• Maria Paula da Costa Couto:
  Review of input determination techniques for neural network models based on mutual information and genetic algorithms. 891-901
  
• Bijan Davvaz, Osman Kazanci, Sultan Yamak:
  Interval-valued fuzzy n-ary subhypergroups of n-ary hypergroups. 903-911
  
• Ling-Bing Tang, Huan-Ye Sheng, Ling-Xiao Tang:
  GARCH prediction using spline wavelet support vector machine. 913-917
  
• Gao Guo, Jiang-She Zhang, Gai-Ying Zhang:
  A method to sparsify the solution of support vector regression. 919-926
  
• J. Hu, J. Chen, S. Sundararaman, K. Chandrashekhara:
  Finite element analysis of V-ribbed belt/pulley system with pulley misalignment using a neural-network-based material model. 927-938
  
• Nader Fallah, Hong Gu, Kazem Mohammad, Seyyed Ali Seyyedsalehi, Keramat Nourijelyani, Mohammad Reza Eshraghian:
  Nonlinear Poisson regression using neural networks: a simulation study. 939-943
  
• Seema N. Pandey, Shashikala Tapaswi, Laxmi Srivastava:
  Growing RBFNN-based soft computing approach for congestion management. 945-955
  
• Xiaoqin Zeng, Jing Shao, Yingfeng Wang, Shuiming Zhong:
  A sensitivity-based approach for pruning architecture of Madalines. 957-965
  
• Sang Soo Kim, Yoo Shin Kim, Il Kyu Eom:
  Image interpolation using MLP neural network with phase compensation of wavelet coefficients. 967-977
  
• Jamuna Kanta Sing, Sweta Thakur, Dipak Kumar Basu, Mita Nasipuri, Mahantapas Kundu:
  High-speed face recognition using self-adaptive radial basis function neural networks. 979-990
  
• Masoud Mirmomeni, Caro Lucas, Masoud Shafiee, Babak Nadjar Araabi, Elaheh Kamaliha:
  Fuzzy descriptor systems and spectral analysis for chaotic time series prediction. 991-1004
  
• Wen-Tsao Pan:
  Forecasting classification of operating performance of enterprises by ZSCORE combining ANFIS and genetic algorithm. 1005-1011
  
• Xuehua Li, Lan Shu, Hongli Hu:
  Kernel-based nonlinear dimensionality reduction for electrocardiogram recognition. 1013-1020
  
• Francesco Camastra, Maurizio Filippone:
  A comparative evaluation of nonlinear dynamics methods for time series prediction. 1021-1029
  
• Hanifi Çanakçi, Adil Baykasoglu, Hamza Güllü:
  Prediction of compressive and tensile strength of Gaziantep basalts via neural networks and gene expression programming. 1031-1041
  
• Mu-Chun Su, Yu-Xiang Zhao:
  A variant of the SOM algorithm and its interpretation in the viewpoint of social influence and learning. 1043-1055
  
• Otávio Augusto S. Carpinteiro, Isaías Lima, Edmilson M. Moreira, Carlos A. M. Pinheiro, Enzo Seraphim, J. Vantuil L. Pinto:
  A hierarchical hybrid neural model with time integrators in long-term load forecasting. 1057-1063
  

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