Volume 18, Number 1, January 2009

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  Larry Medsker: Editorial. 1
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  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

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  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

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  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

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  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

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  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

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  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

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  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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