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Neural Computing and Applications, Volume 18
Volume 18, Number 1, January 2009
- Larry R. 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
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
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
Multiscale Bayesian texture segmentation using neural networks and Markov random fields. 141-155 - Mahdi Aliyari Shoorehdeli
Identification using ANFIS with intelligent hybrid stable learning algorithm approaches. 157-174 - George G. Cabral, Adriano L. I. Oliveira
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
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 - Heng-Da Cheng, Xiaopeng Cai, Rui Min:
A novel approach to color normalization using neural network. 237-247 - Weibao Zou
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, Huizhong Wu:
Applying a novel decision rule to the sphere-structured support vector machines algorithm. 275-282 - Georgina Stegmayer
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
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
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
An online pruning strategy for supervised ARTMAP-based neural networks. 387-395 - Huaqing Wang
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
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
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
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
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
Local excitation solutions in one-dimensional neural fields by external input stimuli. 591-602 - Jun-Bao Li, Jeng-Shyang Pan
Kernel optimization-based discriminant analysis for face recognition. 603-612 - Jun-Bao Li, Jeng-Shyang Pan
Face recognition using Gabor-based complete Kernel Fisher Discriminant analysis with fractional power polynomial models. 613-621 - José de Jesús Rubio
Neural network training with optimal bounded ellipsoid algorithm. 623-631 - José de Jesús Rubio
An stable online clustering fuzzy neural network for nonlinear system identification. 633-641 - M. Liu, Siuming Lo
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
Using artificial neural networks to detect unknown computer worms. 663-674 - Lei Gu, Huizhong Wu:
Applying a novel decision rule to the sphere-structured support vector machines algorithm. 675 - Izabela Szczurowska, Wieslawa Kuniszyk-Józkowiak
Speech nonfluency detection using Kohonen networks. 677-687 - Jyhshyan Lan, Victor L. Berardi, Butje 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
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
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
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
Combining support vector regression with feature selection for multivariate calibration. 813-820 - Maosen Cao
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
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
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
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
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
A comparative evaluation of nonlinear dynamics methods for time series prediction. 1021-1029 - Hanifi Çanakçi, Adil Baykasoglu
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 Salgado Carpinteiro, Isaías Lima, Edmilson Marmo Moreira
A hierarchical hybrid neural model with time integrators in long-term load forecasting. 1057-1063
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