Journal: Neural Computing and Applications

Volume 18, Issue 8

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

Volume 18, Issue 7

653 -- 662Elif Derya Ãœbeyli. Detecting variabilities of ECG signals by Lyapunov exponents
663 -- 674Dima Stopel, Robert Moskovitch, Zvi Boger, Yuval Shahar, Yuval Elovici. Using artificial neural networks to detect unknown computer worms
675 -- 0Lei Gu, Hui-Zhong Wu. Applying a novel decision rule to the sphere-structured support vector machines algorithm
677 -- 687Izabela Szczurowska, Wieslawa Kuniszyk-Józkowiak, Elzbieta Smolka. Speech nonfluency detection using Kohonen networks
689 -- 706Jyh-shyan Lan, Victor L. Berardi, B. Eddy Patuwo, Michael Y. Hu. A joint investigation of misclassification treatments and imbalanced datasets on neural network performance
707 -- 717Paris A. Mastorocostas, Constantinos S. Hilas. A block-diagonal recurrent fuzzy neural network for system identification
719 -- 729Xiao Zhi Gao, Seppo J. Ovaska, X. Wang, M.-Y. Chow. Clonal optimization-based negative selection algorithm with applications in motor fault detection
731 -- 748Zhixia Yang, Yingjie Tian, Naiyang Deng. Leave-one-out bounds for support vector ordinal regression machine
749 -- 757Cheng-Yuan Chang, Tung-Chien Chiang. Overhead cranes fuzzy control design with deadzone compensation
759 -- 768XuLei Yang, Qing Song, Yi-Lei Wu, Aize Cao. A novel pruning approach for robust data clustering
769 -- 779Shiwei Yu, Kejun Zhu, Si-wei Gao. A hybrid MPSO-BP structure adaptive algorithm for RBFNs
781 -- 790Chih-Min Lin, Chun-Fei Hsu, Chao-Ming Chung. RCMAC-based adaptive control design for brushless DC motors
791 -- 800Roy Kwang Yang Chang, Chu Kiong Loo, M. V. C. Rao. Enhanced probabilistic neural network with data imputation capabilities for machine-fault classification
801 -- 811Do-Hyeon Kim, Kwang-Baek Kim, Eui-Young Cha. Fuzzy truck control scheme for obstacle avoidance
813 -- 820Guo-Zheng Li, Hao-Hua Meng, Mary Qu Yang, Jack Y. Yang. Combining support vector regression with feature selection for multivariate calibration
821 -- 832Maosen Cao, Pizhong Qiao, Qingwen Ren. Improved hybrid wavelet neural network methodology for time-varying behavior prediction of engineering structures
833 -- 841Yi-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
843 -- 860Clodoaldo Ap. M. Lima, André L. V. Coelho, Fernando J. Von Zuben. Pattern classification with mixtures of weighted least-squares support vector machine experts

Volume 18, Issue 6

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

Volume 18, Issue 5

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

Volume 18, Issue 4

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

Volume 18, Issue 3

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

Volume 18, Issue 2

105 -- 108Loris Nanni, Alessandra Lumini. Particle swarm optimization for ensembling generation for evidential k-nearest-neighbour classifier
109 -- 113Luca Grilli, Angelo Sfrecola. A neural networks approach to minority game
115 -- 125Chun-Fei Hsu. Adaptive recurrent neural network control using a structure adaptation algorithm
127 -- 133Mounir Ben Nasr, Mohamed Chtourou. A fuzzy neighborhood-based training algorithm for feedforward neural networks
135 -- 140D. Venkatesan, K. Kannan, R. Saravanan. A genetic algorithm-based artificial neural network model for the optimization of machining processes
141 -- 155Tae Hyung Kim, Il Kyu Eom, Yoo Shin Kim. Multiscale Bayesian texture segmentation using neural networks and Markov random fields
157 -- 174Mahdi Aliyari Shoorehdeli, Mohammad Teshnehlab, Ali Khaki Sedigh. Identification using ANFIS with intelligent hybrid stable learning algorithm approaches
175 -- 183George G. Cabral, Adriano L. I. Oliveira, Carlos B. G. Cahu. Combining nearest neighbor data description and structural risk minimization for one-class classification
185 -- 192Loris Nanni, Alessandra Lumini. Machine learning multi-classifiers for peptide classification
193 -- 205István Juhos, László Makra, Balázs Tóth. 2 concentrations in Szeged, Hungary

Volume 18, Issue 1

1 -- 0Larry Medsker. Editorial
3 -- 14Mizuki Ihara, Shin-ichi Maeda, Shin Ishii. Solo instrumental music analysis using the source-filter model as a sound production model considering temporal dynamics
15 -- 24Cristina Oliveira, Petia Georgieva, Fernando Rocha, Sebastião Feyo de Azevedo. Artificial neural networks for modeling in reaction process systems
25 -- 35Aloísio Carlos de Pina, Gerson Zaverucha. Applying REC analysis to ensembles of particle filters
37 -- 44A. G. Malliaris, Mary Malliaris. Modeling Federal Funds rates: a comparison of four methodologies
45 -- 55Isar Nejadgholi, Seyyed Ali Seyyedsalehi. Nonlinear normalization of input patterns to speaker variability in speech recognition neural networks
57 -- 64Katherine Siakavara. Artificial neural network based design of a three-layered microstrip circular ring antenna with specified multi-frequency operation
65 -- 75Marvin Oliver Schneider, João Luís Garcia Rosa. Application and development of biologically plausible neural networks in a multiagent artificial life system
77 -- 85Seda Postalcioglu, Kadir Erkan. Soft computing and signal processing based active fault tolerant control for benchmark process
87 -- 91Loris Nanni, Alessandra Lumini. A multi-matcher system based on knuckle-based features
93 -- 103Chun-Fei Hsu. Design of intelligent power controller for DC-DC converters using CMAC neural network