Neural Computing and Applications, Volume 16 (original) (raw)

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Volume 16, Number 1, January 2007

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    Trevor C. Bailey, Richard M. Everson, Jonathan E. Fieldsend, Wojtek J. Krzanowski, Derek Partridge, Vitaly Schetinin:
    Representing classifier confidence in the safety critical domain: an illustration from mortality prediction in trauma cases. 1-10
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    Zeshan Kurd, Tim Kelly, Jim Austin:
    Developing artificial neural networks for safety critical systems. 11-19
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    Ali G. Hessami:
    Safety management of complex technology. 21-25
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    Paul Turner:
    Automated product grade transitions, exposing the inherent and latent dangers of neural networks in manufacturing process control: an industrial case study. 27-32
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    Khamron Sunat, Chidchanok Lursinsap, Chee-Hung Henry Chu:
    The _p_-recursive piecewise polynomial sigmoid generators and first-order algorithms for multilayer tanh-like neurons. 33-47
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    T. Santhanam, C. P. Sumathi, K. S. Easwarakumar:
    Fingerprint minutiae filtering using ARTMAP. 49-55
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    Xun Liang:
    Removal of hidden neurons in multilayer perceptrons by orthogonal projection and weight crosswise propagation. 57-68
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    Raimondo Schettini, Silvia Zuffi:
    A computational strategy exploiting genetic algorithms to recover color surface reflectance functions. 69-79
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    Bertil Thomas, Mohsen Soleimani-Mohseni:
    Artificial neural network models for indoor temperature prediction: investigations in two buildings. 81-89
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    Ding-Li Yu, Ding-Wen Yu:
    A new structure adaptation algorithm for RBF networks and its application. 91-100

Volume 16, Number 2, February 2007

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    Nand Kishor, S. P. Singh:
    Nonlinear predictive control for a NNARX hydro plant model. 101-108
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    S. Gaerth Pierce, Keith Worden, Graeme Manson:
    Evaluation of neural network performance and generalisation using thresholding functions. 109-124
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    Bernhard Sick, Seppo J. Ovaska:
    Fusion of soft and hard computing: multi-dimensional categorization of computationally intelligent hybrid systems. 125-137
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    Erhan Kenan Çeven, Sezai Tokat, Özcan Özdemir:
    Prediction of chenille yarn and fabric abrasion resistance using radial basis function neural network models. 139-145
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    Ángel García-Crespo, Belén Ruíz-Mezcua, D. Fernández-Fdz, Ramón Zaera:
    Prediction of the response under impact of steel armours using a multilayer perceptron. 147-154
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    Chandimal Jayawardena, Keigo Watanabe, Kiyotaka Izumi:
    Controlling a robot manipulator with fuzzy voice commands using a probabilistic neural network. 155-166
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    Hongyi Peng, Siming Zhu:
    Handling of incomplete data sets using ICA and SOM in data mining. 167-172
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    Richard Labib, Reza Assadi:
    Modified multi-layered perceptron applied to packing and covering problems. 173-186
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    Antanas Verikas, Marija Bacauskiene, Carl Magnus Nilsson:
    Estimating the amount of cyan, magenta, yellow, and black inks in arbitrary colour pictures. 187-195
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    Bin Ye, C. Z. Zhu, Yijia Cao:
    Adaptive extended fuzzy basis function network. 197-206

Volume 16, Number 3, May 2007

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    Nadia Nedjah, Ajith Abraham, Luiza de Macedo Mourelle:
    Hybrid artificial neural network. 207-208
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    John A. Bullinaria:
    Using evolution to improve neural network learning: pitfalls and solutions. 209-226
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    Bernardo Penna Resende de Carvalho, Wilian Soares Lacerda, Antônio de Pádua Braga:
    RRS + LS-SVM: a new strategy for "a priori" sample selection. 227-234
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    Krzysztof Socha, Christian Blum:
    An ant colony optimization algorithm for continuous optimization: application to feed-forward neural network training. 235-247
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    Nadia Nedjah, Luiza de Macedo Mourelle:
    Reconfigurable hardware for neural networks: binary versus stochastic. 249-255
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    Maria do Carmo Nicoletti, Lucas Baggio Figueira, Estevam R. Hruschka Jr.:
    Transferring neural network based knowledge into an exemplar-based learner. 257-265
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    Abdelhamid Bouchachia:
    Learning with partly labeled data. 267-293
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    Kihoon Yoon, Stephen Kwek:
    A data reduction approach for resolving the imbalanced data issue in functional genomics. 295-306
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    Ajith Abraham, Crina Grosan, Stefan Tigan:
    Ensemble of hybrid neural network learning approaches for designing pharmaceutical drugs. 307-316

Volume 16, Numbers 4-5, May 2007

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    Douglas A. G. Vieira, João A. Vasconcelos, Walmir M. Caminhas:
    Controlling the parallel layer perceptron complexity using a multiobjective learning algorithm. 317-325
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    Janet Rothwell, Zuhair Bandar, James O'Shea, David McLean:
    Charting the behavioural state of a person using a backpropagation neural network. 327-339
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    Iren Valova, Oxana Lapteva, Natacha Gueorguieva:
    Modeling of neurotransmitter effects in olfactory bulb. 341-353
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    Iren Valova, Natacha Gueorguieva, Frank Troescher, Oxana Lapteva:
    Modeling of inhibition/excitation firing in olfactory bulb through spiking neurons. 355-372
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    Carlos Fernández, Emilio Soria-Olivas, P. Sánchez-Seiquer, Luis Gómez-Chova, Rafael Magdalena, José David Martín-Guerrero, M. J. Navarro, Antonio J. Serrano-López:
    Weekly milk prediction on dairy goats using neural networks. 373-381
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    Ali Gholipour, Caro Lucas, Babak Nadjar Araabi, Masoud Mirmomeni, Masoud Shafiee:
    Extracting the main patterns of natural time series for long-term neurofuzzy prediction. 383-393
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    Di Huang, Tommy W. S. Chow:
    Improving the effectiveness of RBF classifier based on a hybrid cost function. 395-405
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    Saurabh Garg, Surjya K. Pal, Debabrata Chakraborty:
    Evaluation of the performance of backpropagation and radial basis function neural networks in predicting the drill flank wear. 407-417
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    K. F. Leung, Frank H. F. Leung, Hak-Keung Lam, Sai-Ho Ling:
    Application of a modified neural fuzzy network and an improved genetic algorithm to speech recognition. 419-431
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    Seda Postalcioglu, Yasar Becerikli:
    Wavelet networks for nonlinear system modeling. 433-441
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    Dongwon Kim, Gwi-Tae Park:
    Advanced self-organizing polynomial neural network. 443-452
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    Marjan Korosec:
    Technological information extraction of free form surfaces using neural networks. 453-463
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    Otávio Augusto Salgado Carpinteiro, Isaías Lima, Rafael Coradi Leme, Antonio C. Zambroni de Souza, Edmilson Marmo Moreira, Carlos A. M. Pinheiro:
    A hierarchical neural model with time windows in long-term electrical load forecasting. 465-470
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    Arturo J. Méndez, Emilio García Roselló, María J. Lado, Jacinto González Dacosta, Manuel Pérez Cota:
    Integrating Matlab Neural Networks Toolbox functionality in a fully reusable software component library. 471-479
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    Yong Shi, Xinyang Zhang, Jia Wan, Yong Wang, Wei Yin, Zhi-Wei Cao, Yajun Guo:
    Predicting the distance between antibody's interface residue and antigen to recognize antigen types by support vector machine. 481-490
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    Prasun Das, Subhasis Chaudhury:
    Prediction of retail sales of footwear using feedforward and recurrent neural networks. 491-502

Volume 16, Number 6, October 2007

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    Chi-Sing Leung, Frank H. F. Leung:
    Editorial for ICONIP 2006. 503-504
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    Long Cheng, Zeng-Guang Hou, Min Tan:
    Constrained multi-variable generalized predictive control using a dual neural network. 505-512
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    Mingxiang Huang, Jianhua Gong, Zhou Shi, Chunbo Liu, Lihui Zhang:
    Genetic algorithm-based decision tree classifier for remote sensing mapping with SPOT-5 data in the HongShiMao watershed of the loess plateau, China. 513-517
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    Takayuki Kimura, Tohru Ikeguchi:
    A new algorithm for packet routing problems using chaotic neurodynamics and its surrogate analysis. 519-526
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    Shaoning Pang, Ilkka Havukkala, Yingjie Hu, Nikola K. Kasabov:
    Classification consistency analysis for bootstrapping gene selection. 527-539
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    Juan Helen Zhou, Jagath C. Rajapakse:
    Modeling hemodynamic variability with fuzzy features for detecting brain activation from fMR time-series. 541-549
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    Arun Kumar, Jagath C. Rajapakse:
    Power spectral based detection of brain activation from fMR images. 551-557
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    W. L. Tung, Chai Quek:
    A brain-inspired fuzzy semantic memory model for learning and reasoning with uncertainty. 559-569
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    Muhammad Aziz Muslim, Masumi Ishikawa, Tetsuo Furukawa:
    Task segmentation in a mobile robot by mnSOM: a new approach to training expert modules. 571-580
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    Cheng Peng, Xiang Qian, Datian Ye:
    Electrogastrogram extraction using independent component analysis with references. 581-587

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