- 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

- Zeshan Kurd, Tim Kelly, Jim Austin:
**Developing artificial neural networks for safety critical systems.**11-19

- Ali G. Hessami:
**Safety management of complex technology.**21-25

- 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

- Khamron Sunat, Chidchanok Lursinsap, Chee-Hung Henry Chu:
**The**33-47*p*-recursive piecewise polynomial sigmoid generators and first-order algorithms for multilayer tanh-like neurons.

- T. Santhanam, C. P. Sumathi, K. S. Easwarakumar:
**Fingerprint minutiae filtering using ARTMAP.**49-55

- Xun Liang:
**Removal of hidden neurons in multilayer perceptrons by orthogonal projection and weight crosswise propagation.**57-68

- Raimondo Schettini, Silvia Zuffi:
**A computational strategy exploiting genetic algorithms to recover color surface reflectance functions.**69-79

- Bertil Thomas, Mohsen Soleimani-Mohseni:
**Artificial neural network models for indoor temperature prediction: investigations in two buildings.**81-89

- D. L. Yu, D. W. Yu:
**A new structure adaptation algorithm for RBF networks and its application.**91-100

- Nand Kishor, S. P. Singh:
**Nonlinear predictive control for a NNARX hydro plant model.**101-108

- S. Gaerth Pierce, Keith Worden, Graeme Manson:
**Evaluation of neural network performance and generalisation using thresholding functions.**109-124

- Bernhard Sick, Seppo J. Ovaska:
**Fusion of soft and hard computing: multi-dimensional categorization of computationally intelligent hybrid systems.**125-137

- Erhan Kenan Çeven, Sezai Tokat, Özcan Özdemir:
**Prediction of chenille yarn and fabric abrasion resistance using radial basis function neural network models.**139-145

- Ángel García-Crespo, Belén Ruíz-Mezcua, D. Fernández-Fdz, R. Zaera:
**Prediction of the response under impact of steel armours using a multilayer perceptron.**147-154

- Chandimal Jayawardena, Keigo Watanabe, Kiyotaka Izumi:
**Controlling a robot manipulator with fuzzy voice commands using a probabilistic neural network.**155-166

- Hongyi Peng, Siming Zhu:
**Handling of incomplete data sets using ICA and SOM in data mining.**167-172

- Richard Labib, Reza Assadi:
**Modified multi-layered perceptron applied to packing and covering problems.**173-186

- Antanas Verikas, Marija Bacauskiene, Carl Magnus Nilsson:
**Estimating the amount of cyan, magenta, yellow, and black inks in arbitrary colour pictures.**187-195

- B. Ye, C. Z. Zhu, Y. J. Cao:
**Adaptive extended fuzzy basis function network.**197-206

- Nadia Nedjah, Ajith Abraham, Luiza de Macedo Mourelle:
**Hybrid artificial neural network.**207-208

- John A. Bullinaria:
**Using evolution to improve neural network learning: pitfalls and solutions.**209-226

- 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

- Krzysztof Socha, Christian Blum:
**An ant colony optimization algorithm for continuous optimization: application to feed-forward neural network training.**235-247

- Nadia Nedjah, Luiza de Macedo Mourelle:
**Reconfigurable hardware for neural networks: binary versus stochastic.**249-255

- Maria do Carmo Nicoletti, Lucas Baggio Figueira, Estevam R. Hruschka Jr.:
**Transferring neural network based knowledge into an exemplar-based learner.**257-265

- Abdelhamid Bouchachia:
**Learning with partly labeled data.**267-293

- Kihoon Yoon, Stephen Kwek:
**A data reduction approach for resolving the imbalanced data issue in functional genomics.**295-306

- Ajith Abraham, Crina Grosan, Stefan Tigan:
**Ensemble of hybrid neural network learning approaches for designing pharmaceutical drugs.**307-316

- Douglas A. G. Vieira, João A. Vasconcelos, Walmir M. Caminhas:
**Controlling the parallel layer perceptron complexity using a multiobjective learning algorithm.**317-325

- Janet Rothwell, Zuhair Bandar, James O'Shea, David McLean:
**Charting the behavioural state of a person using a backpropagation neural network.**327-339

- Iren Valova, Oxana Lapteva, Natacha Gueorguieva:
**Modeling of neurotransmitter effects in olfactory bulb.**341-353

- Iren Valova, Natacha Gueorguieva, Frank Troescher, Oxana Lapteva:
**Modeling of inhibition/excitation firing in olfactory bulb through spiking neurons.**355-372

- C. Fernández, Emilio Soria-Olivas, P. Sánchez-Seiquer, Luis Gómez-Chova, R. Magdalena, José David Martín-Guerrero, M. J. Navarro, Antonio J. Serrano-López:
**Weekly milk prediction on dairy goats using neural networks.**373-381

- 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

- D. Huang, Tommy W. S. Chow:
**Improving the effectiveness of RBF classifier based on a hybrid cost function.**395-405

- 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

- K. F. Leung, F. H. Frank Leung, H. K. Lam, S. H. Ling:
**Application of a modified neural fuzzy network and an improved genetic algorithm to speech recognition.**419-431

- Seda Postalcioglu, Yasar Becerikli:
**Wavelet networks for nonlinear system modeling.**433-441

- Dongwon Kim, Gwi-Tae Park:
**Advanced self-organizing polynomial neural network.**443-452

- Marjan Korosec:
**Technological information extraction of free form surfaces using neural networks.**453-463

- Otávio Augusto S. Carpinteiro, Isaías Lima, Rafael C. Leme, Antonio C. Zambroni de Souza, Edmilson M. Moreira, Carlos A. M. Pinheiro:
**A hierarchical neural model with time windows in long-term electrical load forecasting.**465-470

- Arturo J. Méndez, Emilio García Roselló, María J. Lado, Jacinto Gonzalez Dacosta, Manuel Pérez Cota:
**Integrating Matlab Neural Networks Toolbox functionality in a fully reusable software component library.**471-479

- Yong Shi, Xinyang Zhang, Jia Wan, Yong Wang, Wei Yin, Zhiwei Cao, Yajun Guo:
**Predicting the distance between antibody's interface residue and antigen to recognize antigen types by support vector machine.**481-490

- Prasun Das, Subhasis Chaudhury:
**Prediction of retail sales of footwear using feedforward and recurrent neural networks.**491-502

- Chi-Sing Leung, Frank H. Leung:
**Editorial for ICONIP 2006.**503-504

- Long Cheng, Zeng-Guang Hou, Min Tan:
**Constrained multi-variable generalized predictive control using a dual neural network.**505-512

- 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

- Takayuki Kimura, Tohru Ikeguchi:
**A new algorithm for packet routing problems using chaotic neurodynamics and its surrogate analysis.**519-526

- Shaoning Pang, Ilkka Havukkala, Yingjie Hu, Nikola Kasabov:
**Classification consistency analysis for bootstrapping gene selection.**527-539

- Juan Zhou, Jagath C. Rajapakse:
**Modeling hemodynamic variability with fuzzy features for detecting brain activation from fMR time-series.**541-549

- Arun Kumar, Jagath C. Rajapakse:
**Power spectral based detection of brain activation from fMR images.**551-557

- W. L. Tung, C. Quek:
**A brain-inspired fuzzy semantic memory model for learning and reasoning with uncertainty.**559-569

- M. Aziz Muslim, Masumi Ishikawa, Tetsuo Furukawa:
**Task segmentation in a mobile robot by mnSOM: a new approach to training expert modules.**571-580

- Cheng Peng, Xiang Qian, Datian Ye:
**Electrogastrogram extraction using independent component analysis with references.**581-587