Bayesian approach for neural networks—review and case studies

Generative probability density model in the self-organizing map

Self-Organizing neural networks

An unsupervised ensemble learning method for nonlinear dynamic state-space models

Neural Computation

Bayesian model assessment and comparison using cross-validation predictive densities

Neural Computation

The Development of a Virtual Myoelectric Prosthesis Controlled by an EMG Pattern Recognition System Based on Neural Networks

Journal of Intelligent Information Systems

Web cache optimization with nonlinear model using object features

Computer Networks: The International Journal of Computer and Telecommunications Networking

Invariance priors for Bayesian feed-forward neural networks

Neural Networks

Neural network models for conditional distribution under bayesian analysis

Neural Computation

A generalized-constraint neural network model: Associating partially known relationships for nonlinear regressions

Information Sciences: an International Journal

A novel Bayesian learning method for information aggregation in modular neural networks

Expert Systems with Applications: An International Journal

Features and Metric from a Classifier Improve Visualizations with Dimension Reduction

ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II

Bayesian decision theory on three-layer neural networks

Neurocomputing

Output partitioning of neural networks

Neurocomputing

An evaluation of Bayesian techniques for controlling model complexity and selecting inputs in a neural network for short-term load forecasting

Neural Networks

A comparison of model selection methods for compressive strength prediction of high-performance concrete using neural networks

Computers and Structures

Facial expression recognition in JAFFE dataset based on Gaussian process classification

IEEE Transactions on Neural Networks

Fuzzy neural networks for water level and discharge forecasting with uncertainty

Environmental Modelling & Software

Wavelet energy signatures and robust Bayesian neural network for visual quality recognition of nonwovens

Expert Systems with Applications: An International Journal

Sequential bayesian learning for modular neural networks

ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I

Classification with bayesian neural networks

MLCW'05 Proceedings of the First international conference on Machine Learning Challenges: evaluating Predictive Uncertainty Visual Object Classification, and Recognizing Textual Entailment

Visual quality recognition of nonwovens using generalized Gaussian density model and robust Bayesian neural network

Neurocomputing