Neural Nets WIRN Vietri-99

Section 1 - Invited Papers.- On Sequential Bayesian Logistic Regression.- Simple Reverberations and the Mind.- Section 2 - Review Papers.- Computational Intelligence in Hydroinformatics: a Review.- Theory, Implementation, and Applications of Support Vector Machines.- Section 3 - Eduardo R. Caianiello Lecture.- Sensitivity Analysis and Learning of Non-Linear Dynamic Systems by Two Dual Signal-Flow-Graph Approaches.- Section 4 - Mathematical Models.- Interval Arithmetic Multilayer Perceptron as Possibility-Necessity Pattern Classifier.- Polynomial Clusterons Exhibit Statistical Estimation Abilities.- The N-SOBoS Model.- A Neural Network Approach to Detect Functional MRI Signal.- Continual Prediction using LSTM with Forget Gates.- Dynamics of On-Line Learning in Radial Basis Function Neural Networks.- Harmony Theory and Binding Problem.- Online Learning with Adaptive Local Step Sizes.- Section 5 - Pattern Recognition and Signal Processing.- A Feed-Forward Neural Network for Robust Segmentation of Color Images.- Parameter Identification using Aspects - Application to the Human Cardiovascular System.- A Neural Network Based ARX Model of Virgo Noise.- Local Wavelet Decomposition and its Application to Face Reconstruction.- A Multilayer Perceptron for Fast Interpolation of JPEG/MPEG Coded Images.- The Automatic Detection of Microcalcification Clusters in the CALMA Project: Status and Perspectives.- Signal Classification by Subspace Neural Networks.- Weightless Neural Networks for Face Recognition.- The Search for Spiculated Lesions in the CALMA Project: Status and Perspectives.- A Novel Wavelet Filtering Method in SAR Image Classification by Neural Networks.- Neural Networks for Spectral Analysis of Unevenly Sampled Data.- Section 6 - Architectures andAlgorithms.- Recursive Networks: an Overview of Theoretical Results.- A Persistent and Parallel Approach to Object Oriented ANNs Simulators.- An Experimental Comparison of Three PCA Neural Techniques.- Scale Based Clustering