Nabney, Ian,

NETLAB : algorithms for pattern recognitions / Ian T. Nabney. - London ; New York : Springer, 2002. - xviii, 420 p. ; 24 cm. - Advances in pattern recognition .

Introduction (Page-1), Parameter Optimization Algorithms (Page-33), Density Modeling and Clustering (Page-79), Single-Layer Networks (Page-117), The Multi-Layer Perception(Page-149), Radial Basis Functions. (Page-191), Visualization and Latent Variable Models (Page-225), Sampling (Page-283), Bayesian Techniques (Page-325), Gaussian Processes (Page-369).

1852334401 (alk. paper)

2001020313


Computer algorithms.
Image processing--Digital techniques.
Pattern recognition systems.

,NAB