Advances in Learning Theory: Methods, Models and Applications
edited by J.A.K. Suykens, G. Horvath, S. Basu, C. Micchelli, J. Vandewalle
IOS Press | ISBN: 1586033417 | 2003 | 415 pages | PDF | 3.1 MB
In recent years, considerable progress has been made in the understanding of problems of learning and generalization. In this context, Intelligence basically means the ability to perform well on new data after learning a model on the basis of given data. Such problems arise in many different areas and are becoming increasingly important and crucial towards many applications such as in bioinformatics, multimedia, computer vision and signal processing, internet search and information retrieval, datamining and textmining, finance, fraud detection, measurement systems and process control, and several others…