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Keywords
- Identification and adaptation
- Identifikation und Adaptation
- Learning theory
- Lerntheorie
- Linear models
- Lineare Modelle
- Neural networks and wavelets
- Neuronale Netze und Wellen
- Nonparametric statistics
- nichtparametrische Statistik
About this book
This book collects the lectures given at the NATO Advanced Study Institute From Identijication to Learning held in Villa Olmo, Como, Italy, from August 22 to September 2, 1994. The school was devoted to the themes of Identijication, Adaptation and Learning, as they are currently understood in the Information and Contral engineering community, their development in the last few decades, their inter connections and their applications. These titles describe challenging, exciting and rapidly growing research areas which are of interest both to contral and communication engineers and to statisticians and computer scientists. In accordance with the general goals of the Institute, and notwithstanding the rat her advanced level of the topics discussed, the presentations have been generally kept at a fairly tutorial level. For this reason this book should be valuable to a variety of rearchers and to graduate students interested in the general area of Control, Signals and Information Pracessing. As the goal of the school was to explore a common methodologicalline of reading the issues, the flavor is quite interdisciplinary. We regard this as an original and valuable feature of this book.
Editors and Affiliations
Bibliographic Information
Book Title: Identification, Adaptation, Learning
Book Subtitle: The Science of Learning Models from Data
Editors: Sergio Bittanti, Giorgio Picci
Series Title: NATO ASI Subseries F:
Publisher: Springer Berlin, Heidelberg
Copyright Information: Springer-Verlag Berlin Heidelberg 1996
Hardcover ISBN: 978-3-540-61080-9Published: 01 July 1996
Softcover ISBN: 978-3-642-08248-1Published: 09 December 2010
Series ISSN: 0258-1248
Edition Number: 1
Number of Pages: XXI, 552