Research Catalog

Identification, adaptation, learning : the science of learning models from data

Title
Identification, adaptation, learning : the science of learning models from data / edited by Sergio Bittanti, Giorgio Picci.
Publication
Berlin ; New York : Springer, [1996], ©1996.

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Holdings

Details

Additional Authors
  • Bittanti, Sergio.
  • Picci, Giorgio, 1942-
  • North Atlantic Treaty Organization. Scientific Affairs Division.
  • NATO Advanced Study Institute 'From Identification to Learning' (1994 : Como, Italy)
Description
xxi, 552 pages : illustrations; 24 cm.
Series Statement
NATO ASI series. Series F, Computer and systems sciences ; vol. 153
Uniform Title
NATO ASI series. Series F, Computer and systems sciences ; no. 153.
Subject
  • System identification > Congresses
  • Linear models (Statistics) > Congresses
  • Learning models (Stochastic processes) > Congresses
Note
  • "Published in cooperation with NATO Scientific Affairs Division.
  • "Proceedings of the NATO Advanced Study Institute 'From Identification to Learning', held in Como, Italy, August 22-September 2, 1994"--T.p. verso.
Bibliography (note)
  • Includes bibliographical references.
Contents
  • Geometric Methods for State Space Identification / Anders Lindquist and Giorgio Picci -- Parameter Estimation of Multivariable Systems Using Balanced Realizations / J. M. Maciejowski -- Balanced Canonical Forms / Raimund J. Ober -- From Data to State Model / Paolo Rapisarda and Jan C. Willems -- Identification of Linear Systems from Noisy Data / Manfred Deistler and Wolfgang Scherrer -- Identification in [actual symbol not reproducible]: Theory and Applications / Pramod P. Khargonekar, Guoxiang Gu and Jonathan Friedman -- System Identification with Information Theoretic Criteria / A. A. Stoorvogel and J. H. van Schuppen -- Least Squares Based Self-Tuning Control Systems / Sergio Bittanti and Marco Campi -- On Neural Network Model Structures in System Identification / L. Ljung, J. Sjoberg and H. Hjalmarsson -- An Overview of Computational Learning Theory and Its Applications to Neural Network Training / M. Vidyasagar -- Just-in-Time Learning and Estimation / George Cybenko --
  • Wavelets in Identification / A. Benveniste, A. Juditsky, B. Delyon, Q. Zhang and P.-Y. Glorennec -- Fuzzy Logic Modelling and Control / P. Albertos -- Searching for the Best: Stochastic Approximation, Simulated Annealing and Related Procedures / Georg Pflug.
ISBN
3540610804 (hardcover : alk. paper)
LCCN
96014783
OCLC
ocm34513166
Owning Institutions
Columbia University Libraries