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Identification, adaptation, learning : the science of learning models from data ; [proceedings of the NATO Advanced Study Institute "From Identification to Learning", held in Como, Italy, August 22 - September 2, 1994]

Author: Sergio Bittanti
Publisher: Berlin [u.a.] : Springer, 1996.
Series: NATO ASI series, Ser. F, Computer and systems sciences ;, 153.
Edition/Format:   Print book : EnglishView all editions and formats
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Proceedings of the NATO Advanced Study Institute "From Identification to Learning", held in Como, Italy, August 22 - September 2, 1994.

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Genre/Form: Kongreß
Conference papers and proceedings
Kongress
Congresses
Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Sergio Bittanti
ISBN: 3540610804 9783540610809
OCLC Number: 246753324
Description: XXI, 552 S : ill., graph. Darst.
Contents: Geometric Methods for State Space Identification.- Parameter Estimation of Multivariable Systems Using Balanced Realizations.- Balanced Canonical Forms.- From Data to State Model.- Identification of Linear Systems from Noisy Data.- Identification in H?: Theory and Applications.- System Identification with Information Theoretic Criteria.- Least Squares Based Self-Tuning Control Systems.- On Neural Network Model Structures in System Identification.- An Overview of Computational Learning Theory and Its Applications to Neural Network Training.- Just-in-Time Learning and Estimation.- Wavelets in Identification.- Fuzzy Logic Modelling and Control.- Searching for the Best: Stochastic Approximation, Simulated Annealing and Related Procedures.- List of Contributors.
Series Title: NATO ASI series, Ser. F, Computer and systems sciences ;, 153.
Responsibility: ed. by Sergio Bittanti ...
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