Partial Least Squares Path Modeling of Latent Variables, Vinzi

Автор: Pavel B. Bochev; Max D. Gunzburger
Название: Least-Squares Finite Element Methods
ISBN: 0387308881 ISBN-13(EAN): 9780387308883
Издательство: Springer
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Цена: 16769.00 р.
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Описание: Since their emergence finite element methods have become one of the most versatile and powerful methodologies for the approximate numerical solution of PDEs. Today finite element methods are in common use for incompressible fluid flow, heat, transfer, electromagnetics, and convection-diffusion-reaction problems, to name a few. This book is written with the premise that there is a real, existing need to put least-squares finite elemenet methods on a common mathematically sound foundation. It is intended to give both the researcher and the practitioner a concise guide to the theory and practice of least-square finite element methods, their strengths and weaknesses, established successes, and open problems. Appendices provide results from functional analysis and standard finite theory which are used in various places in the book.

Автор: Abdi
Название: The Multiple Facets of Partial Least Squares and Related Methods
ISBN: 3319406418 ISBN-13(EAN): 9783319406411
Издательство: Springer
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Цена: 16769.00 р.
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Описание: This volume presents state of the art theories, new developments, and important applications of Partial Least Square (PLS) methods.

Название: Least Squares Support Vector Machin
ISBN: 9812381511 ISBN-13(EAN): 9789812381514
Издательство: World Scientific Publishing
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Цена: 15840.00 р.
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Описание: An examination of least squares support vector machines (LS-SVMs) which are reformulations to standard SVMs. The authors explain the natural links between LS-SVM classifiers and kernel Fisher discriminant analysis. Bayesian inference of LS-SVM models is also discussed.