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Handbook of Mixture Analysis - Tapa dura

 
9781774077085: Handbook of Mixture Analysis
Tapa dura
ISBN 10: 1774077086 ISBN 13: 9781774077085
Editorial: Arcler Press, 2020

Sinopsis

The book Handbook of Mixture Analysis is a collection of peer-reviewed articles featuring several statistical data analysis methods based on mixture models and their applications in scientific domains such as data mining, machine learning, physics, mechanical engineering, signal processing, economics, cosmology, computational medicine, and more. This book covers several aspects of mixture analysis and variety of models such as the Gaussian Mixture Model (GMM), Dirichlet processes Mixture Model (DMM), Poisson Mixture Regression Model (PMRM), Hierarchical Gamma Mixture Model (HGMM), Quadratic Mixture Model (QMM), K-fold Mixture Model (KMM), Finite Mixture Model (FMM), and Multi-partitions Subspace Mixture Model (M-SMM).

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Acerca del autor

Olga Moreira is a Ph.D. in Astrophysics and B.Sc. in Physics and Applied Mathematics. She is an experienced technical writer and researcher which former fellowships include postgraduate positions at two of the most renown European institutions in the fields of Astrophysics and Space Science (the European Southern Observatory, and the European Space Agency). Presently, she is an independent scientist working on projects involving machine learning and neural networks research as well as peer-reviewing and edition of academic books.

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Editorial
Arcler Press
Año de publicación
2020
Idioma
Inglés
ISBN 10 
1774077086
ISBN 13 
9781774077085
Encuadernación
Tapa dura
Número de páginas
398
Editor
Moreira Olga
Contacto del fabricante
no disponible
Persona responsable
no disponible