Machine Learning by Adaptive Local Hyperplane Algorithm

Name: Machine Learning by Adaptive Local Hyperplane Algorithm
Brand: VDM Verlag
SKU: 9783639261844
Price: 1407 CZK
Availability: InStock

Theory and Applications

Autor: Tao Yang, Vojislav Kecman

Jazyk:

Vazba: Brožovaná

Vydavatel: VDM Verlag

Dostupnost: U nakladatele na objednávku

Odesíláme za 17-27 dnů

1 407 Kč

Machine learning algorithms play a key role in many fields of science, technology and business. Clas...

Informace o knize

Autor

Tao Yang, Vojislav Kecman

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2010

Stránek

144

EAN

9783639261844

ISBN

3639261844

Enbook ID

06833535

Vydavatel

VDM Verlag

Hmotnost

222

Rozměry

229 x 152 x 8

Kompletní popis

Machine learning algorithms play a key role in many fields of science, technology and business. Classification and regression are two fundamental tasks in machine learning. This book is devoted to develop learning algorithms for solving the classification and regression problems. A novel learning algorithm dubbed as adaptive local hyperplane (ALH) is introduced to solve the general classification and regression problems. The ALH algorithm belongs to the nonparametric paradigm and it is an extension of the K-local hyperplane distance nearest neighbor (HKNN) algorithm. The ALH algorithm and its extensions have been successfully applied into many real world tasks such as face recognition and DNA microarray analysis and protein sequence function prediction.

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také

Nejčastěji hledané

Categories

Authors

Publishers

Produkty

Produkty

Nejčastěji hledané

Categories

Authors

Publishers

Produkty

Produkty

Machine Learning by Adaptive Local Hyperplane Algorithm

Theory and Applications

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také