Identificacion Principal del registro INGC-EBK-000273

Control Number Identifier AR-LpUFI

LAST MODIFICATION DATE 20160826115302

CONTROL FIELD cr nn 008mamaa

CONTROL FIELD 140212s2014 gw | s |||| 0|eng d

a International Standard Book Number 9783319023007

a Standard number or code 10.1007/978-3-319-02300-7

a Title Support Vector Machines Applications

h Medium [libro electrónico] /

c Statement of responsibility, etc edited by Yunqian Ma, Guodong Guo.

a Place of publication, distribution, etc Cham :

b Name of publisher, distributor, etc Springer International Publishing :

b Name of publisher, distributor, etc Imprint: Springer,

c Date of publication, distribution, etc 2014.

a Extent vii, 302 p. :

b Other physical details il.

a Formatted contents note Augmented-SVM for gradient observations with application to learning multiple-attractor dynamics -- Multi-class Support Vector Machine -- Novel Inductive and Transductive Transfer Learning Approaches Based on Support Vector Learning -- Security Evaluation of Support Vector Machines in Adversarial Environments -- Application of SVMs to the Bag-of-features Modelâ_" A Kernel Perspective -- Support Vector Machines for Neuroimage Analysis: Interpretation from Discrimination -- Kernel Machines for Imbalanced Data Problem and the Use in Biomedical Applications -- Soft Biometrics from Face Images using Support Vector Machines.

a Summary, etc Support vector machines (SVM) have both a solid mathematical background and good performance in practical applications. This book focuses on the recent advances and applications of the SVM in different areas, such as image processing, medical practice, computer vision, pattern recognition, machine learning, applied statistics, business intelligence, and artificial intelligence. The aim of this book is to create a comprehensive source on support vector machine applications, especially some recent advances.

a Topical term or geographic name as entry element Engineering.

a Topical term or geographic name as entry element Computer organization.

a Topical term or geographic name as entry element Computer communication systems.

a Topical term or geographic name as entry element Computational intelligence.

a Topical term or geographic name as entry element Complexity, Computational.

a Topical term or geographic name as entry element Electrical engineering.

a Topical term or geographic name as entry element Signal, Image and Speech Processing.

a Topical term or geographic name as entry element Computer Communication Networks.

a Topical term or geographic name as entry element Communications Engineering, Networks.

a Personal name Ma, Yunqian,

e Relator term ed.

a Personal name Guo, Guodong,

e Relator term ed.

u Uniform Resource Identifier (R) http://dx.doi.org/10.1007/978-3-319-02300-7

c item type EBK

a descripción COM