عنوان

Combining pattern classifiers

:9781118315231

9781118315231 (hardback)

37948

انگلیسی

Combining pattern classifiers

[electronic resources]

: methods and algorithms

\ Ludmila I. Kuncheva

Second edition.

Hoboken, NJ

: Wiley

, 2014

xxi, 357 p.

:ill.

Index

Bibliography

"Combined classifiers, which are central to the ubiquitous performance of pattern recognition and machine learning, are generally considered more accurate than single classifiers. In a didactic, detailed assessment, Combining Pattern Classifiers examines the basic theories and tactics of classifier combination while presenting the most recent research in the field. Among the pattern recognition tasks that this book explores are mail sorting, face recognition, signature verification, decoding brain fMRI images, identifying emotions, analyzing gene microarray data, and spotting patterns in consumer preference. This updated second edition is equipped with the latest knowledge for academics, students, and practitioners involved in pattern recognition fields"--

"Classifier Combination is a field of growing interest within the very large area of Pattern Classification"--

Pattern recognition systems

الگوشناسی

-- سیستمها

a01

a01

Image processing-- Digital techniques.

TECHNOLOGY & ENGINEERING / Imaging Systems.

COMPUTERS / Computer Vision & Pattern Recognition.

COMPUTERS / Database Management / Data Mining.

Kuncheva, Ludmila I., (Ludmila Ilieva),1959-

ایران

20190610141138.0

rda

BL

279177

1

N