Combining Pattern Classifiers: Methods and Algorithms
"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 br…
Read More ↓Title Statements
- Full title :Combining Pattern Classifiers : Methods and Algorithms / Ludmila I. Kuncheva
Summary
"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."
Edition Statements
- Publication Date:2014
- Edition:2., Auflage
Publication Statements
- Publisher(s):John Wiley & Sons
- Place of Publication:New York, NY
- Language:eng
- Publication Date:2014
Notes
Lizenzpflichtig
The Physical Object
- Description:Online-Ressource
Edition Identifiers
- ISBN:9781118914540, 1118914546, 9781118914557, 1118914554, 9781118315231, 1118315235
- oclc:ocn894732061
- LC Classification:TK7882.P3
- Dewey Decimal:621.3
Subjects
Writers
More from this Series
No reviews yet. Be the first to rate this work.
Related Works
more →
Pro SharePoint 2010 Governance
Food Science and Technology
Frauenporträts und -protokolle aus der DDR: Zur Subjektivität der Dokumentarliterat…
Schmidt, Sabine
Professional Visual Basic 2012 and .NET 4.5 Programming
Vida y Muerte de un Campo Semántico: Un estudio de la evolución semántica de…
Stengaard, Birte
Marriage migration from Russia since the early 1990s: Debunking a Feminine Mystique
BARTIK, EKATERINA
»Möge die gesamte Republik mit dem Finger auf sie zeigen.«: Das Corona-Unrecht und seine Täter
Klöckner, Marcus B.
Files & Downloads
-
Combining Pattern Classifiers: Methods and Algori…
PDF · 7.5 MB · updated -
Combining Pattern Classifiers, 2nd Edition: Metho…
PDF · 8.5 MB · updated -
Combining pattern classifiers: Methods and algori…
PDF · 8.7 MB · updated -
Combining Pattern Classifiers: Methods and Algori…
PDF · 7.5 MB · updated
Rate & Review