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| |  Online-Ressource |
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| Verfasst von: | Kuncheva, Ludmila I. [VerfasserIn]  |
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| Titel: | Combining pattern classifiers |
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| Titelzusatz: | methods and algorithms |
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| Verf.angabe: | Ludmila I. Kuncheva |
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| Ausgabe: | Second edition. |
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| Verlagsort: | Hoboken, NJ |
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| Verlag: | Wiley |
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| Jahr: | 2014 |
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| Umfang: | 1 online resource (xxi, 357 pages) |
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| Fussnoten: | Includes bibliographical references and index. - Print version record and CIP data provided by publisher |
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| ISBN: | 978-1-118-91454-0 |
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| | 1-118-91454-6 |
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| | 978-1-118-91455-7 |
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| | 1-118-91455-4 |
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| | 978-1-118-91456-4 |
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| | 1-118-91456-2 |
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| Abstract: | "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"-- |
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| | "Classifier Combination is a field of growing interest within the very large area of Pattern Classification"-- |
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| URL: | Aggregator: https://learning.oreilly.com/library/view/-/9781118914540/?ar |
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| Datenträger: | Online-Ressource |
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| Sprache: | eng |
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| Bibliogr. Hinweis: | Erscheint auch als : Druck-Ausgabe |
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| Sach-SW: | Reconnaissance des formes (Informatique) |
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| | Traitement d'images ; Techniques numériques |
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| | digital imaging |
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| | TECHNOLOGY & ENGINEERING ; Imaging Systems |
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| | COMPUTERS ; Computer Vision & Pattern Recognition |
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| | COMPUTERS ; Database Management ; Data Mining |
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| | Image processing ; Digital techniques |
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| | Pattern recognition systems |
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| K10plus-PPN: | 1903899672 |
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| Lokale URL UB: |  Zum Volltext |
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| | Bibliothek der Medizinischen Fakultät Mannheim der Universität Heidelberg |
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| |  Bestellen/Vormerken für Benutzer des Klinikums Mannheim
Eigene Kennung erforderlich |
| Bibliothek/Idn: | UW / m458547949X |
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| Lokale URL Inst.: | Zum Volltext |
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978-1-118-91454-0,1-118-91454-6,978-1-118-91455-7,1-118-91455-4,978-1-118-91456-4,1-118-91456-2
Combining pattern classifiers / Kuncheva, Ludmila I. [VerfasserIn]; 2014 (Online-Ressource)
69258901
