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Inductive Inference for Large Scale Text Classification - Ribeiro, BernadeteSilva, Catarina
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Ribeiro, BernadeteSilva, Catarina:

Inductive Inference for Large Scale Text Classification - hardcover

2009, ISBN: 9783642045325

[ED: Hardcover], [PU: Springer / Springer Berlin Heidelberg / Springer, Berlin], Text classification is becoming a crucial task to analysts in different areas. In the last few decades, th… More...

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Inductive Inference for Large Scale Text Classification Kernel Approaches and Techniques - Silva, Catarina und Bernadete Ribeiro
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Silva, Catarina und Bernadete Ribeiro:

Inductive Inference for Large Scale Text Classification Kernel Approaches and Techniques - used book

2009, ISBN: 9783642045325

[PU: Springer Berlin], Neubindung, Buchschnitt leicht verkürzt, Auflage 2010 5672835/12, DE, [SC: 0.00], gebraucht; sehr gut, gewerbliches Angebot, 2010, Banküberweisung, PayPal, Klarna-S… More...

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Inductive Inference for Large Scale Text Classification - Catarina Silva/ Bernadete Ribeiro
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Catarina Silva/ Bernadete Ribeiro:
Inductive Inference for Large Scale Text Classification - hardcover

2010

ISBN: 3642045324

Inductive Inference for Large Scale Text Classification ab 128.99 € als gebundene Ausgabe: Kernel Approaches and Techniques. Auflage 2010. Aus dem Bereich: Bücher, Wissenschaft, Technik, … More...

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Inductive Inference for Large Scale Text Classification Kernel Approaches and Techniques - Silva, Catarina und Bernadete Ribeiro
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Inductive Inference for Large Scale Text Classification Kernel Approaches and Techniques - used book

2009, ISBN: 9783642045325

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Inductive Inference for Large Scale Text Classification
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Inductive Inference for Large Scale Text Classification - new book

2010, ISBN: 3642045324

Inductive Inference for Large Scale Text Classification - Kernel Approaches and Techniques. Auflage 2010: ab 136.19 € Medien > Bücher, [PU: Springer, Berlin/Heidelberg/New York, NY]

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Details of the book
Inductive Inference for Large Scale Text Classification: Kernel Approaches and Techniques (Studies in Computational Intelligence, 255, Band 255)
Author:
Title:
ISBN:

3642045324


Text classification is becoming a crucial task to analysts in different areas. In the last few decades, the production of textual documents in digital form has increased exponentially. Their applications range from web pages to scientific documents, including emails, news and books. Despite the widespread use of digital texts, handling them is inherently difficult - the large amount of data necessary to represent them and the subjectivity of classification complicate matters. This book gives a concise view on how to use kernel approaches for inductive inference in large scale text classification; it presents a series of new techniques to enhance, scale and distribute text classification tasks. It is not intended to be a comprehensive survey of the state-of-the-art of the whole field of text classification. Its purpose is less ambitious and more practical: to explain and illustrate some of the important methods used in this field, in particular kernel approaches and techniques.

Details of the book - Inductive Inference for Large Scale Text Classification: Kernel Approaches and Techniques (Studies in Computational Intelligence, 255, Band 255)


EAN (ISBN-13): 9783642045325
ISBN (ISBN-10): 3642045324
Hardcover
Publishing year: 2009
Publisher: Springer
155 Pages
Weight: 0,411 kg
Language: eng/Englisch

Book in our database since 2009-07-17T12:33:09+01:00 (London)
Detail page last modified on 2023-05-31T10:44:48+01:00 (London)
ISBN/EAN: 3642045324

ISBN - alternate spelling:
3-642-04532-4, 978-3-642-04532-5
Alternate spelling and related search-keywords:
Book author: ribeiro, silva, bernardete, corti
Book title: silva berlin, scale, third text, classification, brutvögel europas, die welt puppenspiel

Information from Publisher

Author: Catarina Silva; Bernadete Ribeiro
Title: Studies in Computational Intelligence; Inductive Inference for Large Scale Text Classification - Kernel Approaches and Techniques
Publisher: Springer; Springer Berlin
155 Pages
Publishing year: 2009-11-13
Berlin; Heidelberg; DE
Printed / Made in
Language: English
181,89 € (DE)
186,99 € (AT)
201,00 CHF (CH)
POD
XX, 155 p.

BB; Hardcover, Softcover / Technik/Allgemeines, Lexika; Mathematik für Ingenieure; Verstehen; Technik; Kernel Approach; Text Classification; classification; computational intelligence; intelligence; kernel; Mathematical and Computational Engineering Applications; Natural Language Processing (NLP); Computational Linguistics; Artificial Intelligence; Natürliche Sprachen und maschinelle Übersetzung; Computerlinguistik und Korpuslinguistik; Künstliche Intelligenz; EA; BC

Fundamentals.- Background on Text Classification.- Kernel Machines for Text Classification.- Approaches and techniques.- Enhancing SVMs for Text Classification.- Scaling RVMs for Text Classification.- Distributing Text Classification in Grid Environments.- Framework for Text Classification.
Presents recent research in inductive inference for Large Scale Text Classification

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