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Inductive Inference for Large Scale Text Classification
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2009, ISBN: 9783642045325

ID: 9783642045325

Inductive Inference for Large Scale Text Classification: Hardback: Springer-Verlag Berlin and Heidelberg GmbH & Co. K: 9783642045325: 11 Nov 2009: This book explains and illustrates key methods in inductive inference in large scale text classification, especially kernel approaches. It covers a series of new techniques to enhance, scale and distribute text classification tasks. 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. Artificial Intelligence, , , , , , , , , , , ,, [PU: Springer, Berlin/Heidelberg/New York, NY]

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Inductive Inference for Large Scale Text Classification - Catarina Silva
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[ED: Buch], [PU: Springer-Verlag GmbH], Neuware - 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., [SC: 0.00], Neuware, gewerbliches Angebot, 242x165x23 mm, [GW: 411g]

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[ED: Buch], [PU: Springer-Verlag GmbH], Neuware - 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., [SC: 0.00], Neuware, gewerbliches Angebot, FixedPrice, [GW: 411g]

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Inductive Inference for Large Scale Text Classification: Kernel Approaches and Techniques - Catarina Silva
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Inductive Inference for Large Scale Text Classification: Kernel Approaches and Techniques Inductive-Inference-for-Large-Scale-Text-Classification~~Catarina-Silva Computers>Xxxsoftware Engr>* Desc Unknown Hardcover, Springer Berlin Heidelberg

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Inductive Inference for Large Scale Text Classification - Catarina Silva; Bernadete Ribeiro
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Kernel Approaches and Techniques, 2010, Hardcover, Buch, [PU: Springer Berlin]

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Details zum Buch
Inductive Inference for Large Scale Text Classification
Autor:

Silva, Catarina; Ribeiro, Bernadete

Titel:

Inductive Inference for Large Scale Text Classification

ISBN-Nummer:

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.

Detailangaben zum Buch - Inductive Inference for Large Scale Text Classification


EAN (ISBN-13): 9783642045325
ISBN (ISBN-10): 3642045324
Gebundene Ausgabe
Erscheinungsjahr: 2009
Herausgeber: Springer-Verlag GmbH
155 Seiten
Gewicht: 0,411 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 17.07.2009 13:33:09
Buch zuletzt gefunden am 18.03.2017 12:22:48
ISBN/EAN: 3642045324

ISBN - alternative Schreibweisen:
3-642-04532-4, 978-3-642-04532-5


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