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Survey of Text Mining II

Clustering, Classification, and Retrieval
LivreCartonné
Classement des ventes 8449dans
CHF130.00

Description

This workshop, the ?fth in a series of annual workshops on text mining, was held on the ?nal day of the Seventh SIAM International Conference on Data Mining (April 26-28, 2007).

Détails

ISBN/GTIN978-1-84996-713-6
Type de produitLivre
ReliureCartonné
ÉditeurSpringer
Date de parution13.10.2010
EditionSoftcover reprint of hardcover
Pages240 pages
LangueAnglais
DimensionsLargeur 155 mm, Hauteur 235 mm
Poids394 g
IllustrationsXVI, 240 p.
N° article2302107
CataloguesBuchzentrum
Source des données n°10770757
Plus de détails

Auteur

The development of techniques for mining unstructured, semi-structured, and fully structured textual data has become critical in both academia and industry. This Second Edition brings readers thoroughly up to date with the emerging field of text mining, the application of techniques of machine learning in conjunction with natural language processing, information extraction, and algebraic/mathematical approaches to computational information retrieval. The book explores a broad range of issues, ranging from the development of new learning approaches to the parallelization of existing algorithms. In addition, it describes new application problems in areas such as email surveillance and anomaly detection. Presenting a comprehensive selection of topics within the field, this book is an indispensable resource for researchers, practitioners, and professionals involved in information retrieval, computational statistics, and datamining.

Plus de produits de Berry, Michael W.

Editeur

Plus de produits de Castellanos, Malu

Editeur

Mot-clé

BZ
Application software
Applications of Mathematics
Applications ~ Information Systems Applications (incl. Internet)
Applications ~ Information Systems Applications (incl.Internet)
Applied mathematics
B
Computer science (Data structures)
Computer science (Natural language processing)
Data Structures and Information Theory
Data Warehousing
Data structures (Computer science)
Engineering mathematics
Graphical & digital media applications
Information Retrieval
Information Storage and Retrieval
Information Systems Applications (incl. Internet)
Information Systems Applications (incl.Internet)
Information theory
Information ~ Data Structures and Information Theory
Information ~ Multimedia Information Systems
Internet searching
Internet ~ Information Systems Applications (incl. Internet)
Language ~ Natural Language Processing (NLP)
Mathematics ~ Applications of Mathematics
Multimedia Information Systems
NLP (Natural Language Processing)
Natural Language Processing (NLP)
Natural language & machine translation
Natural language processing (Computer science)
Processing ~ Natural Language Processing (NLP)
Retrieval ~ Information Retrieval
Retrieval ~ Information Storage and Retrieval
Storage ~ Information Storage and Retrieval
Structures ~ Data Structures and Information Theory
Systems ~ Information Systems Applications (incl. Internet)
Systems ~ Information Systems Applications (incl.Internet)
Systems ~ Multimedia Information Systems
Theory ~ Data Structures and Information Theory
Warehousing ~ Data Warehousing
and ~ Data Structures and Information Theory
and ~ Information Storage and Retrieval
applications ~ Graphical & digital media applications
computer science
digital ~ Graphical & digital media applications
incl.Internet (Information Systems Applications)
language ~ Natural language & machine translation
language ~ Natural language processing (Computer science)
machine ~ Natural language & machine translation
mathematics ~ Applied mathematics
mathematics ~ Engineering mathematics
media ~ Graphical & digital media applications
processing ~ Natural language processing (Computer science)
science ~ Data structures (Computer science)
science ~ Natural language processing (Computer science)
science ~ computer science
searching ~ Internet searching
software ~ Application software
structures ~ Data structures (Computer science)
theory ~ Information theory
translation ~ Natural language & machine translation
Dewey Decimal
LC Class
UKSLC
VLB objectif lecture principal