Knowledge Transfer between Computer Vision and Text Mining

Name: Knowledge Transfer between Computer Vision and Text Mining
Brand: Springer International Publishing AG
SKU: 9783319303659
Price: 423.79 PLN
Availability: InStock

Similarity-based Learning Approaches

Autor: Radu Tudor Ionescu, Marius Popescu

Język:

Oprawa: Twarda

Wydawca: Springer International Publishing AG

Dostępność: Dostępna u dostawcy

Wysyłamy za 10-13 dni

423.79 zł

This ground-breaking text/reference diverges§from the traditional view that computer vision (for ima...

Informacje o książce

Autor

Radu Tudor Ionescu, Marius Popescu

Język

Angielski

Oprawa

Książka - Twarda

Data wydania

2016

strony

250

EAN

9783319303659

ISBN

3319303651

Enbook ID

02917796

Wydawca

Springer International Publishing AG

Waga

630

Wymiary

160 x 241 x 22

Pełny opis

This ground-breaking text/reference diverges§from the traditional view that computer vision (for image analysis) and string§processing (for text mining) are separate and unrelated fields of study,§propounding that images and text can be treated in a similar manner for the§purposes of information retrieval, extraction and classification. Highlighting§the benefits of knowledge transfer between the two disciplines, the text§presents a range of novel similarity-based learning (SBL) techniques founded on§this approach. Topics and features: describes a variety of SBL approaches,§including nearest neighbor models, local learning, kernel methods, and§clustering algorithms; presents a nearest neighbor model based on a novel§dissimilarity for images; discusses a novel kernel for (visual) word§histograms, as well as several kernels based on a pyramid representation; introduces§an approach based on string kernels for native language identification; contains§links for downloading relevant open source code.

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Knowledge Transfer between Computer Vision and Text Mining

Similarity-based Learning Approaches

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