Knowledge transfer between computer vision and text mining : similarity-based learning approaches /: similarity-based learning approaches. (2016)

• Record Type: Book
• Further Information: Note: Radu Tudor Ionescu, Marius Popescu.
• Authors: Ionescu, Radu Tudor; Popescu, Marius
• Contents: Motivation and Overview -- Learning Based on Similarity -- Part I: Knowledge Transfer from Text Mining to Computer Vision -- State of the Art Approaches for Image Classification -- Local Displacement Estimation of Image Patches and Textons -- Object Recognition with the Bag of Visual Words Model -- Part II: Knowledge Transfer from Computer Vision to Text Mining -- State of the Art Approaches for String and Text Analysis -- Local Rank Distance -- Native Language Identification with String Kernels -- Spatial Information in Text Categorization -- Conclusions.
• Publisher Details: Switzerland : Springer
• Publication Date: 2016
• Extent: 1 online resource (xxiv, 250 pages), illustrations (some color)
• Subjects: 006.3; Computer science; Machine learning; Computer vision; Data mining; COMPUTERS -- General; Computer vision; Data mining; Machine learning; Computers -- Computer Graphics; Computers -- Database Management -- Data Mining; Image processing; Data mining; Artificial intelligence; Computers -- Intelligence (AI) & Semantics; Artificial intelligence; Electronic books
• Languages: English
• ISBNs: 9783319303673; 3319303678
• Related ISBNs: 9783319303659; 3319303651
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (SpringerLink, viewed May 4, 2016).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.