Multiple instance learning : foundations and algorithms /: foundations and algorithms. (2016)

• Record Type: Book
• Further Information: Note: Francisco Herrera [and six others].
• Authors: Dr, Herrera, Francisco
• Contents: Introduction.- Multiple Instance Learning.- Multi-Instance Classification.- Instance-Based Classification Methods.- Bag-Based Classification Methods.- Multi-Instance Regression.- Unsupervised Multiple Instance Learning.- Data Reduction.- Imbalance Multi-Instance Data.- Multiple Instance Multiple Label Learning.
• Publisher Details: Cham : Springer
• Publication Date: 2016
• Copyright Date: 2016
• Extent: 1 online resource (233 pages)
• Subjects: 006.31; Computer science; Machine learning; Algorithms; Computers -- Computer Graphics; Computers -- Programming -- Algorithms; Image processing; Algorithms & data structures; Artificial intelligence; Computer vision; Computer software; Computers -- Intelligence (AI) & Semantics; Artificial intelligence
• Languages: English
• ISBNs: 9783319477596
• Related ISBNs: 9783319477589
• 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.