Granular Computing Based Machine Learning : A Big Data Processing Approach /: A Big Data Processing Approach. (2017)

• Record Type: Book
• Further Information: Note: Han Liu, Mihaela Cocea.
• Authors: Liu, Han; Cocea, Mihaela
• Contents: Introduction, - Traditional Machine Learning, - Semi-supervised Learning through Machine Based Labelling, - Nature Inspired Semi-heuristic Learning, - Fuzzy Classification through Generative Multi-task Learning, - Multi-granularity Semi-random Data Partitioning, - Multi-granularity Rule Learning, - Case Studies, - Conclusion.
• Publisher Details: Cham : Springer
• Publication Date: 2017
• Copyright Date: 2018
• Extent: 1 online resource (113 pages)
• Subjects: Engineering; Computers -- Database Management -- General; Business & Economics -- Industries -- Computer Industry; Databases; Business mathematics & systems; Big data; Computers -- Intelligence (AI) & Semantics; Artificial intelligence
• Languages: English
• ISBNs: 9783319700588
• Related ISBNs: 9783319700571
• 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.