Robust Representation for Data Analytics : Models and Applications /: Models and Applications. (2017)

• Record Type: Book
• Further Information: Note: Sheng Li, Yun Fu.
• Authors: Li, Sheng; Fu, Yun
• Contents: Introduction.- Fundamentals of Robust Representations.- Part 1: Robust Representation Models.- Robust Graph Construction.- Robust Subspace Learning.- Robust Multi-View Subspace Learning.- Part 11: Applications.- Robust Representations for Collaborative Filtering.- Robust Representations for Response Prediction.- Robust Representations for Outlier Detection.- Robust Representations for Person Re-Identification.- Robust Representations for Community Detection.- Index.
• Publisher Details: Cham : Springer
• Publication Date: 2017
• Copyright Date: 2017
• Extent: 1 online resource (224 pages)
• Subjects: Computer science; Computers -- Intelligence (AI) & Semantics; Computers -- Computer Vision & Pattern Recognition; Computers -- Computer Graphics; Artificial intelligence; Pattern recognition; Image processing; Data mining; Artificial intelligence; Optical pattern recognition; Computer vision; Computers -- Database Management -- Data Mining; Data mining
• Languages: English
• ISBNs: 9783319601762
• Related ISBNs: 9783319601755
• 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.