Nonparametric kernel density estimation and its computational aspects. (2018)

• Record Type: Book
• Further Information: Note: Artur Gramacki.
• Authors: Gramacki, Artur
• Contents: Introduction.- Nonparametric density estimation.- Kernel density estimation .- Bandwidth selectors for kernel density estimation.- FFT-based algorithms for kernel density estimation and band-width selection.- FPGA-based implementation of a bandwidth selection algorithm.- Selected applications related to kernel density estimation.- Conclusion and further research.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2018
• Extent: 1 online resource
• Subjects: 515/.9; Engineering; Kernel functions; Digital filters (Mathematics); MATHEMATICS -- Calculus; MATHEMATICS -- Mathematical Analysis; Digital filters (Mathematics); Kernel functions; Engineering; Computational Intelligence; Artificial Intelligence (incl. Robotics); Big Data; Computers -- Intelligence (AI) & Semantics; Computers -- Database Management -- General; Artificial intelligence; Databases; Artificial intelligence; Big data; Electronic books
• Languages: English
• ISBNs: 9783319716886; 3319716883
• Related ISBNs: 9783319716879; 3319716875
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (EBSCO, viewed January 9, 2018).
• 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.