Sampling techniques for supervised or unsupervised tasks. ([2020])

• Record Type: Book
• Further Information: Note: Frédéric Ros, Serge Guillaume, editors.
• Editors: Ros, Frédéric; Guillaume, Serge
• Contents: Introduction to sampling techniques -- Core-sets: an Updated Survey -- A family of unsupervised sampling algorithms -- From supervised instance and feature selection algorithms to dual selection: A Review -- Approximating Spectral Clustering via Sampling: A Review -- Sampling technique for complex data -- Boosting the Exploration of Huge Dynamic Graphs.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2020
• Extent: 1 online resource (xiii, 232 pages), illustrations (some color)
• Subjects: 519.52; Sampling (Statistics); Algorithms; Computational intelligence; Data mining; Big data; Pattern perception; Electronic books
• Languages: English
• ISBNs: 9783030293499; 3030293491
• Related ISBNs: 9783030293482
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (SpringerLink, viewed October 30, 2019).
• 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.