Mathematical problems in data science : theoretical and practical methods /: theoretical and practical methods. (2015)

• Record Type: Book
• Further Information: Note: Li M. Chen, Zhixun Su, Bo Jiang.
• Authors: Chen, Li M; Su, Zhixun; Jiang, Bo
• Contents: Introduction: Data Science and BigData Computing -- Overview of Basic Methods for Data Science -- Relationship and Connectivity of Incomplete Data Collection -- Machine Learning for Data Science: Mathematical or Computational -- Images, Videos, and BigData -- Topological Data Analysis -- Monte Carlo Methods and their Applications in Big Data Analysis -- Feature Extraction via Vector Bundle Learning -- Curve Interpolation and Financial Curve Construction -- Advanced Methods in Variational Learning: Segmentation with Intensity Inhomogeneity -- An On-line Strategy of Groups Evacuation From a Convex Region in the Plane -- A New Computational Model of Bigdata.
• Publisher Details: Cham : Springer
• Publication Date: 2015
• Extent: 1 online resource (xv, 213 pages), illustrations (some color)
• Subjects: 001.4/2; Computer science; Quantitative research; Big data; Cloud computing; Machine learning; REFERENCE -- Questions & Answers; Big data; Cloud computing; Machine learning; Quantitative research; Computer Science; Information Systems and Communication Service; Computer Communication Networks; Mathematics of Computing; Computers -- Hardware -- Network Hardware; Computers -- Data Processing; Network hardware; Mathematical theory of computation; Information systems; Computer Communication Networks; Computers -- Online Services -- General; Computer networking & communications; Electronic books; Electronic books
• Languages: English
• ISBNs: 9783319251271; 3319251279; 3319251252; 9783319251257
• Related ISBNs: 9783319251257
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (SpringerLink, viewed December 29, 2015).
• 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.