Data science and big data : an environment of computational intelligence /: an environment of computational intelligence. ([2017])

• Record Type: Book
• Further Information: Note: Witold Pedrycz, Shyi-Ming Chen, editors.
• Editors: Pedrycz, Witold; Chen, Shyi-Ming
• Contents: Part I. Fundamentals -- Large-Scale Clustering Algorithms -- On High Dimensional Search Space and Learning Methods.-Enhanced Over_Sampling Techniques for Imbalanced Big Data Set Classification -- Online Anomaly Detection in Big Data: The First Line of Defense Against Intruders -- Developing Modified Classifier for Big Data Paradigm: An Approach through Bio-Inspired Soft Computing -- Unified Framework for Control of Machine Learning Tasks Towards Effective and Efficient Processing of Big Data -- An Efficient Approach for Mining High Utility Itemsets over Data Streams -- Event Detection in Location-Based Social Networks -- Part II. Applications -- Using Computational Intelligence for the Safety Assessment of Oil and Gas Pipelines: A Survey -- Big Data for Effective Management of Smart Grids -- Distributed Machine Learning on Smart-Gateway Network Towards Real-Time Indoor Data Analytics -- Predicting Spatiotemporal Impacts of Weather on Power Systems using Big Data Science -- Index.
• Publisher Details: Cham : Springer
• Publication Date: 2017
• Copyright Date: 2017
• Extent: 1 online resource (viii, 303 pages)
• Subjects: 006.3; Engineering; Computational intelligence; Big data; COMPUTERS -- General; Big data; Computational intelligence; Engineering; Computational Intelligence; Data Mining and Knowledge Discovery; Artificial Intelligence (incl. Robotics); Big Data/Analytics; Health Informatics; Health Care Management; Computers -- Database Management -- Data Mining; Computers -- Intelligence (AI) & Semantics; Business & Economics -- Industries -- Computer Industry; Medical -- General; Medical -- Administration; Data mining; Artificial intelligence; Business mathematics & systems; Medical equipment & techniques; Health economics; Data mining; Artificial intelligence; Medical records -- Data processing; Health care management; Electronic books
• Languages: English
• ISBNs: 9783319534749; 3319534742
• Related ISBNs: 9783319534732; 3319534734
• Notes: Note: Includes bibliographical references and index.; Note: Vendor-supplied metadata.
• 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.