Advances in machine learning and data mining for astronomy. (©2012)

• Record Type: Book
• Further Information: Note: Editors, Michael J. Way [and others].
• Other Names: Way, Michael J
• Contents: Front Cover; Contents; Foreword; Editors; Perspective; Contributors; PART I: Foundational Issues; CHAPTER 1: Classification in Astronomy: Past and Present; CHAPTER 2: Searching the Heavens: Astronomy, Computation, Statistics, Data Mining, and Philosophy; CHAPTER 3: Probability and Statistics in Astronomical Machine Learning and Data Mining; PART II: Astronomical Applications; SECTION 1: Source Identification; CHAPTER 4: Automated Science Processing for the Fermi Large Area Telescope; CHAPTER 5: Cosmic Microwave Background Data Analysis.
• Publisher Details: Boca Raton : Chapman and Hall/CRC
• Publication Date: 2012
• Copyright Date: 2012
• Extent: 1 online resource, color illustrations
• Subjects: 522/.85631; Astronomy -- Data processing; Data mining; Machine learning; Astronomy -- Data processing; Data mining; Machine learning; COMPUTERS -- Database Management -- Data Mining; SCIENCE -- Astrophysics & Space Science; SCIENCE -- Physics; NATURE -- Sky Observation; Astronomy -- Data processing; Data mining; Machine learning; Electronic books
• Languages: English
• ISBNs: 9781439841747; 1439841748
• Related ISBNs: 9781439841730; 143984173X
• Notes: Note: Includes bibliographical references and index.; Note: Print version record.
• 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.