Advances in Machine Learning and Data Mining for Astronomy - 9781138199309

Name: Advances in Machine Learning and Data Mining for Astronomy - 9781138199309
Brand: CRC Press

CRC Press

Advances in Machine Learning and Data Mining for AstronomyAuthor(s): Michael J. Way, Jeffrey D. Scargle, Kamal M. Ali, Ashok N. Srivastava\nFormat: Paperback\nPublisher: Taylor & Francis Ltd, United Kingdom\nImprint: CRC Press\nISBN-13: 9781138199309, 978-1138199309\nSynopsis\nAdvances in Machine Learning and Data Mining for Astronomy documents numerous successful collaborations among computer scientists, statisticians, and astronomers who illustrate the application of state-of-the-art machine learning and data mining techniques in astronomy. Due to the massive amount and complexity of data in most scientific disciplines, the material discussed in this text transcends traditional boundaries between various areas in the sciences and computer science.\n\nThe books introductory part provides context to issues in the astronomical sciences that are also important to health, social, and physical sciences, particularly probabilistic and statistical aspects of classification and cluster .