Download the fantastic book titled Advances in Machine Learning and Data Mining for Astronomy written by Michael J. Way, available in its entirety in both PDF and EPUB formats for online reading. This page includes a concise summary, a preview of the book cover, and detailed information about "Advances in Machine Learning and Data Mining for Astronomy", which was released on 29 March 2012. We suggest perusing the summary before initiating your download. This book is a top selection for enthusiasts of the Computers genre.
Summary of Advances in Machine Learning and Data Mining for Astronomy by Michael J. Way PDF
Advances 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. The book’s 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 analysis. The next part describes a number of astrophysics case studies that leverage a range of machine learning and data mining technologies. In the last part, developers of algorithms and practitioners of machine learning and data mining show how these tools and techniques are used in astronomical applications. With contributions from leading astronomers and computer scientists, this book is a practical guide to many of the most important developments in machine learning, data mining, and statistics. It explores how these advances can solve current and future problems in astronomy and looks at how they could lead to the creation of entirely new algorithms within the data mining community.
Detail About Advances in Machine Learning and Data Mining for Astronomy PDF
- Author : Michael J. Way
- Publisher : CRC Press
- Genre : Computers
- Total Pages : 746 pages
- ISBN : 143984173X
- Release Date : 29 March 2012
- PDF File Size : 14,9 Mb
- Language : English
- Rating : 4/5 from 21 reviews
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