Advances in Machine Learning and Data Mining for Astronomy (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)
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.
Cave Boy wants a pet more than anything. Can he find one that the whole family will agree on?Cave Boy has lots of things. Rocks. Sticks. A club. But no pet! Cave Boy decides he must have a pet, but his parents object. He brings home animal after animal in hopes of overcoming his parents’ steadfast resistance, but his attempts are unsuccessful—until he finds a Dodo bird that is literally on the verge of extinction. And in a twist ending on a classic concept, Cave Boy and his family discover it’s worthwhile to have animal friends around.With snappy text that is short, fun, and young, Me Want Pet! makes for an ideal read-aloud for the milk-and-cookies set.