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Knowledge discovery from data streams

By: Gama, Joao.
Series: Chapman & Hall/CRC data mining and knowledge discovery series. Publisher: Boca Raton CRC Press 2010Description: xix, 237 p.ISBN: 9781419826119.Subject(s): Computer algorithms | Machine learning | Data miningDDC classification: 006.312 Summary: The book covers the fundamentals that are imperative to understanding data streams and describes important applications, such as TCP/IP traffic, GPS data, sensor networks, and customer click streams. It also addresses several challenges of data mining in the future, when stream mining will be at the core of many applications. These challenges involve designing useful and efficient data mining solutions applicable to real-world problems. In the appendix, the author includes examples of publicly available software and online data sets.
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Slot 104 (0 Floor, West Wing) Non-fiction 006.312 G2K6 (Browse shelf) Available 171008

Includes bibliographical references and index

The book covers the fundamentals that are imperative to understanding data streams and describes important applications, such as TCP/IP traffic, GPS data, sensor networks, and customer click streams. It also addresses several challenges of data mining in the future, when stream mining will be at the core of many applications. These challenges involve designing useful and efficient data mining solutions applicable to real-world problems. In the appendix, the author includes examples of publicly available software and online data sets.

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