TY - GEN AU - Gama, Joao TI - Knowledge discovery from data streams SN - 9781419826119 U1 - 006.312 PY - 2010/// CY - Boca Raton PB - CRC Press KW - Computer algorithms KW - Machine learning KW - Data mining N1 - Includes bibliographical references and index N2 - 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. ER -