Opening book details…
Can I read Knowledge Discovery from Data Streams (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series) on EtoBox?
Knowledge Discovery from Data Streams (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series) by João Gama is a nonfiction available to read on EtoBox.
What is Knowledge Discovery from Data Streams (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series) about?
"Since the beginning of the Internet age and the increased use of ubiquitous computing devices, the large volume and continuous flow of distributed data have imposed new constraints on the design of learning algorithms. Exploring how to extract knowledge structures from evolving and time-changing data, Knowledge Discovery from Data Streams presents a coherent overview of state-of-the-art research in learning from data streams. 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. This practical, up-to-date book focuses on the new requirements of the next generation of data mining. Although the concepts presented in the text are mainly about data streams, they also are valid for different areas of machine
Who reads Knowledge Discovery from Data Streams (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)?
It is typically read by self-directed learners exploring a subject in depth.
Common subject areas: history, science, philosophy, social sciences.
- Author
- João Gama
- Publisher
- Chapman and Hall/CRC
- Published
- 2010
- Language
- EN
- ISBN
- 9781439826126
- Category
- nonfiction
- Subjects
- Business, Programming, Science
More by João Gama
Browse all works by João Gama
Similar books
- Handbook of Educational Data Mining (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series) — Cristobal Romero, Sebastian Ventura, Mykola Pechenizkiy, Ryan S. J. d. Baker (2010)
- Data Mining Using SAS Applications (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series) — George Fernandez (auth.) (2002)
- Knowledge Discovery for Counterterrorism and Law Enforcement (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series) — David B. Skillicorn (2008)
- Data Mining for Design and Marketing (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series) — Katsutoshi Yada Yukio Ohsawa (2009)
- Constrained Clustering: Advances in Algorithms, Theory, and Applications (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series) — editors, Sugato Basu, Ian Davidson, Kiri Wagstaff (2008)
- Privacy-Aware Knowledge Discovery: Novel Applications and New Techniques (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series) — edited by Francesco Bonchi, Elena Ferrari (2010)
