Knowledge discovery from data streams. (©2010)

• Record Type: Book
• Further Information: Note: João Gama.
• Other Names: Gama, João
• Contents: Front cover; Contents; List of Tables; List of Figures; List of Algorithms; Foreword; Acknowledgments; Chapter 1: Knowledge Discovery from Data Streams; Chapter 2: Introduction to Data Streams; Chapter 3: Change Detection; Chapter 4: Maintaining Histograms from Data Streams; Chapter 5: Evaluating Streaming Algorithms; Chapter 6: Clustering from Data Streams; Chapter 7: Frequent Pattern Mining; Chapter 8: Decision Trees from Data Streams; Chapter 9: Novelty Detection in Data Streams; Chapter 10: Ensembles of Classiers; Chapter 11: Time Series Data Streams; Chapter 12: Ubiquitous Data Mining. Chapter 13: Final CommentsAppendix A; Bibliography; Back cover.
• Publisher Details: Boca Raton, FL : Chapman & Hall/CRC
• Publication Date: 2010
• Copyright Date: 2010
• Extent: 1 online resource (xix, 237 pages), illustrations
• Subjects: 006.3 /12; Computer algorithms; Machine learning; Data mining; Algorithms; Artificial Intelligence; Data Mining; COMPUTERS -- General; Computer algorithms; Data mining; Machine learning; Electronic books
• Languages: English
• ISBNs: 9781439826126; 1439826129
• Related ISBNs: 9781439826119; 1439826110
• Notes: Note: Includes bibliographical references and index.; Note: Print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.