Knowledge Discovery from Data Streams

Knowledge Discovery from Data Streams
Author: Joao Gama
Publisher: CRC Press
Total Pages: 256
Release: 2010-05-25
Genre: Business & Economics
ISBN: 1439826129


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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


Knowledge Discovery from Data Streams
Language: en
Pages: 256
Authors: Joao Gama
Categories: Business & Economics
Type: BOOK - Published: 2010-05-25 - Publisher: CRC Press

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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 imp
Data Streams
Language: en
Pages: 136
Authors: S. Muthukrishnan
Categories: Computers
Type: BOOK - Published: 2005 - Publisher: Now Publishers Inc

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In the data stream scenario, input arrives very rapidly and there is limited memory to store the input. Algorithms have to work with one or few passes over the
Data Streams
Language: en
Pages: 365
Authors: Charu C. Aggarwal
Categories: Computers
Type: BOOK - Published: 2007-04-03 - Publisher: Springer Science & Business Media

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This book primarily discusses issues related to the mining aspects of data streams and it is unique in its primary focus on the subject. This volume covers mini
Machine Learning Techniques for Improved Business Analytics
Language: en
Pages: 300
Authors: G., Dileep Kumar
Categories: Business & Economics
Type: BOOK - Published: 2018-07-06 - Publisher: IGI Global

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Analytical tools and algorithms are essential in business data and information systems. Efficient economic and financial forecasting in machine learning techniq
Social Network Analytics for Contemporary Business Organizations
Language: en
Pages: 339
Authors: Bansal, Himani
Categories: Business & Economics
Type: BOOK - Published: 2018-03-23 - Publisher: IGI Global

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Social technology is quickly becoming a vital tool in our personal, educational, and professional lives. Its use must be further examined in order to determine