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Knowledge discovery from data streams

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 dat...

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Detalles Bibliográficos
Autor principal: Gama, Joao
Lenguaje:eng
Publicado: CRC Press 2010
Acceso en línea:http://cds.cern.ch/record/1483249
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author Gama, Joao
author_facet Gama, Joao
author_sort Gama, Joao
collection CERN
description 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,
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institution Organización Europea para la Investigación Nuclear
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spelling cern-14832492021-04-22T00:19:47Zhttp://cds.cern.ch/record/1483249engGama, JoaoKnowledge discovery from data streamsSince 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,CRC Pressoai:cds.cern.ch:14832492010
spellingShingle Gama, Joao
Knowledge discovery from data streams
title Knowledge discovery from data streams
title_full Knowledge discovery from data streams
title_fullStr Knowledge discovery from data streams
title_full_unstemmed Knowledge discovery from data streams
title_short Knowledge discovery from data streams
title_sort knowledge discovery from data streams
url http://cds.cern.ch/record/1483249
work_keys_str_mv AT gamajoao knowledgediscoveryfromdatastreams