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Querying And Mining Uncertain Data Streams

Af: Aoying Zhou, Cheqing Jin Engelsk Hardback

Querying And Mining Uncertain Data Streams

Af: Aoying Zhou, Cheqing Jin Engelsk Hardback
Tjek vores konkurrenters priser

Data uncertainty widely exists in many applications, and an uncertain data stream is a series of uncertain tuples that arrive rapidly. However, traditional techniques for deterministic data streams cannot be applied to deal with data uncertainty directly due to the exponential growth of possible solution space.

This book provides a comprehensive overview of the authors' work on querying and mining uncertain data streams. Its contents include some important discoveries dealing with typical topics such as top-k query, ER-Topk query, rarity estimation, set similarity, and clustering.

Querying and Mining Uncertain Data Streams is written for professionals, researchers, and graduate students in data mining and its various related fields.

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Data uncertainty widely exists in many applications, and an uncertain data stream is a series of uncertain tuples that arrive rapidly. However, traditional techniques for deterministic data streams cannot be applied to deal with data uncertainty directly due to the exponential growth of possible solution space.

This book provides a comprehensive overview of the authors' work on querying and mining uncertain data streams. Its contents include some important discoveries dealing with typical topics such as top-k query, ER-Topk query, rarity estimation, set similarity, and clustering.

Querying and Mining Uncertain Data Streams is written for professionals, researchers, and graduate students in data mining and its various related fields.

Produktdetaljer
Sprog: Engelsk
Sider: 164
ISBN-13: 9789813108776
Indbinding: Hardback
Udgave:
ISBN-10: 9813108770
Kategori: Databaser
Udg. Dato: 14 jul 2016
Længde: 0mm
Bredde: 0mm
Højde: 0mm
Forlag: World Scientific Publishing Co Pte Ltd
Oplagsdato: 14 jul 2016
Forfatter(e): Aoying Zhou, Cheqing Jin
Forfatter(e) Aoying Zhou, Cheqing Jin


Kategori Databaser


ISBN-13 9789813108776


Sprog Engelsk


Indbinding Hardback


Sider 164


Udgave


Længde 0mm


Bredde 0mm


Højde 0mm


Udg. Dato 14 jul 2016


Oplagsdato 14 jul 2016


Forlag World Scientific Publishing Co Pte Ltd

Kategori sammenhænge