Learning from Data Streams 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

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João Gama 作者

Springer

譯者

2007-10-11 出版日期

254 頁數

GBP 96.00 價格

Hardcover

叢書系列

9783540736783 圖書編碼

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發表於2024-10-01

Learning from Data Streams 在線電子書 epub 下載 mobi 下載 pdf 下載 txt 下載 2024

Learning from Data Streams 在線電子書 epub 下載 pdf 下載 mobi 下載 txt 下載 2024

Learning from Data Streams 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

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Learning from Data Streams 在線電子書 pdf 下載 txt下載 epub 下載 mobi 在線電子書下載

Learning from Data Streams 在線電子書圖書描述

Sensor networks consist of distributed autonomous devices that cooperatively monitor an environment. Sensors are equipped with capacities to store information in memory, process this information and communicate with their neighbors. Processing data streams generated from wireless sensor networks has raised new research challenges over the last few years due to the huge numbers of data streams to be managed continuously and at a very high rate.The book provides the reader with a comprehensive overview of stream data processing, including famous prototype implementations like the Nile system and the TinyOS operating system. The set of chapters covers the state-of-art in data stream mining approaches using clustering, predictive learning, and tensor analysis techniques, and applying them to applications in security, the natural sciences, and education. This research monograph delivers to researchers and graduate students the state of the art in data stream processing in sensor networks. The huge bibliography offers an excellent starting point for further reading and future research.

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