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IoT streams for data-driven predictive maintenance and IoT, Edge, and mobile for embedded machine learning :Second International Workshop, IoT Streams 2020 and First International Workshop, ITEM 2020, co-located with ECML/PKDD 2020 Ghent, Belgium, September 14-18, 2020, revised selected papers /

紀錄類型:	書目-語言資料,印刷品 : 單行本
正題名/作者:	IoT streams for data-driven predictive maintenance and IoT, Edge, and mobile for embedded machine learning :/ Joao Gama ... [et al.], (eds.).
其他題名:	Second International Workshop, IoT Streams 2020 and First International Workshop, ITEM 2020, co-located with ECML/PKDD 2020 Ghent, Belgium, September 14-18, 2020, revised selected papers /
其他作者:	Gama, João,
出版者:	Cham, Switzerland :Springer,c2020.
面頁冊數:	xvii, 310 p. :ill. ;24 cm.
標題:	Artificial intelligence. -
ISBN:	9783030667696 (pbk.) :

IoT streams for data-driven predictive maintenance and IoT, Edge, and mobile for embedded machine learning :Second International Workshop, IoT Streams 2020 and First International Workshop, ITEM 2020, co-located with ECML/PKDD 2020 Ghent, Belgium, September 14-18, 2020, revised selected papers /
IoT streams for data-driven predictive maintenance and IoT, Edge, and mobile for embedded machine learning :Second International Workshop, IoT Streams 2020 and First International Workshop, ITEM 2020, co-located with ECML/PKDD 2020 Ghent, Belgium, September 14-18, 2020, revised selected papers /Joao Gama ... [et al.], (eds.). - Cham, Switzerland :Springer,c2020. - xvii, 310 p. :ill. ;24 cm. - Communications in computer and information science,13251865-0929 ;.

Includes bibliographical references and author index.

Stream Learning -- Feature Learning -- Unsupervised Machine Learning -- Hardware -- Methods -- Quantization.

This book constitutes selected papers from the Second International Workshop on IoT Streams for Data-Driven Predictive Maintenance, IoT Streams 2020, and First International Workshop on IoT, Edge, and Mobile for Embedded Machine Learning, ITEM 2020, co-located with ECML/PKDD 2020 and held in September 2020. Due to the COVID-19 pandemic the workshops were held online. The 21 full papers and 3 short papers presented in this volume were thoroughly reviewed and selected from 35 submissions and are organized according to the workshops and their topics: IoT Streams 2020: Stream Learning; Feature Learning; ITEM 2020: Unsupervised Machine Learning; Hardware; Methods; Quantization.

ISBN: 9783030667696 (pbk.) :NT2291

Nat. Bib. Agency Control No.: 020116754UkSubjects--Topical Terms:

148186
Artificial intelligence.

LC Class. No.: Q334-342

Dewey Class. No.: 006.3

IoT streams for data-driven predictive maintenance and IoT, Edge, and mobile for embedded machine learning :Second International Workshop, IoT Streams 2020 and First International Workshop, ITEM 2020, co-located with ECML/PKDD 2020 Ghent, Belgium, September 14-18, 2020, revised selected papers /
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020 $z 9783030667702 (eBook)
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035 $a on1247943997
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050 # 4 $a Q334-342
082 0 4 $a 006.3 $2 23
245 0 0 $a IoT streams for data-driven predictive maintenance and IoT, Edge, and mobile for embedded machine learning : $b Second International Workshop, IoT Streams 2020 and First International Workshop, ITEM 2020, co-located with ECML/PKDD 2020 Ghent, Belgium, September 14-18, 2020, revised selected papers / $c Joao Gama ... [et al.], (eds.).
260 # $a Cham, Switzerland : $b Springer, $c c2020.
300 $a xvii, 310 p. : $b ill. ; $c 24 cm.
490 0 $a Communications in computer and information science, $x 1865-0929 ; $v 1325
504 $a Includes bibliographical references and author index.
505 0 # $a Stream Learning -- Feature Learning -- Unsupervised Machine Learning -- Hardware -- Methods -- Quantization.
520 # $a This book constitutes selected papers from the Second International Workshop on IoT Streams for Data-Driven Predictive Maintenance, IoT Streams 2020, and First International Workshop on IoT, Edge, and Mobile for Embedded Machine Learning, ITEM 2020, co-located with ECML/PKDD 2020 and held in September 2020. Due to the COVID-19 pandemic the workshops were held online. The 21 full papers and 3 short papers presented in this volume were thoroughly reviewed and selected from 35 submissions and are organized according to the workshops and their topics: IoT Streams 2020: Stream Learning; Feature Learning; ITEM 2020: Unsupervised Machine Learning; Hardware; Methods; Quantization.
530 $a Also published electronically.
650 # 0 $a Artificial intelligence. $3 148186
650 # 0 $a Computer networks. $3 146661
650 # 0 $a Computer architecture. $3 147304
650 # 0 $a Education $x Data processing. $3 155349
650 # 0 $a Application software. $3 147300
650 # 0 $a Software engineering. $3 147513
700 1 # $a Gama, João, $e editor. $3 1000140834
711 2 2 $a IoT Streams (Workshop) $n (2nd : $d 2020 : $c Ghent, Belgium) $3 1000140835
711 2 2 $a ITEM (Workshop : IoT, Edge, and Mobile) $n (1st : $d 2020 : $c Ghent, Belgium) $3 1000140836
711 2 # $a ECML PKDD (Conference) $d (2020 : $c Ghent, Belgium) $3 1000140596

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