IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning (häftad)
Format
Häftad (Paperback / softback)
Språk
Engelska
Antal sidor
310
Utgivningsdatum
2021-01-10
Upplaga
1st ed. 2020
Förlag
Springer Nature Switzerland AG
Medarbetare
Gama, Joao (ed.), Pashami, Sepideh (ed.), Bifet, Albert (ed.), Blott, Michaela (ed.), Fröning, Holger (ed.), Pernkopf, Franz (ed.), Schiele, Gregor (ed.), Sayed-Mouchawe, Moamar (ed.)
Illustrationer
84 Illustrations, black and white; XVII, 310 p. 84 illus.
Dimensioner
234 x 156 x 18 mm
Vikt
463 g
Antal komponenter
1
Komponenter
1 Paperback / softback
ISBN
9783030667696
IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning (häftad)

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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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.
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Innehållsförteckning

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