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Michaela Blott, Gregor Schiele, Franz Pernkopf, Holger Froning, Moamar Sayed-Mouchawe, Albert Bifet, Sepideh Pashami, Joao Gama - IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning, E-bok

E-bok, Engelska, 2021

IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning

Av Michaela Blott, Gregor Schiele, Franz Pernkopf, Holger Froning, Moamar Sayed-Mouchawe, Albert Bifet, Sepideh Pashami, Joao Gama

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Beskrivning
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.
Produktinformation
  • Utgivningsdatum: 2021-01-09
  • Språk: Engelska
  • Filformat: EPUB
  • Kopieringsskydd: LCP
  • ISBN: 9783030667702
  • Förlag: Springer International Publishing
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