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
Herausgegeben:Gama, Joao; Pashami, Sepideh; Bifet, Albert; Sayed-Mouchawe, Moamar; Fröning, Holger; Pernkopf, Franz; Schiele, Gregor; Blott, Michaela

• Broschiertes Buch

Produktbeschreibung

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.

Produktdetails

• Communications in Computer and Information Science 1325
• Verlag: Springer / Springer International Publishing / Springer, Berlin
• Artikelnr. des Verlages: 978-3-030-66769-6
• 1st ed. 2020
• Seitenzahl: 328
• Erscheinungstermin: 10. Januar 2021
• Englisch
• Abmessung: 235mm x 155mm x 18mm
• Gewicht: 499g
• ISBN-13: 9783030667696
• ISBN-10: 3030667693
• Artikelnr.: 60702619

Inhaltsangabe

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