IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning
IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning
Buch
- 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
- Herausgeber: Joao Gama, Sepideh Pashami, Albert Bifet, Michaela Blott, Holger Fröning, Franz Pernkopf, Gregor Schiele, Moamar Sayed-Mouchawe
- Springer International Publishing AG, 01/2021
- Einband: Kartoniert / Broschiert, Paperback
- Sprache: Englisch
- ISBN-13: 9783030667696
- Bestellnummer: 10404549
- Umfang: 328 Seiten
- Nummer der Auflage: 21001
- Auflage: 1st ed. 2020
- Gewicht: 499 g
- Maße: 235 x 155 mm
- Stärke: 17 mm
- Erscheinungstermin: 10.1.2021
- Serie: Communications in Computer and Information Science - Band 1325
Achtung: Artikel ist nicht in deutscher Sprache!
Klappentext
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.