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

310 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

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.

• Reihe: Communications in Computer and Information Science
• ISBN: 9783030667696
• Sprache: Englisch
• Erscheinungsdatum: 10.01.2021
• Genre: Informatik, EDV/Informatik
• Verlag: Springer International Publishing
• Herausgegeben von: Joao Gama, Sepideh Pashami, Albert Bifet, Moamar Sayed-Mouchawe, Holger Fröning, Franz Pernkopf, Gregor Schiele, Michaela Blott