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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.
ISBN: 9783030667696
Sprache: Englisch
Seitenzahl: 310
Produktart: Kartoniert / Broschiert
Herausgeber: Bifet, Albert Blott, Michaela Fröning, Holger Gama, Joao Pashami, Sepideh Pernkopf, Franz Sayed-Mouchawe, Moamar Schiele, Gregor
Verlag: Springer International Publishing
Veröffentlicht: 10.01.2021
Untertitel: 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
Schlagworte: Field Programmable Gate Array (FPGA) artificial intelligence computer hardware computer networks computer systems data mining data security distributed computer systems distributed systems embedded systems