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

Gama, Joao (EDT); Pashami, Sepideh (EDT); Bifet, Albert (EDT); Sayed-mouchawe, Moamar (EDT); Fröning, Holger (EDT)

ISBN 10: 3030667693 / ISBN 13: 9783030667696

Editore: Springer, 2021

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Codice articolo 43436757-n

Dati bibliografici

• Titolo: 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
• Editore: Springer
• Data di pubblicazione: 2021
• Lingua: Inglese
• ISBN 10: 3030667693
• ISBN 13: 9783030667696
• Rilegatura: Brossura
• Condizione: New

Descrizione articolo

Riassunto

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.