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gama joao (curatore); pashami sepideh (curatore); bifet albert (curatore); sayed-mouchawe moamar (curatore); fröning holger (curatore); pernkopf franz (curatore); schiele gregor (curatore); blott michaela (curatore) - 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 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

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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Springer

Pubblicazione: 01/2021
Edizione: 1st ed. 2020





Trama

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.




Sommario

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










Altre Informazioni

ISBN:

9783030667696

Condizione: Nuovo
Collana: Communications in Computer and Information Science
Dimensioni: 235 x 155 mm
Formato: Brossura
Illustration Notes:XVII, 310 p. 84 illus.
Pagine Arabe: 310
Pagine Romane: xvii


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