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
Seiten
2021
|
1st ed. 2020
Springer International Publishing (Verlag)
978-3-030-66769-6 (ISBN)
Springer International Publishing (Verlag)
978-3-030-66769-6 (ISBN)
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.
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.
Stream Learning.- Feature Learning.- Unsupervised Machine Learning.- Hardware.- Methods.- Quantization.
| Erscheinungsdatum | 12.01.2021 |
|---|---|
| Reihe/Serie | Communications in Computer and Information Science |
| Zusatzinfo | XVII, 310 p. 84 illus. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 499 g |
| Themenwelt | Informatik ► Software Entwicklung ► Mobile- / App-Entwicklung |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Schlagworte | Applications • Artificial Intelligence • Computer Hardware • Computer Networks • Computer Science • Computer systems • conference proceedings • Data Mining • Data Security • distributed computer systems • Distributed Systems • Embedded Systems • Field Programmable Gate Array (FPGA) • Informatics • learning • machine learning • Microprocessor chips • Network Protocols • Neural networks • parallel processing systems • Research • sensors • Signal Processing • Software engineering |
| ISBN-10 | 3-030-66769-3 / 3030667693 |
| ISBN-13 | 978-3-030-66769-6 / 9783030667696 |
| Zustand | Neuware |
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