IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning [electronic resource] : 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 /
Material type: TextSeries: Communications in Computer and Information Science ; 1325Publisher: Cham : Springer International Publishing : Imprint: Springer, 2020Edition: 1st ed. 2020Description: XVII, 310 p. 84 illus. online resourceContent type:- text
- computer
- online resource
- 9783030667702
- Artificial intelligence
- Computer networks
- Computer systems
- Education -- Data processing
- Social sciences -- Data processing
- Software engineering
- Artificial Intelligence
- Computer Communication Networks
- Computer System Implementation
- Computers and Education
- Computer Application in Social and Behavioral Sciences
- Software Engineering
- 006.3 23
- Q334-342
- TA347.A78
Stream Learning -- Feature Learning -- Unsupervised Machine Learning -- Hardware -- Methods -- Quantization.
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.
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