IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning

丛 书 名：Communications in Computer and Information Science

版本说明：1

作     者：Joao Gama Sepideh Pashami Albert Bifet Moamar Sayed-Mouchawe Holger Fröning Franz Pernkopf Gregor Schiele Michaela Blott 

I S B N：(纸本) 9783030667696 

出 版 社：Springer Cham 

出 版 年：1000年

页      数：XVII, 310页

主 题 词：Artificial Intelligence Computer Communication Networks Computer System Implementation Computers and Education Computer Appl. in Social and Behavioral Sciences Software Engineering/Programming and Operating Systems 

摘      要：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:;Stream Learning; Feature Learning;;Unsupervised Machine Learning; Hardware; Methods; Quantization.