{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,6]],"date-time":"2026-01-06T13:15:20Z","timestamp":1767705320217},"reference-count":24,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,1,8]],"date-time":"2023-01-08T00:00:00Z","timestamp":1673136000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,1,8]],"date-time":"2023-01-08T00:00:00Z","timestamp":1673136000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,1,8]]},"DOI":"10.1109\/ccnc51644.2023.10060415","type":"proceedings-article","created":{"date-parts":[[2023,3,17]],"date-time":"2023-03-17T17:17:55Z","timestamp":1679073475000},"source":"Crossref","is-referenced-by-count":9,"title":["LE3D: A Lightweight Ensemble Framework of Data Drift Detectors for Resource-Constrained Devices"],"prefix":"10.1109","author":[{"given":"Ioannis","family":"Mavromatis","sequence":"first","affiliation":[{"name":"Toshiba Europe Ltd.,Bristol Research and Innovation Laboratory (BRIL),Bristol,UK"}]},{"given":"Adrian","family":"Sanchez-Mompo","sequence":"additional","affiliation":[{"name":"Toshiba Europe Ltd.,Bristol Research and Innovation Laboratory (BRIL),Bristol,UK"}]},{"given":"Francesco","family":"Raimondo","sequence":"additional","affiliation":[{"name":"University of Bristol,Department of Electrical and Electronic Engineering,Bristol,UK"}]},{"given":"James","family":"Pope","sequence":"additional","affiliation":[{"name":"University of Bristol,Department of Engineering Mathematics,Bristol,UK"}]},{"given":"Marcello","family":"Bullo","sequence":"additional","affiliation":[{"name":"Toshiba Europe Ltd.,Bristol Research and Innovation Laboratory (BRIL),Bristol,UK"}]},{"given":"Ingram","family":"Weeks","sequence":"additional","affiliation":[{"name":"Toshiba Europe Ltd.,Bristol Research and Innovation Laboratory (BRIL),Bristol,UK"}]},{"given":"Vijay","family":"Kumar","sequence":"additional","affiliation":[{"name":"Toshiba Europe Ltd.,Bristol Research and Innovation Laboratory (BRIL),Bristol,UK"}]},{"given":"Pietro","family":"Carnelli","sequence":"additional","affiliation":[{"name":"Toshiba Europe Ltd.,Bristol Research and Innovation Laboratory (BRIL),Bristol,UK"}]},{"given":"George","family":"Oikonomou","sequence":"additional","affiliation":[{"name":"University of Bristol,Department of Electrical and Electronic Engineering,Bristol,UK"}]},{"given":"Theodoros","family":"Spyridopoulos","sequence":"additional","affiliation":[{"name":"School of Computer Science and Informatics, Cardiff University,Cardiff,UK"}]},{"given":"Aftab","family":"Khan","sequence":"additional","affiliation":[{"name":"Toshiba Europe Ltd.,Bristol Research and Innovation Laboratory (BRIL),Bristol,UK"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICM50269.2020.9331794"},{"key":"ref24","article-title":"Compute Module 3b+ [Online]","year":"2022","journal-title":"RaspberryPi"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2019.11.111"},{"key":"ref23","author":"phillips","year":"2021","journal-title":"ZunZun Curve Fitting Library [Online]"},{"key":"ref15","first-page":"1","article-title":"PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams","author":"yang","year":"2021","journal-title":"Proc of IEEE GLOBECOM 2021"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2912631"},{"key":"ref20","author":"mavromatis","year":"2023","journal-title":"Demo LE3D A Privacy-preserving Lightweight Data Drift Detection Framework"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/58.3.509"},{"key":"ref22","year":"2022","journal-title":"Eclipse Paho MQTT Client]"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972771.42"},{"key":"ref21","author":"montiel","year":"2020","journal-title":"River machine learning for streaming data in Python"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/EEEIC.2016.7555867"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3390\/s16101644"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2886026"},{"key":"ref16","article-title":"Indoor Air Pollution","author":"ritchie","year":"2013","journal-title":"Our World in Data"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-804317-2.00007-2"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2014.2345382"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2019.2924883"},{"key":"ref7","first-page":"509","article-title":"Unsupervised Statistical Concept Drift Detection for Behaviour Abnormality Detection","volume":"58","author":"friedrich","year":"2022","journal-title":"Applied Intelligence"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/PRISMS.2014.6970594"},{"key":"ref4","first-page":"1","article-title":"Intrusion Detection in the IoT under Data and Concept Drifts: Online Deep Learning Approach","author":"wahab","year":"2022","journal-title":"IEEE Internet of Things Journal"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2833206"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-019-43716-3"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2929594"}],"event":{"name":"2023 IEEE 20th Consumer Communications & Networking Conference (CCNC)","location":"Las Vegas, NV, USA","start":{"date-parts":[[2023,1,8]]},"end":{"date-parts":[[2023,1,11]]}},"container-title":["2023 IEEE 20th Consumer Communications & Networking Conference (CCNC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10059462\/10059600\/10060415.pdf?arnumber=10060415","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,4,10]],"date-time":"2023-04-10T18:51:38Z","timestamp":1681152698000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10060415\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,1,8]]},"references-count":24,"URL":"https:\/\/doi.org\/10.1109\/ccnc51644.2023.10060415","relation":{},"subject":[],"published":{"date-parts":[[2023,1,8]]}}}