{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,29]],"date-time":"2026-09-29T13:54:19Z","timestamp":1790690059124,"version":"4.1.0"},"reference-count":34,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2017,10,1]],"date-time":"2017-10-01T00:00:00Z","timestamp":1506816000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"name":"European Union\u2019s FP7 Project COSMOS","award":["609043"],"award-info":[{"award-number":["609043"]}]},{"DOI":"10.13039\/100010661","name":"European Union\u2019s Horizon 2020 Project CPaaS.io","doi-asserted-by":"publisher","award":["723076"],"award-info":[{"award-number":["723076"]}],"id":[{"id":"10.13039\/100010661","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Internet Things J."],"published-print":{"date-parts":[[2017,10]]},"DOI":"10.1109\/jiot.2017.2712672","type":"journal-article","created":{"date-parts":[[2017,6,6]],"date-time":"2017-06-06T14:38:53Z","timestamp":1496759933000},"page":"1571-1582","source":"Crossref","is-referenced-by-count":113,"title":["Predictive Analytics for Complex IoT Data Streams"],"prefix":"10.1109","volume":"4","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6456-5500","authenticated-orcid":false,"given":"Adnan","family":"Akbar","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Abdullah","family":"Khan","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Francois","family":"Carrez","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Klaus","family":"Moessner","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref33","year":"2016","journal-title":"D 4 1 3 Information and Data Lifecycle Management Design and Open Specification (Final)"},{"key":"ref32","first-page":"1","article-title":"MLlib: Machine learning in apache spark","volume":"17","author":"meng","year":"2016","journal-title":"J Mach Learn Res"},{"key":"ref31","first-page":"474","article-title":"IVA algorithms using a multivariate Student’s t source prior for speech source separation in real room environments","author":"rafique","year":"2015","journal-title":"Proc IEEE Int Conf Acoust Speech Signal Process (ICASSP)"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.2307\/2290063"},{"key":"ref34","author":"ta-shma","year":"2016","journal-title":"Channeling Oceans of IoT Data"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/SURV.2013.103013.00206"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/2371316.2371323"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1155\/2014\/159052"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/79.543975"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/INES.2014.6909343"},{"key":"ref15","volume":"2013","author":"thomas","year":"2013","journal-title":"Real time traffic forecast"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/BF00116900"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2016.06.016"},{"key":"ref18","first-page":"1601","article-title":"MOA: Massive online analysis","volume":"11","author":"bifet","year":"2010","journal-title":"J Mach Learn Res"},{"key":"ref19","first-page":"10","article-title":"Discretized streams: An efficient and fault-tolerant model for stream processing on large clusters","author":"zaharia","year":"2012","journal-title":"Proc HotCloud"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/1619258.1619264"},{"key":"ref4","author":"etzion","year":"2010","journal-title":"Event Processing in Action"},{"key":"ref27","year":"2010","journal-title":"Scouris’s Arduino Adventures"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2015.7248381"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/WF-IoT.2015.7389133"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/s00607-014-0404-y"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/2187671.2187677"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2004.837813"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CoASE.2014.6899470"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.4304\/jnw.6.6.887-894"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2012.02.049"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/CCCM.2009.5267755"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-7908-2604-3_16"},{"key":"ref22","year":"2016","journal-title":"IBM Node Red A visual tool for wiring the Internet of Things"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/WF-IoT.2015.7389075"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1086\/167197"},{"key":"ref23","first-page":"2825","article-title":"Scikit-learn: Machine learning in Python","volume":"12","author":"pedregosa","year":"2011","journal-title":"J Mach Learn Res"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1023\/B:STCO.0000035301.49549.88"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1198\/016214503388619238"}],"container-title":["IEEE Internet of Things Journal"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6488907\/8059894\/07939961.pdf?arnumber=7939961","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T11:40:21Z","timestamp":1641987621000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7939961\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,10]]},"references-count":34,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/jiot.2017.2712672","relation":{},"ISSN":["2327-4662"],"issn-type":[{"value":"2327-4662","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,10]]}}}