{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T10:19:06Z","timestamp":1740133146003,"version":"3.37.3"},"reference-count":71,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"10","license":[{"start":{"date-parts":[[2018,10,1]],"date-time":"2018-10-01T00:00:00Z","timestamp":1538352000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Circuits Syst. Video Technol."],"published-print":{"date-parts":[[2018,10]]},"DOI":"10.1109\/tcsvt.2017.2764868","type":"journal-article","created":{"date-parts":[[2017,10,20]],"date-time":"2017-10-20T18:05:58Z","timestamp":1508522758000},"page":"2933-2945","source":"Crossref","is-referenced-by-count":24,"title":["Activity Recognition in Sensor Data Streams for Active and Assisted Living Environments"],"prefix":"10.1109","volume":"28","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1239-9261","authenticated-orcid":false,"given":"Fadi Al","family":"Machot","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2806-7392","authenticated-orcid":false,"given":"Ahmad Haj","family":"Mosa","sequence":"additional","affiliation":[]},{"given":"Mouhannad","family":"Ali","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0773-9476","authenticated-orcid":false,"given":"Kyandoghere","family":"Kyamakya","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.3390\/s150511312"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2014.241"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1142\/S0129065712500281"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TRO.2006.878937"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TENCON.2016.7848028"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1093\/ietisy\/e89-d.7.2180"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2014.2369044"},{"key":"ref30","first-page":"1","article-title":"Abnormal event detection in crowded scenes based on structural multi-scale motion interrelated patterns","author":"du","year":"2013","journal-title":"Proc IEEE Int Conf Multimedia Expo (ICME)"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2015.07.085"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1080\/08839514.2013.769078"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/S0169-7439(98)00200-7"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-73417-8_30"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1023\/A:1013637720281"},{"journal-title":"The Nature of Statistical Learning Theory","year":"2013","author":"vapnik","key":"ref62"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/72.991427"},{"key":"ref63","volume":"1","author":"vapnik","year":"1998","journal-title":"Statistical Learning Theory"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.cviu.2003.08.001"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-5703-6_3"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2006.876289"},{"article-title":"Support vector machines: Training and applications","year":"1998","author":"osuna","key":"ref65"},{"key":"ref66","article-title":"Practical feature subset selection for machine learning","author":"hall","year":"1998","journal-title":"Proc 21st Austral Comput Sci Conf ACSC"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/UMEDIA.2015.7297468"},{"article-title":"Weka: Practical machine learning tools and techniques with java implementations","year":"1999","author":"witten","key":"ref67"},{"key":"ref68","article-title":"Tutorial on training recurrent neural networks, covering BPPT, RTRL, EKF and the ‘Echo State Network’ approach","volume":"5","author":"jaeger","year":"2002"},{"key":"ref69","first-page":"224","article-title":"Multiple people activity recognition using simple sensors","author":"phua","year":"2011","journal-title":"Proc Of PECC"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2012.328"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1197\/jamia.M2026"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.is.2011.09.010"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2013.2256349"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/MPRV.2014.52"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.14257\/ijsh.2013.7.6.03"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/s12243-013-0407-2"},{"key":"ref26","first-page":"69","article-title":"Acoustic fall detection using Gaussian mixture models and GMM supervectors","author":"zhuang","year":"2009","journal-title":"Proc IEEE Int Conf Acoust Speech Signal Process (ICASSP)"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/PerCom.2014.6813944"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2008.4518365"},{"journal-title":"Activity Learning Discovering Recognizing and Predicting Human Behavior from Sensor Data","year":"2015","author":"cook","key":"ref51"},{"journal-title":"Mathematical Statistics and Data Analysis","year":"2006","author":"rice","key":"ref59"},{"key":"ref58","first-page":"273","article-title":"On using temporal features to create more accurate human-activity classifiers","author":"ye","year":"2009","journal-title":"Artificial Intelligence and Cognitive Science"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/SURV.2012.110112.00192"},{"key":"ref56","first-page":"24","article-title":"Using information gain attribute evaluation to classify sonar targets","author":"novakovic","year":"2009","journal-title":"Proc 17th Telecommunications Forum TELFOR"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/j.pmcj.2010.03.004"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.3390\/s130202682"},{"key":"ref53","first-page":"1","article-title":"Long term analysis of daily activities in smart home","author":"fahad","year":"2013","journal-title":"Proc ESANN"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.pmcj.2012.07.003"},{"key":"ref10","first-page":"610","article-title":"Event modeling and recognition using Markov logic networks","author":"tran","year":"2008","journal-title":"Computer Vision"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2005.1574528"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1631\/jzus.2005.A0476"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.pmcj.2015.01.007"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.pmcj.2012.11.004"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICWR.2016.7498458"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/AVSS.2011.6027378"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/AVSS.2011.6027362"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-07467-2_41"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.33"},{"journal-title":"Dynamic probabilistic network based human action recognition","year":"2016","author":"veenendaal","key":"ref19"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TRO.2009.2030225"},{"key":"ref3","first-page":"96","article-title":"Cognitive modeling and support for ambient assistance","author":"michael","year":"2012","journal-title":"Information Systems Methods Models and Applications"},{"key":"ref6","first-page":"324","article-title":"Chronicle recognition improvement using temporal focusing and hierarchization","volume":"7","author":"dousson","year":"2007","journal-title":"Proc IJCAI"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/1877937.1877941"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2008.06.008"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/AVSS.2005.1577271"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1007\/s00779-009-0277-9"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-83397-7_2"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/2994551.2994569"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/BSN.2016.7516235"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2017.2707477"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/2647868.2654912"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.751"},{"key":"ref41","first-page":"1","article-title":"A deep neural architecture for kitchen activity recognition","author":"granada","year":"2017","journal-title":"Proc Assoc Adv Artif Intell"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2016.04.032"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2016.08.003"}],"container-title":["IEEE Transactions on Circuits and Systems for Video Technology"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/76\/8506638\/08076880.pdf?arnumber=8076880","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:29:04Z","timestamp":1642004944000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8076880\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,10]]},"references-count":71,"journal-issue":{"issue":"10"},"URL":"https:\/\/doi.org\/10.1109\/tcsvt.2017.2764868","relation":{},"ISSN":["1051-8215","1558-2205"],"issn-type":[{"type":"print","value":"1051-8215"},{"type":"electronic","value":"1558-2205"}],"subject":[],"published":{"date-parts":[[2018,10]]}}}