{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,7]],"date-time":"2026-08-07T14:46:40Z","timestamp":1786114000617,"version":"3.56.0"},"reference-count":55,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2019,4,1]],"date-time":"2019-04-01T00:00:00Z","timestamp":1554076800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,4,1]],"date-time":"2019-04-01T00:00:00Z","timestamp":1554076800000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,4,1]],"date-time":"2019-04-01T00:00:00Z","timestamp":1554076800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,4,1]],"date-time":"2019-04-01T00:00:00Z","timestamp":1554076800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"US National Science Foundation","award":["IIS-1404673"],"award-info":[{"award-number":["IIS-1404673"]}]},{"name":"US National Science Foundation","award":["IIP-1648907"],"award-info":[{"award-number":["IIP-1648907"]}]},{"name":"US National Science Foundation","award":["IIP-1540119"],"award-info":[{"award-number":["IIP-1540119"]}]},{"name":"US National Science Foundation","award":["IIS-1254117"],"award-info":[{"award-number":["IIS-1254117"]}]},{"name":"US National Science Foundation","award":["II-New-1205695"],"award-info":[{"award-number":["II-New-1205695"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. on Mobile Comput."],"published-print":{"date-parts":[[2019,4,1]]},"DOI":"10.1109\/tmc.2018.2841905","type":"journal-article","created":{"date-parts":[[2018,6,7]],"date-time":"2018-06-07T19:04:16Z","timestamp":1528398256000},"page":"857-870","source":"Crossref","is-referenced-by-count":89,"title":["HuMAn: Complex Activity Recognition with Multi-Modal Multi-Positional Body Sensing"],"prefix":"10.1109","volume":"18","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0508-965X","authenticated-orcid":false,"given":"Pratool","family":"Bharti","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3363-0020","authenticated-orcid":false,"given":"Debraj","family":"De","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5330-8549","authenticated-orcid":false,"given":"Sriram","family":"Chellappan","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9471-0868","authenticated-orcid":false,"given":"Sajal K.","family":"Das","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1613\/jair.279"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.4249\/scholarpedia.1883"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/2370216.2370441"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/SURV.2012.110112.00192"},{"key":"ref31","first-page":"282","article-title":"Conditional random fields: Probabilistic models for segmenting and labeling sequence data","author":"lafferty","year":"2001","journal-title":"Proc 18th Int Conf Mach Learn"},{"key":"ref30","first-page":"3","article-title":"Supervised machine learning: A review of classification techniques","author":"kotsiantis","year":"2007","journal-title":"Proc Conf Emerging Artif Intell Appl Comput Eng Real Word AI Syst Appl eHealth HCI Inf Retrieval Pervasive Technol"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TITB.2005.856863"},{"key":"ref36","author":"murphy","year":"2006","journal-title":"Naive Bayes Classifier"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/26.103043"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611973440.71"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TITB.2010.2051955"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2017.2761744"},{"key":"ref29","first-page":"171","article-title":"Estimating attributes: analysis and extensions of relief","author":"kononenko","year":"1994","journal-title":"Proc Eur Conf Mach Learn"},{"key":"ref2","year":"0","journal-title":"Fitbit Wearable Device"},{"key":"ref1","year":"0","journal-title":"Biostrap Wearable Device"},{"key":"ref20","first-page":"359","article-title":"Correlation-based feature selection for discrete and numeric class machine learning","author":"hall","year":"2000","journal-title":"Proc 17th Int Conf Mach Learn"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2018.3620960"},{"key":"ref21","first-page":"359","article-title":"Correlation-based feature selection of discrete and numeric class machine learning","author":"hall","year":"2000","journal-title":"Proc 17th Int Conf Mach Learn"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/WAINA.2015.38"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/34.574797"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/MIC.2015.115"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ISIE.2009.5222001"},{"key":"ref50","doi-asserted-by":"crossref","first-page":"62","DOI":"10.1007\/11428572_5","article-title":"Simultaneous tracking and activity recognition (STAR) using many anonymous, binary sensors","author":"wilson","year":"2005","journal-title":"Proc 3rd Int Conf Pervasive Comput"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2565479"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/ROBOT.2009.5152756"},{"key":"ref54","first-page":"2545","article-title":"Cross-people mobile-phone based activity recognition","author":"zhao","year":"2011","journal-title":"Proc 22nd Int Joint Conf Artif Intell"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/PerCom.2014.6813944"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2017.1700082"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/2499621"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/s00779-010-0331-7"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/HealthCom.2016.7749457"},{"key":"ref12","doi-asserted-by":"crossref","first-page":"319","DOI":"10.1007\/978-3-642-12654-3_19","article-title":"Active capacitive sensing: Exploring a new wearable sensing modality for activity recognition","author":"cheng","year":"2010","journal-title":"Proc Int Conf Pervasive Comput"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/MPRV.2008.39"},{"key":"ref14","year":"2013","journal-title":"CRFSharp"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TITB.2010.2045003"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/MIC.2015.72"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/THMS.2014.2377111"},{"key":"ref18","year":"0","journal-title":"Gimbal Bluetooth Beacon"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2014.2307069"},{"key":"ref4","year":"0","journal-title":"Lumo Lift Wearable Device"},{"key":"ref3","year":"0","journal-title":"Lumo Back Wearable Device"},{"key":"ref6","first-page":"1","article-title":"Pearson correlation coefficient","author":"benesty","year":"2009","journal-title":"Noise Reduction in Speech Processing"},{"key":"ref5","year":"0","journal-title":"Nike+ Wearable"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2014.2328340"},{"key":"ref49","doi-asserted-by":"crossref","first-page":"481","DOI":"10.1016\/0021-9681(87)90004-X","article-title":"The hierarchical relationship between activities of daily living and instrumental activities of daily living","volume":"40","author":"murphy","year":"1987","journal-title":"J Chronic Diseases"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2017.2692179"},{"key":"ref9","doi-asserted-by":"crossref","DOI":"10.3390\/s16111965","article-title":"A real-time kinect signature-based patient home monitoring system","volume":"16","author":"blumrosen","year":"2016","journal-title":"Sens"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/BSN.2015.7299406"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.3758\/BF03213026"},{"key":"ref48","article-title":"The quantified self","author":"wolf","year":"0"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.pmcj.2010.11.008"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/PerCom.2013.6526712"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/MSMC.2015.2501163"},{"key":"ref44","year":"0","journal-title":"Samsung Galaxy S4"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/2490832"}],"container-title":["IEEE Transactions on Mobile Computing"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielaam\/7755\/8660560\/8374816-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7755\/8660560\/08374816.pdf?arnumber=8374816","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,13]],"date-time":"2022-07-13T20:41:05Z","timestamp":1657744865000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8374816\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,4,1]]},"references-count":55,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tmc.2018.2841905","relation":{},"ISSN":["1536-1233","1558-0660","2161-9875"],"issn-type":[{"value":"1536-1233","type":"print"},{"value":"1558-0660","type":"electronic"},{"value":"2161-9875","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,4,1]]}}}