{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,2]],"date-time":"2026-04-02T04:31:34Z","timestamp":1775104294363,"version":"3.50.1"},"reference-count":30,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,3]]},"DOI":"10.1109\/percomw.2018.8480314","type":"proceedings-article","created":{"date-parts":[[2018,10,8]],"date-time":"2018-10-08T23:49:51Z","timestamp":1539042591000},"page":"704-709","source":"Crossref","is-referenced-by-count":5,"title":["Energy-based decision engine for household human activity recognition"],"prefix":"10.1109","author":[{"given":"Anastasios","family":"Vafeiadis","sequence":"first","affiliation":[]},{"given":"Thanasis","family":"Vafeiadis","sequence":"additional","affiliation":[]},{"given":"Stelios","family":"Zikos","sequence":"additional","affiliation":[]},{"given":"Stelios","family":"Krinidis","sequence":"additional","affiliation":[]},{"given":"Konstantinos","family":"Votis","sequence":"additional","affiliation":[]},{"given":"Dimitrios","family":"Giakoumis","sequence":"additional","affiliation":[]},{"given":"Dimosthenis","family":"Ioannidis","sequence":"additional","affiliation":[]},{"given":"Dimitrios","family":"Tzovaras","sequence":"additional","affiliation":[]},{"given":"Liming","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Raouf","family":"Hamzaoui","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref30","first-page":"2825","article-title":"Scikit-learn: Machine learning in Python","volume":"12","author":"pedregosa","year":"2011","journal-title":"Journal of Machine Learning Research"},{"key":"ref10","first-page":"822","article-title":"Recognizing daily activities in realistic environments through depth-based user tracking and hidden conditional random fields for mci\/ad support","volume":"3","author":"giakoumis","year":"2014","journal-title":"ECCV Workshops"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2016.09.087"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s12053-014-9316-0"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.pmcj.2014.08.006"},{"key":"ref14","article-title":"Household segmentation by&#x00B4; load shape and daily consumption","author":"xu","year":"2017","journal-title":"Proceedings of ACM SigKDD 2017 conference Halifax"},{"key":"ref15","article-title":"Non-intrusive load monitoring and analytics for device prediction","volume":"1","author":"rao","year":"2016","journal-title":"Proceedings of the International MultiConference of Engineers and Computer Scientists"},{"key":"ref16","article-title":"Cs446 project: Electric load identification using machine learning","author":"deshmukh","year":"2015","journal-title":"Tech Rep"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.pmcj.2013.02.002"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCC.2012.2198883"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/SURV.2012.110112.00192"},{"key":"ref28","first-page":"18","article-title":"Classification and regression by randomforest","volume":"2","author":"liaw","year":"2002","journal-title":"R News"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2013.08.062"},{"key":"ref27","first-page":"1","article-title":"Learning representations by back-propagating errors","volume":"5","author":"rumelhart","year":"1988","journal-title":"Cognitive Modeling"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/1964897.1964918"},{"key":"ref6","article-title":"Audio-based event recognition system for smart homes","author":"vafeiadis","year":"2017","journal-title":"Ubiquitous Intelligence & Computing Advanced and Trusted Computing Scalable Computing and Communications Cloud and Big Data Computing Internet of People and Smart World Congress (UIC\/ATC\/ScalCom\/CBDCom\/IoP\/SmartWorld) 2017 Intl IEEE Conferences"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1013203451"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2016.08.003"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/MPRV.2010.7"},{"key":"ref7","first-page":"163","article-title":"Recognizing the use-mode of kitchen appliances from their current consumption","volume":"9","author":"bauer","year":"2009","journal-title":"EuroSSC"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2012.2234129"},{"key":"ref9","doi-asserted-by":"crossref","first-page":"282","DOI":"10.1145\/1882992.1883032","article-title":"Conditional random fields for activity recognition in smart environments","author":"nazerfard","year":"2010","journal-title":"Proceedings of the 1st ACM International Health Informatics Symposium"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2007.03.007"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/THMS.2013.2293714"},{"key":"ref22","first-page":"275","article-title":"16 human computer confluence in the smart home paradigm: Detecting human states and behaviours for 24\/7 support of mildcognitive impairments","author":"papamakarios","year":"2016","journal-title":"Human Computer Confluence Transforming Human Experience Through Symbiotic Technologies"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2011.51"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1108\/02635570110365989"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/130385.130401"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-010-5221-8"},{"key":"ref25","first-page":"41","article-title":"An empirical study of the naive bayes classifier","volume":"3","author":"rish","year":"2001","journal-title":"IJCAI 2001 Workshop on Empirical Methods in Artificial Intelligence"}],"event":{"name":"2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)","location":"Athens","start":{"date-parts":[[2018,3,19]]},"end":{"date-parts":[[2018,3,23]]}},"container-title":["2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8454955\/8480085\/08480314.pdf?arnumber=8480314","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,5]],"date-time":"2023-09-05T19:43:21Z","timestamp":1693943001000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8480314\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,3]]},"references-count":30,"URL":"https:\/\/doi.org\/10.1109\/percomw.2018.8480314","relation":{},"subject":[],"published":{"date-parts":[[2018,3]]}}}