{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,9]],"date-time":"2026-01-09T22:59:35Z","timestamp":1767999575835,"version":"3.49.0"},"reference-count":37,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"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":[[2019,7]]},"DOI":"10.1109\/embc.2019.8857498","type":"proceedings-article","created":{"date-parts":[[2019,10,8]],"date-time":"2019-10-08T00:51:21Z","timestamp":1570495881000},"page":"4654-4659","source":"Crossref","is-referenced-by-count":2,"title":["Reckoning respiratory signals to affectively decipher mental state"],"prefix":"10.1109","author":[{"given":"Tanushree","family":"Banerjee","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Anwesha","family":"Khasnobish","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Arijit","family":"Chowdhury","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Debatri","family":"Chatterjee","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref33","first-page":"18","article-title":"Classification and regression by random-forest","volume":"2","author":"liaw","year":"2002","journal-title":"R News"},{"key":"ref32","first-page":"3","article-title":"Supervised machine learning: A review of classification techniques","volume":"160","author":"kotsiantis","year":"2007","journal-title":"Emerging Artificial Intelligence Applications in Computer Engineering"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/130385.130401"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1613\/jair.953"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2013.06.014"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2005.848368"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-24842-2_4"},{"key":"ref34","author":"quinlan","year":"2014","journal-title":"C4 5 Programs for Machine Learning"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2014.6944243"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1155\/2016\/8146809"},{"key":"ref12","article-title":"Signal processing methods for non-invasive respiration monitoring","author":"laura","year":"2002","journal-title":"PhD thesis"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1093\/chemse\/bjy045"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TENCONSpring.2017.8069995"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/IEMBS.2004.1404504"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2013.2246160"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2012.2232393"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-02315-6_23"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2011.2166562"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/B978-1-55860-247-2.50037-1"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2012.2190505"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1023\/A:1008280620621"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.jneumeth.2007.09.022"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.comcom.2011.11.002"},{"key":"ref29","first-page":"129","article-title":"The feature selection problem: Traditional methods and a new algorithm","volume":"2","author":"kira","year":"1992","journal-title":"AAAI"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-18914-7_55"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2010.12.001"},{"key":"ref7","article-title":"Method and apparatus for quantitatively evaluating mental states based on brain wave signal processing system","author":"lee","year":"2008","journal-title":"US Patent App"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ACII.2017.8273639"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-75773-3_4"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/2750858.2807526"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2018.8513680"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CW.2010.22"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1504\/IJAACS.2013.050691"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.entcom.2009.09.007"},{"key":"ref23","first-page":"149","article-title":"Brain-computer interfacing and games","author":"bos","year":"2010","journal-title":"Brain-Computer Interfaces"},{"key":"ref26","article-title":"Respiration belt","author":"otto","year":"1927","journal-title":"US Patent"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/0005-7916(94)90063-9"}],"event":{"name":"2019 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","location":"Berlin, Germany","start":{"date-parts":[[2019,7,23]]},"end":{"date-parts":[[2019,7,27]]}},"container-title":["2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8844528\/8856280\/08857498.pdf?arnumber=8857498","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,15]],"date-time":"2022-07-15T03:08:42Z","timestamp":1657854522000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8857498\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,7]]},"references-count":37,"URL":"https:\/\/doi.org\/10.1109\/embc.2019.8857498","relation":{},"subject":[],"published":{"date-parts":[[2019,7]]}}}