{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,11]],"date-time":"2026-01-11T01:15:06Z","timestamp":1768094106231,"version":"3.49.0"},"reference-count":82,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100000923","name":"Australian Research Council","doi-asserted-by":"publisher","award":["LP160101360"],"award-info":[{"award-number":["LP160101360"]}],"id":[{"id":"10.13039\/501100000923","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Julien Epps and Eliathamby Ambikairajah"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Affective Comput."],"published-print":{"date-parts":[[2023,1,1]]},"DOI":"10.1109\/taffc.2020.3031300","type":"journal-article","created":{"date-parts":[[2020,10,21]],"date-time":"2020-10-21T18:16:29Z","timestamp":1603304189000},"page":"563-577","source":"Crossref","is-referenced-by-count":24,"title":["Ordinal Logistic Regression With Partial Proportional Odds for Depression Prediction"],"prefix":"10.1109","volume":"14","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5572-8267","authenticated-orcid":false,"given":"Sadari","family":"Jayawardena","sequence":"first","affiliation":[{"name":"University of New South Wales, Sydney, Australia"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6624-5551","authenticated-orcid":false,"given":"Julien","family":"Epps","sequence":"additional","affiliation":[{"name":"University of New South Wales, Sydney, Australia"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4673-6534","authenticated-orcid":false,"given":"Eliathamby","family":"Ambikairajah","sequence":"additional","affiliation":[{"name":"University of New South Wales, Sydney, Australia"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Depression and other common mental disorders: Global health estimates","year":"2017"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.specom.2015.03.004"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ACII.2017.8273608"},{"key":"ref4","volume-title":"Speech Communication: Human and Machine","author":"Oshaughnessy","year":"1987"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2013-242"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2013-240"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/2512530.2512531"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2014.6854298"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/0272-7358(88)90050-5"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.genhosppsych.2010.03.006"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2017.2766145"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1111\/j.2517-6161.1980.tb01109.x"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/2661806.2661809"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2014.6853741"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2010.2091640"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2014-311"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/2988257.2988269"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/2988257.2988266"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/2988257.2988267"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/2512530.2512533"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/2661806.2661818"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3133944.3133953"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2015-37"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/2661806.2661815"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/2661806.2661814"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/3133944.3133948"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/3347320.3357688"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.specom.2009.08.009"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2011-750"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2015.7178878"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1111\/j.1600-0447.2011.01744.x"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2015.2457417"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2014.6853739"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2018.2821135"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/SLT.2012.6424235"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.21437\/interspeech.2013-419"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1037\/t00742-000"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.jad.2008.06.026"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-39857-8_15"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/1120.003.0087"},{"key":"ref41","volume-title":"Regression Models for Ordinal Data: A Machine Learning Approach. Citeseer","author":"Herbrich","year":"1999"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/1102351.1102369"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/1102351.1102363"},{"key":"ref44","article-title":"The preference learning toolbox","author":"Farrugia","year":"2015"},{"issue":"Nov","key":"ref45","first-page":"933","article-title":"An efficient boosting algorithm for combining preferences","volume":"4","author":"Freund","year":"2003","journal-title":"J. Mach. Learn. Res."},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.artint.2008.08.002"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/1102351.1102480"},{"issue":"Jul","key":"ref48","first-page":"1019","article-title":"Gaussian processes for ordinal regression","volume":"6","author":"Chu","year":"2005","journal-title":"J. Mach. Learn. Res."},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2009.170"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2014.2304976"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2010.08.022"},{"key":"ref52","first-page":"961","article-title":"Ranking with large margin principle: Two approaches","volume-title":"Proc. Int. Conf.. Neural Inf. Process. Syst.","author":"Shashua"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1504\/IJDMMM.2008.022537"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/ICIAFS.2018.8913383"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TASL.2007.902870"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1006\/dspr.1999.0358"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1145\/2988257.2988265"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/ACII.2009.5349358"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1155\/2018\/6508319"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/TSA.2005.845810"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/ICME.2005.1521717"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.1998.675347"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1198\/016214501753168398"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1214\/lnms\/1215091140"},{"key":"ref65","volume-title":"Introduction to Algorithms","author":"Cormen","year":"2009"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1162\/089976603762553004"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2004.1325950"},{"key":"ref68","article-title":"Algorithms for maximum-likelihood logistic regression","author":"Minka","year":"2001"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1177\/0049124115613781"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1002\/SERIES1345"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.2307\/2347760"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1016\/S0895-4356(98)00066-3"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.2307\/2532457"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.4310\/SII.2014.v7.n2.a12"},{"key":"ref75","first-page":"3123","article-title":"The distress analysis interview corpus of human and computer interviews","author":"Gratch","year":"2014","journal-title":"Proc. LREC"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1145\/2512530.2512535"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1145\/3347320.3357693"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1145\/2502081.2502224"},{"key":"ref79","article-title":"Phoneme recognizer based on long temporal context","volume-title":"Faculty of Information Technolog, Brno University of Technology","author":"Schwarz"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.18637\/jss.v032.i10"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2019.8682956"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2014.2352268"}],"container-title":["IEEE Transactions on Affective Computing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/5165369\/10056372\/09229492.pdf?arnumber=9229492","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,9]],"date-time":"2024-01-09T22:46:04Z","timestamp":1704840364000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9229492\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,1,1]]},"references-count":82,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/taffc.2020.3031300","relation":{},"ISSN":["1949-3045","2371-9850"],"issn-type":[{"value":"1949-3045","type":"electronic"},{"value":"2371-9850","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,1,1]]}}}