{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,29]],"date-time":"2026-05-29T12:01:05Z","timestamp":1780056065340,"version":"3.54.0"},"publisher-location":"New York, NY, USA","reference-count":31,"publisher":"ACM","license":[{"start":{"date-parts":[[2018,10,15]],"date-time":"2018-10-15T00:00:00Z","timestamp":1539561600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"Natural Science Foundation of China","award":["61702192"],"award-info":[{"award-number":["61702192"]}]},{"name":"Fundamental Research Funds for Central Universities","award":["2017MS045"],"award-info":[{"award-number":["2017MS045"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2018,10,15]]},"DOI":"10.1145\/3266302.3266311","type":"proceedings-article","created":{"date-parts":[[2018,10,18]],"date-time":"2018-10-18T14:19:29Z","timestamp":1539872369000},"page":"31-37","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":16,"title":["Multi-modality Hierarchical Recall based on GBDTs for Bipolar Disorder Classification"],"prefix":"10.1145","author":[{"given":"Xiaofen","family":"Xing","sequence":"first","affiliation":[{"name":"South China University of Technology, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bolun","family":"Cai","sequence":"additional","affiliation":[{"name":"South China University of Technology, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yinhu","family":"Zhao","sequence":"additional","affiliation":[{"name":"South China University of Technology, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shuzhen","family":"Li","sequence":"additional","affiliation":[{"name":"South China University of Technology, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhiwei","family":"He","sequence":"additional","affiliation":[{"name":"South China University of Technology, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Weiquan","family":"Fan","sequence":"additional","affiliation":[{"name":"South China University of Technology, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2018,10,15]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"DC: APA).","author":"American Psychiatric Association et al.","year":"2013","unstructured":"American Psychiatric Association et al. 2013 . Diagnostic and Statistical Manual of Mental Disorders, 5 th edn (Washington , DC: APA). (2013). American Psychiatric Association et al. 2013. Diagnostic and Statistical Manual of Mental Disorders, 5th edn (Washington, DC: APA). (2013).","edition":"5"},{"key":"e_1_3_2_1_3_1","volume-title":"Senticnet: A publicly available semantic resource for opinion mining.. In AAAI fall symposium: commonsense knowledge","author":"Cambria Erik","year":"2010","unstructured":"Erik Cambria , Robert Speer , Catherine Havasi , and Amir Hussain . 2010 . Senticnet: A publicly available semantic resource for opinion mining.. In AAAI fall symposium: commonsense knowledge , Vol. 10 . Erik Cambria, Robert Speer, Catherine Havasi, and Amir Hussain. 2010. Senticnet: A publicly available semantic resource for opinion mining.. In AAAI fall symposium: commonsense knowledge, Vol. 10."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939785"},{"key":"e_1_3_2_1_5_1","volume-title":"The Turkish Audio-Visual Bipolar Disorder Corpus. Asian Conference on Affective Computing and Intelligent Interaction","author":"\u00c7ift\u00e7i Elvan","year":"2018","unstructured":"Elvan \u00c7ift\u00e7i , Heysem Kaya , H\u00fcseyin G\u00fcle\u00e7 , and Albert Ali Salah . 2018 . The Turkish Audio-Visual Bipolar Disorder Corpus. Asian Conference on Affective Computing and Intelligent Interaction (2018). Elvan \u00c7ift\u00e7i, Heysem Kaya, H\u00fcseyin G\u00fcle\u00e7, and Albert Ali Salah. 2018. The Turkish Audio-Visual Bipolar Disorder Corpus. Asian Conference on Affective Computing and Intelligent Interaction (2018)."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1080\/0163853X.2014.910723"},{"key":"e_1_3_2_1_7_1","volume-title":"Sentiment Analysis and Social Cognition Engine (SEANCE): An automatic tool for sentiment, social cognition, and social-order analysis. Behavior research methods 49, 3","author":"Crossley Scott A","year":"2017","unstructured":"Scott A Crossley , Kristopher Kyle , and Danielle S McNamara . 2017. Sentiment Analysis and Social Cognition Engine (SEANCE): An automatic tool for sentiment, social cognition, and social-order analysis. Behavior research methods 49, 3 ( 2017 ), 803--821. Scott A Crossley, Kristopher Kyle, and Danielle S McNamara. 2017. Sentiment Analysis and Social Cognition Engine (SEANCE): An automatic tool for sentiment, social cognition, and social-order analysis. Behavior research methods 49, 3 (2017), 803--821."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/3133944.3133952"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2015.2457417"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/3266302.3266316"},{"key":"e_1_3_2_1_11_1","volume-title":"Greedy function approximation: a gradient boosting machine. Annals of statistics","author":"Friedman Jerome H","year":"2001","unstructured":"Jerome H Friedman . 2001. Greedy function approximation: a gradient boosting machine. Annals of statistics ( 2001 ), 1189--1232. Jerome H Friedman. 2001. Greedy function approximation: a gradient boosting machine. Annals of statistics (2001), 1189--1232."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/3133944.3133945"},{"key":"e_1_3_2_1_13_1","unstructured":"K. Kyle. 2017. the suite of Linguistic Analysis Tools (SALAT). http:\/\/www. kristopherkyle.com\/  K. Kyle. 2017. the suite of Linguistic Analysis Tools (SALAT). http:\/\/www. kristopherkyle.com\/"},{"key":"e_1_3_2_1_14_1","volume-title":"The Lasswell value dictionary. New Haven","author":"Lasswell Harold D","year":"1969","unstructured":"Harold D Lasswell and J Zvi Namenwirth . 1969. The Lasswell value dictionary. New Haven ( 1969 ). Harold D Lasswell and J Zvi Namenwirth. 1969. The Lasswell value dictionary. New Haven (1969)."},{"key":"e_1_3_2_1_15_1","unstructured":"Scikit learn Developers. 2017. sklearn feature selection. http: \/\/scikit-learn.org\/stable\/modules\/generated\/sklearn.feature_selection.f_ classif.html#sklearn.feature_selection.f_classif  Scikit learn Developers. 2017. sklearn feature selection. http: \/\/scikit-learn.org\/stable\/modules\/generated\/sklearn.feature_selection.f_ classif.html#sklearn.feature_selection.f_classif"},{"key":"e_1_3_2_1_16_1","volume-title":"Megvii Technology Co","year":"2018","unstructured":"Ltd. Megvii Technology Co . 2018 . Face ++. https:\/\/www.faceplusplus.com.cn\/ Ltd. Megvii Technology Co. 2018. Face++. https:\/\/www.faceplusplus.com.cn\/"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/2512530.2512532"},{"key":"e_1_3_2_1_18_1","volume-title":"Michael Von Korff, and Ronald C Kessler","author":"Merikangas Kathleen R","year":"2007","unstructured":"Kathleen R Merikangas , Minnie Ames , Lihong Cui , Paul E Stang , T Bedirhan Ustun , Michael Von Korff, and Ronald C Kessler . 2007 . The impact of comorbidity of mental and physical conditions on role disability in the US adult household population. Archives of general psychiatry 64, 10 (2007), 1180--1188. Kathleen R Merikangas, Minnie Ames, Lihong Cui, Paul E Stang, T Bedirhan Ustun, Michael Von Korff, and Ronald C Kessler. 2007. The impact of comorbidity of mental and physical conditions on role disability in the US adult household population. Archives of general psychiatry 64, 10 (2007), 1180--1188."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8640.2012.00460.x"},{"key":"e_1_3_2_1_20_1","volume-title":"Voice recognition algorithms using mel frequency cepstral coefficient (MFCC) and dynamic time warping (DTW) techniques. arXiv preprint arXiv:1003.4083","author":"Muda Lindasalwa","year":"2010","unstructured":"Lindasalwa Muda , Mumtaj Begam , and Irraivan Elamvazuthi . 2010. Voice recognition algorithms using mel frequency cepstral coefficient (MFCC) and dynamic time warping (DTW) techniques. arXiv preprint arXiv:1003.4083 ( 2010 ). Lindasalwa Muda, Mumtaj Begam, and Irraivan Elamvazuthi. 2010. Voice recognition algorithms using mel frequency cepstral coefficient (MFCC) and dynamic time warping (DTW) techniques. arXiv preprint arXiv:1003.4083 (2010)."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/T-AFFC.2012.36"},{"key":"e_1_3_2_1_22_1","first-page":"402","article-title":"XV.--The Correlation between Relatives on the Supposition of Mendelian Inheritance","volume":"20","author":"Ra Fisher","year":"1968","unstructured":"Fisher Ra . 1968 . XV.--The Correlation between Relatives on the Supposition of Mendelian Inheritance . Transactions of the Royal Society of Edinburgh 20 , 4 (1968), 402 . Fisher Ra. 1968. XV.--The Correlation between Relatives on the Supposition of Mendelian Inheritance. Transactions of the Royal Society of Edinburgh 20, 4 (1968), 402.","journal-title":"Transactions of the Royal Society of Edinburgh"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/3133944.3133953"},{"key":"e_1_3_2_1_24_1","volume-title":"The INTERSPEECH 2014 Computational Paralinguistics Challenge: Cognitive & Physical Load. In Fifteenth Annual Conference of the International Speech Communication Association.","author":"Schuller Bj\u00f6rn","year":"2014","unstructured":"Bj\u00f6rn Schuller , Stefan Steidl , Anton Batliner , Julien Epps , Florian Eyben , Fabien Ringeval , Erik Marchi , and Yue Zhang . 2014 . The INTERSPEECH 2014 Computational Paralinguistics Challenge: Cognitive & Physical Load. In Fifteenth Annual Conference of the International Speech Communication Association. Bj\u00f6rn Schuller, Stefan Steidl, Anton Batliner, Julien Epps, Florian Eyben, Fabien Ringeval, Erik Marchi, and Yue Zhang. 2014. The INTERSPEECH 2014 Computational Paralinguistics Challenge: Cognitive & Physical Load. In Fifteenth Annual Conference of the International Speech Communication Association."},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/3133944.3133951"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/3133944.3133947"},{"key":"e_1_3_2_1_27_1","volume-title":"3: burden of disease in DALYs by cause, sex and mortality stratum in WHO regions, estimates for","author":"Table Annex","year":"2004","unstructured":"Annex Table . 2004. 3: burden of disease in DALYs by cause, sex and mortality stratum in WHO regions, estimates for 2004 . The world health report (2004). Annex Table. 2004. 3: burden of disease in DALYs by cause, sex and mortality stratum in WHO regions, estimates for 2004. The world health report (2004)."},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/2988257.2988258"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/2988257.2988269"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/3133944.3133948"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/3133944.3133950"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1192\/bjp.133.5.429"}],"event":{"name":"MM '18: ACM Multimedia Conference","location":"Seoul Republic of Korea","acronym":"MM '18","sponsor":["SIGMM ACM Special Interest Group on Multimedia"]},"container-title":["Proceedings of the 2018 on Audio\/Visual Emotion Challenge and Workshop"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3266302.3266311","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3266302.3266311","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T20:26:51Z","timestamp":1750278411000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3266302.3266311"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,10,15]]},"references-count":31,"alternative-id":["10.1145\/3266302.3266311","10.1145\/3266302"],"URL":"https:\/\/doi.org\/10.1145\/3266302.3266311","relation":{},"subject":[],"published":{"date-parts":[[2018,10,15]]},"assertion":[{"value":"2018-10-15","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}