{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,26]],"date-time":"2025-09-26T08:07:04Z","timestamp":1758874024683,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":34,"publisher":"ACM","license":[{"start":{"date-parts":[[2019,10,14]],"date-time":"2019-10-14T00:00:00Z","timestamp":1571011200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2019,10,14]]},"DOI":"10.1145\/3340555.3353716","type":"proceedings-article","created":{"date-parts":[[2019,10,17]],"date-time":"2019-10-17T12:49:48Z","timestamp":1571316588000},"page":"404-408","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":12,"title":["CorrFeat: Correlation-based Feature Extraction Algorithm using Skin Conductance and Pupil Diameter for Emotion Recognition"],"prefix":"10.1145","author":[{"given":"Tianyi","family":"Zhang","sequence":"first","affiliation":[{"name":"Centrum Wiskunde &amp; Informatica, China"}]},{"given":"Abdallah","family":"El Ali","sequence":"additional","affiliation":[{"name":"Centrum Wiskunde &amp; Informatica (CWI), Netherlands"}]},{"given":"Chen","family":"Wang","sequence":"additional","affiliation":[{"name":"Xinhuanet, China"}]},{"given":"Xintong","family":"Zhu","sequence":"additional","affiliation":[{"name":"Xinhuanet, China"}]},{"given":"Pablo","family":"Cesar","sequence":"additional","affiliation":[{"name":"CWI, Netherlands"}]}],"member":"320","published-online":{"date-parts":[[2019,10,14]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/2993148.2993166"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jneumeth.2010.04.028"},{"key":"e_1_3_2_1_3_1","first-page":"647","article-title":"Decomposition of skin conductance data by means of nonnegative deconvolution","volume":"47","author":"Benedek Mathias","year":"2010","unstructured":"Mathias Benedek and Christian Kaernbach . 2010 . Decomposition of skin conductance data by means of nonnegative deconvolution . Psychophysiology 47 , 4 (2010), 647 \u2013 658 . Mathias Benedek and Christian Kaernbach. 2010. Decomposition of skin conductance data by means of nonnegative deconvolution. Psychophysiology 47, 4 (2010), 647\u2013658.","journal-title":"Psychophysiology"},{"volume-title":"Electrodermal activity","author":"Boucsein Wolfram","key":"e_1_3_2_1_4_1","unstructured":"Wolfram Boucsein . 2012. Electrodermal activity . Springer Science & Business Media . Wolfram Boucsein. 2012. Electrodermal activity. Springer Science & Business Media."},{"key":"e_1_3_2_1_5_1","first-page":"1017","article-title":"A guide for analysing electrodermal activity (EDA) & skin conductance responses (SCRs) for psychological experiments","volume":"49","author":"Braithwaite J","year":"2013","unstructured":"Jason\u00a0 J Braithwaite , Derrick\u00a0 G Watson , Robert Jones , and Mickey Rowe . 2013 . A guide for analysing electrodermal activity (EDA) & skin conductance responses (SCRs) for psychological experiments . Psychophysiology 49 , 1 (2013), 1017 \u2013 1034 . Jason\u00a0J Braithwaite, Derrick\u00a0G Watson, Robert Jones, and Mickey Rowe. 2013. A guide for analysing electrodermal activity (EDA) & skin conductance responses (SCRs) for psychological experiments. Psychophysiology 49, 1 (2013), 1017\u20131034.","journal-title":"Psychophysiology"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/3242969.3242992"},{"key":"e_1_3_2_1_7_1","volume-title":"Broad learning system: An effective and efficient incremental learning system without the need for deep architecture","author":"Chen L\u00a0Philip","year":"2018","unstructured":"C L\u00a0Philip Chen and Zhulin Liu . 2018. Broad learning system: An effective and efficient incremental learning system without the need for deep architecture . IEEE transactions on neural networks and learning systems 29, 1( 2018 ), 10\u201324. CL\u00a0Philip Chen and Zhulin Liu. 2018. Broad learning system: An effective and efficient incremental learning system without the need for deep architecture. IEEE transactions on neural networks and learning systems 29, 1(2018), 10\u201324."},{"key":"e_1_3_2_1_8_1","volume-title":"A review of fault detection and diagnosis for the traction system in high-speed trains","author":"Chen Hongtian","year":"2019","unstructured":"Hongtian Chen and Bin Jiang . 2019. A review of fault detection and diagnosis for the traction system in high-speed trains . IEEE Transactions on Intelligent Transportation Systems ( 2019 ). Hongtian Chen and Bin Jiang. 2019. A review of fault detection and diagnosis for the traction system in high-speed trains. IEEE Transactions on Intelligent Transportation Systems (2019)."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.3758\/BF03332696"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"crossref","unstructured":"Hany Ferdinando and Esko Alasaarela. 2018. Enhancement of Emotion Recogniton using Feature Fusion and the Neighborhood Components Analysis.. In ICPRAM. 463\u2013469.  Hany Ferdinando and Esko Alasaarela. 2018. Enhancement of Emotion Recogniton using Feature Fusion and the Neighborhood Components Analysis.. In ICPRAM. 463\u2013469.","DOI":"10.5220\/0006642904630469"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"crossref","unstructured":"Hany Ferdinando Tapio Sepp\u00e4nen and Esko Alasaarela. 2017. Enhancing Emotion Recognition from ECG Signals using Supervised Dimensionality Reduction.. In ICPRAM. 112\u2013118.  Hany Ferdinando Tapio Sepp\u00e4nen and Esko Alasaarela. 2017. Enhancing Emotion Recognition from ECG Signals using Supervised Dimensionality Reduction.. In ICPRAM. 112\u2013118.","DOI":"10.5220\/0006147801120118"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACII.2013.19"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICME.2008.4607572"},{"key":"e_1_3_2_1_14_1","volume-title":"Implicit Affective Video Tagging Using Pupillary Response. In International Conference on Multimedia Modeling. Springer, 165\u2013176","author":"Gui Dongdong","year":"2018","unstructured":"Dongdong Gui , Sheng-hua Zhong, and Zhong Ming . 2018 . Implicit Affective Video Tagging Using Pupillary Response. In International Conference on Multimedia Modeling. Springer, 165\u2013176 . Dongdong Gui, Sheng-hua Zhong, and Zhong Ming. 2018. Implicit Affective Video Tagging Using Pupillary Response. In International Conference on Multimedia Modeling. Springer, 165\u2013176."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.4108\/icst.pervasivehealth.2013.252133"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2005.848368"},{"key":"e_1_3_2_1_17_1","volume-title":"Pupil size as related to interest value of visual stimuli. Science 132, 3423","author":"Hess H","year":"1960","unstructured":"Eckhard\u00a0 H Hess and James\u00a0 M Polt . 1960. Pupil size as related to interest value of visual stimuli. Science 132, 3423 ( 1960 ), 349\u2013350. Eckhard\u00a0H Hess and James\u00a0M Polt. 1960. Pupil size as related to interest value of visual stimuli. Science 132, 3423 (1960), 349\u2013350."},{"key":"e_1_3_2_1_18_1","volume-title":"Score normalization in multimodal biometric systems. Pattern recognition 38, 12","author":"Jain Anil","year":"2005","unstructured":"Anil Jain , Karthik Nandakumar , and Arun Ross . 2005. Score normalization in multimodal biometric systems. Pattern recognition 38, 12 ( 2005 ), 2270\u20132285. Anil Jain, Karthik Nandakumar, and Arun Ross. 2005. Score normalization in multimodal biometric systems. Pattern recognition 38, 12 (2005), 2270\u20132285."},{"key":"e_1_3_2_1_19_1","volume-title":"The Uniqueness of Patterns of Skin-Conductance. The American journal of psychology 74, 1","author":"Kling JW","year":"1961","unstructured":"JW Kling and Harold Schlosberg . 1961. The Uniqueness of Patterns of Skin-Conductance. The American journal of psychology 74, 1 ( 1961 ), 74\u201379. JW Kling and Harold Schlosberg. 1961. The Uniqueness of Patterns of Skin-Conductance. The American journal of psychology 74, 1 (1961), 74\u201379."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/3242969.3264989"},{"volume-title":"Multivariate analysis","author":"Martin Nick","key":"e_1_3_2_1_21_1","unstructured":"Nick Martin and Hermine Maes . 1979. Multivariate analysis . Academic press London . Nick Martin and Hermine Maes. 1979. Multivariate analysis. Academic press London."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICME.2010.5583006"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/3170427.3188664"},{"key":"e_1_3_2_1_24_1","volume-title":"Toward machine emotional intelligence: Analysis of affective physiological state","author":"Picard W.","year":"2001","unstructured":"Rosalind\u00a0 W. Picard , Elias Vyzas , and Jennifer Healey . 2001. Toward machine emotional intelligence: Analysis of affective physiological state . IEEE transactions on pattern analysis and machine intelligence 23, 10( 2001 ), 1175\u20131191. Rosalind\u00a0W. Picard, Elias Vyzas, and Jennifer Healey. 2001. Toward machine emotional intelligence: Analysis of affective physiological state. IEEE transactions on pattern analysis and machine intelligence 23, 10(2001), 1175\u20131191."},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.3390\/s18072074"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/T-AFFC.2011.25"},{"key":"e_1_3_2_1_27_1","volume-title":"EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks","author":"Song Tengfei","year":"2018","unstructured":"Tengfei Song , Wenming Zheng , Peng Song , and Zhen Cui . 2018. EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks . IEEE Transactions on Affective Computing( 2018 ), 1\u20131. https:\/\/doi.org\/10.1109\/TAFFC.2018.2817622 10.1109\/TAFFC.2018.2817622 Tengfei Song, Wenming Zheng, Peng Song, and Zhen Cui. 2018. EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks. IEEE Transactions on Affective Computing(2018), 1\u20131. https:\/\/doi.org\/10.1109\/TAFFC.2018.2817622"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/3132635.3132641"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2013.11.007"},{"key":"e_1_3_2_1_30_1","volume-title":"A circuit for pupil orienting responses: implications for cognitive modulation of pupil size. Current opinion in neurobiology 33","author":"Wang Chin-An","year":"2015","unstructured":"Chin-An Wang and Douglas\u00a0 P Munoz . 2015. A circuit for pupil orienting responses: implications for cognitive modulation of pupil size. Current opinion in neurobiology 33 ( 2015 ), 134\u2013140. Chin-An Wang and Douglas\u00a0P Munoz. 2015. A circuit for pupil orienting responses: implications for cognitive modulation of pupil size. Current opinion in neurobiology 33 (2015), 134\u2013140."},{"key":"e_1_3_2_1_31_1","volume-title":"2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE","author":"Zheng Wei-Long","year":"2014","unstructured":"Wei-Long Zheng , Bo-Nan Dong , and Bao-Liang Lu . 2014 . Multimodal emotion recognition using EEG and eye tracking data . In 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE , Chicago, IL, 5040\u20135043. https:\/\/doi.org\/10.1109\/EMBC. 2014.6944757 10.1109\/EMBC.2014.6944757 Wei-Long Zheng, Bo-Nan Dong, and Bao-Liang Lu. 2014. Multimodal emotion recognition using EEG and eye tracking data. In 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE, Chicago, IL, 5040\u20135043. https:\/\/doi.org\/10.1109\/EMBC.2014.6944757"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2014.2327617"},{"key":"e_1_3_2_1_33_1","volume-title":"Inferring Your Age From Your Gaze. In 2018 25th IEEE International Conference on Image Processing (ICIP). IEEE, 2660\u20132664","author":"Zhang A\u00a0Tianyi","year":"2018","unstructured":"A\u00a0Tianyi Zhang and B\u00a0Olivier Le\u00a0Meur . 2018 . How Old Do You Look? Inferring Your Age From Your Gaze. In 2018 25th IEEE International Conference on Image Processing (ICIP). IEEE, 2660\u20132664 . A\u00a0Tianyi Zhang and B\u00a0Olivier Le\u00a0Meur. 2018. How Old Do You Look? Inferring Your Age From Your Gaze. In 2018 25th IEEE International Conference on Image Processing (ICIP). IEEE, 2660\u20132664."},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2016.2628407"}],"event":{"name":"ICMI '19: INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION","acronym":"ICMI '19","location":"Suzhou China"},"container-title":["2019 International Conference on Multimodal Interaction"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3340555.3353716","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3340555.3353716","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T22:02:43Z","timestamp":1750197763000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3340555.3353716"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,10,14]]},"references-count":34,"alternative-id":["10.1145\/3340555.3353716","10.1145\/3340555"],"URL":"https:\/\/doi.org\/10.1145\/3340555.3353716","relation":{},"subject":[],"published":{"date-parts":[[2019,10,14]]},"assertion":[{"value":"2019-10-14","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}