{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,28]],"date-time":"2025-11-28T12:26:20Z","timestamp":1764332780958},"publisher-location":"Cham","reference-count":30,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030225131"},{"type":"electronic","value":"9783030225148"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-3-030-22514-8_5","type":"book-chapter","created":{"date-parts":[[2019,6,11]],"date-time":"2019-06-11T02:02:43Z","timestamp":1560218563000},"page":"53-67","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["Two-Layer Feature Selection Algorithm for Recognizing Human Emotions from 3D Motion Analysis"],"prefix":"10.1007","author":[{"given":"Ferdous","family":"Ahmed","sequence":"first","affiliation":[]},{"given":"Marina L.","family":"Gavrilova","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,6,12]]},"reference":[{"issue":"2","key":"5_CR1","doi-asserted-by":"publisher","first-page":"274","DOI":"10.1068\/d0208","volume":"27","author":"P Adey","year":"2009","unstructured":"Adey, P.: Facing airport security: affect, biopolitics, and the preemptive securitisation of the mobile body. Environ. Plann. D: Soc. Space 27(2), 274\u2013295 (2009)","journal-title":"Environ. Plann. D: Soc. Space"},{"issue":"6\u20138","key":"5_CR2","doi-asserted-by":"publisher","first-page":"915","DOI":"10.1007\/s00371-015-1092-0","volume":"31","author":"F Ahmed","year":"2015","unstructured":"Ahmed, F., Paul, P.P., Gavrilova, M.L.: DTW-based kernel and rank-level fusion for 3D gait recognition using kinect. Vis. Comput. 31(6\u20138), 915\u2013924 (2015)","journal-title":"Vis. Comput."},{"key":"5_CR3","doi-asserted-by":"crossref","unstructured":"Ahmed, F., Sieu, B., Gavrilova, M.L.: Score and rank-level fusion for emotion recognition using genetic algorithm. In: ICCI*CC 2018, pp. 46\u201353. IEEE (2018)","DOI":"10.1109\/ICCI-CC.2018.8482086"},{"issue":"4","key":"5_CR4","doi-asserted-by":"publisher","first-page":"537","DOI":"10.1109\/72.298224","volume":"5","author":"R Battiti","year":"1994","unstructured":"Battiti, R.: Using mutual information for selecting features in supervised neural net learning. IEEE Trans. Neural Netw. 5(4), 537\u2013550 (1994)","journal-title":"IEEE Trans. Neural Netw."},{"issue":"4","key":"5_CR5","doi-asserted-by":"publisher","first-page":"259","DOI":"10.1080\/09540090310001658793","volume":"15","author":"N Bianchi-Berthouze","year":"2003","unstructured":"Bianchi-Berthouze, N., Kleinsmith, A.: A categorical approach to affective gesture recognition. Connect. Sci. 15(4), 259\u2013269 (2003)","journal-title":"Connect. Sci."},{"issue":"1\u20132","key":"5_CR6","doi-asserted-by":"publisher","first-page":"213","DOI":"10.1016\/S1071-5819(03)00050-8","volume":"59","author":"A Camurri","year":"2003","unstructured":"Camurri, A., Lagerl\u00f6f, I., Volpe, G.: Recognizing emotion from dance movement: comparison of spectator recognition and automated techniques. Int. J. Hum.-Comput. Stud. 59(1\u20132), 213\u2013225 (2003)","journal-title":"Int. J. Hum.-Comput. Stud."},{"issue":"1535","key":"5_CR7","doi-asserted-by":"publisher","first-page":"3475","DOI":"10.1098\/rstb.2009.0190","volume":"364","author":"B Gelder De","year":"2009","unstructured":"De Gelder, B.: Why bodies? Twelve reasons for including bodily expressions in affective neuroscience. Biol. Sci. 364(1535), 3475\u20133484 (2009)","journal-title":"Biol. Sci."},{"issue":"1","key":"5_CR8","doi-asserted-by":"crossref","first-page":"6","DOI":"10.1145\/2983620","volume":"36","author":"F Durupinar","year":"2017","unstructured":"Durupinar, F., Kapadia, M., Deutsch, S., Neff, M., Badler, N.I.: Perform: perceptual approach for adding ocean personality to human motion using laban movement analysis. ACM Trans. Graph. (TOG) 36(1), 6 (2017)","journal-title":"ACM Trans. Graph. (TOG)"},{"key":"5_CR9","unstructured":"Fourati, N., Pelachaud, C.: Toward new expressive movement characterizations. In: Proceedings of Motion in Games (2012)"},{"issue":"4","key":"5_CR10","doi-asserted-by":"publisher","first-page":"389","DOI":"10.1016\/j.neunet.2005.03.006","volume":"18","author":"N Fragopanagos","year":"2005","unstructured":"Fragopanagos, N., Taylor, J.G.: Emotion recognition in human-computer interaction. Neural Netw. 18(4), 389\u2013405 (2005)","journal-title":"Neural Netw."},{"issue":"1","key":"5_CR11","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1214\/009053604000001048","volume":"33","author":"A Gelman","year":"2005","unstructured":"Gelman, A., et al.: Analysis of variance-why it is more important than ever. Ann. Stat. 33(1), 1\u201353 (2005)","journal-title":"Ann. Stat."},{"issue":"2","key":"5_CR12","doi-asserted-by":"publisher","first-page":"106","DOI":"10.1109\/T-AFFC.2011.7","volume":"2","author":"D Glowinski","year":"2011","unstructured":"Glowinski, D., Dael, N., Camurri, A., Volpe, G., Mortillaro, M., Scherer, K.: Toward a minimal representation of affective gestures. IEEE Trans. Affect. Comput. 2(2), 106\u2013118 (2011)","journal-title":"IEEE Trans. Affect. Comput."},{"issue":"1","key":"5_CR13","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1186\/1756-0381-2-5","volume":"2","author":"CS Greene","year":"2009","unstructured":"Greene, C.S., Penrod, N.M., Kiralis, J., Moore, J.H.: Spatially uniform reliefF (SURF) for computationally-efficient filtering of gene-gene interactions. BioData Min. 2(1), 5 (2009)","journal-title":"BioData Min."},{"key":"5_CR14","doi-asserted-by":"crossref","unstructured":"Kapadia, M., et al.: Efficient motion retrieval in large motion databases. In: Proceedings of the ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games, pp. 19\u201328. ACM (2013)","DOI":"10.1145\/2448196.2448199"},{"key":"5_CR15","unstructured":"Kira, K., Rendell, L.A.: The feature selection problem: traditional methods and a new algorithm. In: Aaai, vol. 2, pp. 129\u2013134 (1992)"},{"key":"5_CR16","unstructured":"Kollias, D., et al.: Deep affect prediction in-the-wild: Aff-wild database and challenge, deep architectures, and beyond. arXiv preprint arXiv:1804.10938 (2018)"},{"key":"5_CR17","doi-asserted-by":"crossref","unstructured":"Larboulette, C., Gibet, S.: A review of computable expressive descriptors of human motion. In: Proceedings of the 2nd International Workshop on Movement and Computing, pp. 21\u201328. ACM (2015)","DOI":"10.1145\/2790994.2790998"},{"key":"5_CR18","doi-asserted-by":"publisher","DOI":"10.4324\/9781351308724","volume-title":"Nonverbal Communication","author":"A Mehrabian","year":"2017","unstructured":"Mehrabian, A.: Nonverbal Communication. Routledge, Abingdon (2017)"},{"key":"5_CR19","doi-asserted-by":"crossref","unstructured":"Noroozi, F., Corneanu, C.A., Kami\u0144ska, D., Sapi\u0144ski, T., Escalera, S., Anbarjafari, G.: Survey on emotional body gesture recognition. arXiv preprint arXiv:1801.07481 (2018)","DOI":"10.1109\/TAFFC.2018.2874986"},{"issue":"2","key":"5_CR20","doi-asserted-by":"publisher","first-page":"B51","DOI":"10.1016\/S0010-0277(01)00147-0","volume":"82","author":"FE Pollick","year":"2001","unstructured":"Pollick, F.E., Paterson, H.M., Bruderlin, A., Sanford, A.J.: Perceiving affect from arm movement. Cognition 82(2), B51\u2013B61 (2001)","journal-title":"Cognition"},{"issue":"1\u20132","key":"5_CR21","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1023\/A:1025667309714","volume":"53","author":"M Robnik-\u0160ikonja","year":"2003","unstructured":"Robnik-\u0160ikonja, M., Kononenko, I.: Theoretical and empirical analysis of reliefF and RReliefF. Mach. Learn. 53(1\u20132), 23\u201369 (2003)","journal-title":"Mach. Learn."},{"issue":"2","key":"5_CR22","doi-asserted-by":"publisher","first-page":"e87357","DOI":"10.1371\/journal.pone.0087357","volume":"9","author":"BC Ross","year":"2014","unstructured":"Ross, B.C.: Mutual information between discrete and continuous data sets. PloS One 9(2), e87357 (2014)","journal-title":"PloS One"},{"key":"5_CR23","doi-asserted-by":"crossref","unstructured":"Saha, S., Datta, S., Konar, A., Janarthanan, R.: A study on emotion recognition from body gestures using kinect sensor. In: 2014 International Conference on Communication and Signal Processing, pp. 056\u2013060. IEEE (2014)","DOI":"10.1109\/ICCSP.2014.6949798"},{"issue":"3\u20134","key":"5_CR24","doi-asserted-by":"publisher","first-page":"311","DOI":"10.1002\/cav.1714","volume":"27","author":"S Senecal","year":"2016","unstructured":"Senecal, S., Cuel, L., Aristidou, A., Magnenat-Thalmann, N.: Continuous body emotion recognition system during theater performances. Comput. Animat. Virtual Worlds 27(3\u20134), 311\u2013320 (2016)","journal-title":"Comput. Animat. Virtual Worlds"},{"issue":"08","key":"5_CR25","doi-asserted-by":"publisher","first-page":"1556013","DOI":"10.1142\/S0218001415560133","volume":"29","author":"M Sultana","year":"2015","unstructured":"Sultana, M., Paul, P.P., Gavrilova, M.: Social behavioral biometrics: an emerging trend. Int. J. Pattern Recognit. Artif. Intell. 29(08), 1556013 (2015)","journal-title":"Int. J. Pattern Recognit. Artif. Intell."},{"issue":"4","key":"5_CR26","first-page":"1","volume":"14","author":"Y Tahir","year":"2018","unstructured":"Tahir, Y., Dauwels, J., Thalmann, D., Magnenat Thalmann, N.: A user study of a humanoid robot as a social mediator for two-person conversations. Int. J. Soc. Robot. 14(4), 1\u201314 (2018)","journal-title":"Int. J. Soc. Robot."},{"key":"5_CR27","doi-asserted-by":"publisher","first-page":"1175","DOI":"10.1016\/j.procs.2017.05.025","volume":"108","author":"P Tarnowski","year":"2017","unstructured":"Tarnowski, P., Ko\u0142odziej, M., Majkowski, A., Rak, R.J.: Emotion recognition using facial expressions. Procedia Comput. Sci. 108, 1175\u20131184 (2017)","journal-title":"Procedia Comput. Sci."},{"issue":"6","key":"5_CR28","doi-asserted-by":"publisher","first-page":"879","DOI":"10.1002\/(SICI)1099-0992(1998110)28:6<879::AID-EJSP901>3.0.CO;2-W","volume":"28","author":"HG Wallbott","year":"1998","unstructured":"Wallbott, H.G.: Bodily expression of emotion. Eur. J. Soc. Psychol. 28(6), 879\u2013896 (1998)","journal-title":"Eur. J. Soc. Psychol."},{"key":"5_CR29","doi-asserted-by":"crossref","unstructured":"Wang, H., Khoshgoftaar, T.M., Van Hulse, J.: A comparative study of threshold-based feature selection techniques. In: 2010 IEEE International Conference on Granular Computing (GRC), pp. 499\u2013504. IEEE (2010)","DOI":"10.1109\/GrC.2010.104"},{"key":"5_CR30","unstructured":"Yanushkevich, S.N., Stoica, A., Srihari, S.N., Shmerko, V.P., Gavrilova, M.: Simulation of biometric information: the new generation of biometric systems. In: Proceedings of International Workshop Modeling and Simulation in Biometric Technology, pp. 87\u201398 (2004)"}],"container-title":["Lecture Notes in Computer Science","Advances in Computer Graphics"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-22514-8_5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,12,18]],"date-time":"2020-12-18T00:27:40Z","timestamp":1608251260000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-22514-8_5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030225131","9783030225148"],"references-count":30,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-22514-8_5","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"12 June 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"CGI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Computer Graphics International Conference","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Calgary, AB","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Canada","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17 June 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 June 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"36","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"cgi2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.cgs-network.org\/cgi19\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}