{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,15]],"date-time":"2026-05-15T06:44:03Z","timestamp":1778827443493,"version":"3.51.4"},"publisher-location":"New York, NY, USA","reference-count":34,"publisher":"ACM","license":[{"start":{"date-parts":[[2014,11,12]],"date-time":"2014-11-12T00:00:00Z","timestamp":1415750400000},"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":[[2014,11,12]]},"DOI":"10.1145\/2663204.2666273","type":"proceedings-article","created":{"date-parts":[[2014,11,17]],"date-time":"2014-11-17T15:46:48Z","timestamp":1416239208000},"page":"487-493","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":11,"title":["Combining Modality-Specific Extreme Learning Machines for Emotion Recognition in the Wild"],"prefix":"10.1145","author":[{"given":"Heysem","family":"Kaya","sequence":"first","affiliation":[{"name":"Bo\u01e7azi\u00e7i University, Istanbul, Turkey"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Albert Ali","family":"Salah","sequence":"additional","affiliation":[{"name":"Bo\u01e7azi\u00e7i University, Istanbul, Turkey"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2014,11,12]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Introduction to Machine Learning","author":"Alpaydin E.","year":"2010","unstructured":"E. Alpaydin . Introduction to Machine Learning . The MIT Press , 2 nd edition, 2010 . E. Alpaydin. Introduction to Machine Learning. The MIT Press, 2nd edition, 2010.","edition":"2"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/18.661502"},{"key":"e_1_3_2_1_3_1","first-page":"1517","volume-title":"in Proc. of Interspeech","author":"Burkhardt F.","year":"2005","unstructured":"F. Burkhardt , A. Paeschke , M. Rolfes , W. Sendlmeier , and B. Weiss . A database of german emotional speech . In in Proc. of Interspeech , pages 1517 -- 1520 , 2005 . F. Burkhardt, A. Paeschke, M. Rolfes, W. Sendlmeier, and B. Weiss. A database of german emotional speech. In in Proc. of Interspeech, pages 1517--1520, 2005."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/MIS.2013.140"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"crossref","first-page":"9","DOI":"10.1007\/978-3-642-15184-2_2","volume-title":"Petta, P. and Pelechaud, C. and Cowie, R. (eds) Emotion-Oriented Systems: The Humaine Handbook","author":"Cowie R.","year":"2011","unstructured":"R. Cowie , N. Sussman , and A. Ben-Ze'ev . In Petta, P. and Pelechaud, C. and Cowie, R. (eds) Emotion-Oriented Systems: The Humaine Handbook , chapter Emotion: Concepts and Definitions, pages 9 -- 32 . Springer , 2011 . R. Cowie, N. Sussman, and A. Ben-Ze'ev. In Petta, P. and Pelechaud, C. and Cowie, R. (eds) Emotion-Oriented Systems: The Humaine Handbook, chapter Emotion: Concepts and Definitions, pages 9--32. Springer, 2011."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/2663204.2666275"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/2522848.2531739"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/MMUL.2012.26"},{"key":"e_1_3_2_1_9_1","volume-title":"Documentation of the danish emotional speech database (des). Internal aau report","author":"Engberg I.","year":"1996","unstructured":"I. Engberg and A. Hansen . Documentation of the danish emotional speech database (des). Internal aau report , Center for Person Kommunikation , Denmark , 1996 . I. Engberg and A. Hansen. Documentation of the danish emotional speech database (des). Internal aau report, Center for Person Kommunikation, Denmark, 1996."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/1873951.1874246"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1162\/0899766042321814"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.2307\/2333955"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1007\/s13042-011-0019-y"},{"issue":"2","key":"e_1_3_2_1_14_1","first-page":"513","article-title":"Extreme learning machine for regression and multiclass classification. Systems, Man, and Cybernetics, Part B: Cybernetics","volume":"42","author":"Huang G.-B.","year":"2012","unstructured":"G.-B. Huang , H. Zhou , X. Ding , and R. Zhang . Extreme learning machine for regression and multiclass classification. Systems, Man, and Cybernetics, Part B: Cybernetics , IEEE Transactions on , 42 ( 2 ): 513 -- 529 , 2012 . G.-B. Huang, H. Zhou, X. Ding, and R. Zhang. Extreme learning machine for regression and multiclass classification. Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on, 42(2):513--529, 2012.","journal-title":"IEEE Transactions on"},{"key":"e_1_3_2_1_15_1","first-page":"985","volume-title":"Proc. IEEE Intl. Joint Conf. on Neural Networks","volume":"2","author":"Huang G.-B.","year":"2004","unstructured":"G.-B. Huang , Q.-Y. Zhu , and C.-K. Siew . Extreme learning machine: a new learning scheme of feedforward neural networks . In Proc. IEEE Intl. Joint Conf. on Neural Networks , volume 2 , pages 985 -- 990 . IEEE, 2004 . G.-B. Huang, Q.-Y. Zhu, and C.-K. Siew. Extreme learning machine: a new learning scheme of feedforward neural networks. In Proc. IEEE Intl. Joint Conf. on Neural Networks, volume 2, pages 985--990. IEEE, 2004."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2005.12.126"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2014.6854298"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/2661806.2661814"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/2647868.2654978"},{"key":"e_1_3_2_1_20_1","first-page":"1698","volume-title":"Protocol and Baseline for Experiments on Bogazici University Turkish Emotional Speech Corpus. In IEEE Signal Processing and Communications Applications Conf. (SIU), 2014","author":"Kaya H.","year":"2014","unstructured":"H. Kaya , A. A. Salah , S. F. Gurgen , and H. Ekenel . Protocol and Baseline for Experiments on Bogazici University Turkish Emotional Speech Corpus. In IEEE Signal Processing and Communications Applications Conf. (SIU), 2014 22nd, pages 1698 -- 1701 , April 2014 . H. Kaya, A. A. Salah, S. F. Gurgen, and H. Ekenel. Protocol and Baseline for Experiments on Bogazici University Turkish Emotional Speech Corpus. In IEEE Signal Processing and Communications Applications Conf. (SIU), 2014 22nd, pages 1698--1701, April 2014."},{"key":"e_1_3_2_1_21_1","volume-title":"Proc. INTERSPEECH","author":"Kaya H.","year":"2014","unstructured":"H. Kaya , T. \u00d6zkaptan , A. A. Salah , and S. F. G\u00fcrgen . Canonical Correlation Analysis and Local Fisher Discriminant Analysis based Multi-View Acoustic Feature Reduction for Physical Load Prediction . In Proc. INTERSPEECH , Singapore , Sep 2014 . ISCA, ISCA. H. Kaya, T. \u00d6zkaptan, A. A. Salah, and S. F. G\u00fcrgen. Canonical Correlation Analysis and Local Fisher Discriminant Analysis based Multi-View Acoustic Feature Reduction for Physical Load Prediction. In Proc. INTERSPEECH, Singapore, Sep 2014. ISCA, ISCA."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDEW.2006.145"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2002.1017623"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2005.159"},{"key":"e_1_3_2_1_25_1","volume-title":"Generalized inverse of matrices and its applications","author":"Rao C. R.","year":"1971","unstructured":"C. R. Rao and S. K. Mitra . Generalized inverse of matrices and its applications , volume 7 . Wiley New York , 1971 . C. R. Rao and S. K. Mitra. Generalized inverse of matrices and its applications, volume 7. Wiley New York, 1971."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"crossref","first-page":"312","DOI":"10.21437\/Interspeech.2009-103","volume-title":"Proc. INTERSPEECH","author":"Schuller B.","year":"2009","unstructured":"B. Schuller , S. Steidl , and A. Batliner . The Interspeech 2009 Emotion Challenge . In Proc. INTERSPEECH , pages 312 -- 315 , Brighton, UK , September 2009 . ISCA, ISCA. B. Schuller, S. Steidl, and A. Batliner. The Interspeech 2009 Emotion Challenge. In Proc. INTERSPEECH, pages 312--315, Brighton, UK, September 2009. ISCA, ISCA."},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"crossref","first-page":"2794","DOI":"10.21437\/Interspeech.2010-739","volume-title":"Proc. INTERSPEECH","author":"Schuller B.","year":"2010","unstructured":"B. Schuller , S. Steidl , A. Batliner , F. Burkhardt , L. Devillers , C. A. M\u00fcller , and S. S. Narayanan . The interspeech 2010 paralinguistic challenge . In Proc. INTERSPEECH , pages 2794 -- 2797 , 2010 . B. Schuller, S. Steidl, A. Batliner, F. Burkhardt, L. Devillers, C. A. M\u00fcller, and S. S. Narayanan. The interspeech 2010 paralinguistic challenge. In Proc. INTERSPEECH, pages 2794--2797, 2010."},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"crossref","first-page":"148","DOI":"10.21437\/Interspeech.2013-56","volume-title":"The INTERSPEECH 2013 Computational Paralinguistics Challenge: Social Signals, Conflict, Emotion, Autism. In Proc. INTERSPEECH","author":"Schuller B.","year":"2013","unstructured":"B. Schuller , S. Steidl , A. Batliner , A. Vinciarelli , K. Scherer , F. Ringeval , M. Chetouani , F. Weninger , F. Eyben , E. Marchi , M. Mortillaro , H. Salamin , A. Polychroniou , F. Valente , and S. Kim . The INTERSPEECH 2013 Computational Paralinguistics Challenge: Social Signals, Conflict, Emotion, Autism. In Proc. INTERSPEECH , pages 148 -- 152 , Lyon, France , August 2013 . ISCA, ISCA. B. Schuller, S. Steidl, A. Batliner, A. Vinciarelli, K. Scherer, F. Ringeval, M. Chetouani, F. Weninger, F. Eyben, E. Marchi, M. Mortillaro, H. Salamin, A. Polychroniou, F. Valente, and S. Kim. The INTERSPEECH 2013 Computational Paralinguistics Challenge: Social Signals, Conflict, Emotion, Autism. In Proc. INTERSPEECH, pages 148--152, Lyon, France, August 2013. ISCA, ISCA."},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/2388676.2388776"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1109\/T-AFFC.2010.8"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-85729-994-9_9"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1018628609742"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/2661806.2661807"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1145\/2512530.2512533"}],"event":{"name":"ICMI '14: INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION","location":"Istanbul Turkey","acronym":"ICMI '14","sponsor":["SIGCHI ACM Special Interest Group on Computer-Human Interaction"]},"container-title":["Proceedings of the 16th International Conference on Multimodal Interaction"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2663204.2666273","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2663204.2666273","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T06:11:53Z","timestamp":1750227113000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2663204.2666273"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,11,12]]},"references-count":34,"alternative-id":["10.1145\/2663204.2666273","10.1145\/2663204"],"URL":"https:\/\/doi.org\/10.1145\/2663204.2666273","relation":{},"subject":[],"published":{"date-parts":[[2014,11,12]]},"assertion":[{"value":"2014-11-12","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}