{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T04:49:11Z","timestamp":1750308551214,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":28,"publisher":"ACM","license":[{"start":{"date-parts":[[2015,10,26]],"date-time":"2015-10-26T00:00:00Z","timestamp":1445817600000},"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":[[2015,10,26]]},"DOI":"10.1145\/2808196.2811636","type":"proceedings-article","created":{"date-parts":[[2015,10,13]],"date-time":"2015-10-13T14:38:38Z","timestamp":1444747118000},"page":"33-39","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Multimodal Affective Analysis combining Regularized Linear Regression and Boosted Regression Trees"],"prefix":"10.1145","author":[{"given":"Aleksandar","family":"Milchevski","sequence":"first","affiliation":[{"name":"Faculty of Electrical Engineering and Information Technologies, Skopje, Macedonia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alessandro","family":"Rozza","sequence":"additional","affiliation":[{"name":"HYERA Software, Coccaglio, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dimitar","family":"Taskovski","sequence":"additional","affiliation":[{"name":"Faculty of Electrical Engineering and Information Technologies, Skopje, Macedonia"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2015,10,26]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2014.6854297"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/1015330.1015424"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/FG.2013.6553785"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1137\/0806023"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/2663204.2666275"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2014.6854515"},{"key":"e_1_3_2_1_8_1","volume-title":"Conditional random fields: Probabilistic models for segmenting and labeling sequence data","author":"Lafferty J.","year":"2001","unstructured":"J. Lafferty , A. McCallum , and F. C. Pereira . Conditional random fields: Probabilistic models for segmenting and labeling sequence data . 2001 . J. Lafferty, A. McCallum, and F. C. Pereira. Conditional random fields: Probabilistic models for segmenting and labeling sequence data. 2001."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/2663204.2666274"},{"key":"e_1_3_2_1_10_1","volume-title":"NIPS","author":"Mason L.","year":"1999","unstructured":"L. Mason , J. Baxter , P. Bartlett , and M. Frean . Boosting algorithms as gradient descent in function space . NIPS , 1999 . L. Mason, J. Baxter, P. Bartlett, and M. Frean. Boosting algorithms as gradient descent in function space. NIPS, 1999."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2007.383299"},{"key":"e_1_3_2_1_12_1","first-page":"1281","volume-title":"Advances in neural information processing systems","author":"Qin T.","year":"2009","unstructured":"T. Qin , T.-Y. Liu , X.-D. Zhang , D.-S. Wang , and H. Li . Global ranking using continuous conditional random fields . In Advances in neural information processing systems , pages 1281 -- 1288 , 2009 . T. Qin, T.-Y. Liu, X.-D. Zhang, D.-S. Wang, and H. Li. Global ranking using continuous conditional random fields. In Advances in neural information processing systems, pages 1281--1288, 2009."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.5555\/2062850.2062905"},{"key":"e_1_3_2_1_14_1","volume-title":"Pattern Recognition Letters","author":"Ringeval F.","year":"2014","unstructured":"F. Ringeval , F. Eyben , E. Kroupi , A. Yuce , J.-P. Thiran , T. Ebrahimi , D. Lalanne , and B. Schuller . Prediction of asynchronous dimensional emotion ratings from audiovisual and physiological data . Pattern Recognition Letters , 2014 . F. Ringeval, F. Eyben, E. Kroupi, A. Yuce, J.-P. Thiran, T. Ebrahimi, D. Lalanne, and B. Schuller. Prediction of asynchronous dimensional emotion ratings from audiovisual and physiological data. Pattern Recognition Letters, 2014."},{"key":"e_1_3_2_1_15_1","unstructured":"F. Ringeval B. Schuller M. Valstar S. Jaiswal E. Marchi D. Lalanne R. Cowie and M. Pantic. AV  F. Ringeval B. Schuller M. Valstar S. Jaiswal E. Marchi D. Lalanne R. Cowie and M. Pantic. AV"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/2808196.2811642"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/FG.2013.6553805"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.5555\/2062850.2062907"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/2388676.2388776"},{"key":"e_1_3_2_1_20_1","first-page":"24","volume-title":"2009 IEEE 12th international conference on","author":"Schwartz W. R.","year":"2009","unstructured":"W. R. Schwartz , A. Kembhavi , D. Harwood , and L. S. Davis . Human detection using partial least squares analysis. In Computer vision , 2009 IEEE 12th international conference on , pages 24 -- 31 . IEEE, 2009 . W. R. Schwartz, A. Kembhavi, D. Harwood, and L. S. Davis. Human detection using partial least squares analysis. In Computer vision, 2009 IEEE 12th international conference on, pages 24--31. IEEE, 2009."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICME.2013.6607590"},{"key":"e_1_3_2_1_22_1","first-page":"1345","volume-title":"Advances in neural information processing systems","author":"Taylor G. W.","year":"2006","unstructured":"G. W. Taylor , G. E. Hinton , and S. T. Roweis . Modeling human motion using binary latent variables . In Advances in neural information processing systems , pages 1345 -- 1352 , 2006 . G. W. Taylor, G. E. Hinton, and S. T. Roweis. Modeling human motion using binary latent variables. In Advances in neural information processing systems, pages 1345--1352, 2006."},{"key":"e_1_3_2_1_23_1","volume-title":"Vh Winston","author":"Tikhonov A. N.","year":"1977","unstructured":"A. N. Tikhonov and V. Arsenin . Solutions of ill-posed problems . Vh Winston , 1977 . A. N. Tikhonov and V. Arsenin. Solutions of ill-posed problems. Vh Winston, 1977."},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/2661806.2661807"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/2512530.2512533"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/1873951.1874249"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2011.153"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"crossref","first-page":"597","DOI":"10.21437\/Interspeech.2008-192","volume-title":"INTERSPEECH","volume":"2008","author":"W\u00f6llmer M.","year":"2008","unstructured":"M. W\u00f6llmer , F. Eyben , S. Reiter , B. Schuller , C. Cox , E. Douglas-Cowie , and R. Cowie . Abandoning emotion classes -- towards continuous emotion recognition with modelling of long-range dependencies . In INTERSPEECH , volume 2008 , pages 597 -- 600 , 2008 . M. W\u00f6llmer, F. Eyben, S. Reiter, B. Schuller, C. Cox, E. Douglas-Cowie, and R. Cowie. Abandoning emotion classes -- towards continuous emotion recognition with modelling of long-range dependencies. In INTERSPEECH, volume 2008, pages 597--600, 2008."}],"event":{"name":"MM '15: ACM Multimedia Conference","sponsor":["SIGMM ACM Special Interest Group on Multimedia"],"location":"Brisbane Australia","acronym":"MM '15"},"container-title":["Proceedings of the 5th International Workshop on Audio\/Visual Emotion Challenge"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2808196.2811636","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2808196.2811636","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T19:03:46Z","timestamp":1750273426000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2808196.2811636"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,10,26]]},"references-count":28,"alternative-id":["10.1145\/2808196.2811636","10.1145\/2808196"],"URL":"https:\/\/doi.org\/10.1145\/2808196.2811636","relation":{},"subject":[],"published":{"date-parts":[[2015,10,26]]},"assertion":[{"value":"2015-10-26","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}