{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,4]],"date-time":"2024-09-04T22:37:26Z","timestamp":1725489446586},"publisher-location":"Berlin, Heidelberg","reference-count":26,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540734345"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"DOI":"10.1007\/978-3-540-73435-2_18","type":"book-chapter","created":{"date-parts":[[2007,8,16]],"date-time":"2007-08-16T23:29:38Z","timestamp":1187306978000},"page":"228-241","source":"Crossref","is-referenced-by-count":3,"title":["Active Learning Strategies: A Case Study for Detection of Emotions in Speech"],"prefix":"10.1007","author":[{"given":"Alexis","family":"Bondu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vincent","family":"Lemaire","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Barbara","family":"Poulain","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"18_CR1","doi-asserted-by":"crossref","unstructured":"Harmon, M.: Reinforcement learning: a tutorial (1996), http:\/\/eureka1.aa.wpafb.af.mil\/rltutorial\/","DOI":"10.21236\/ADA323194"},{"issue":"3","key":"18_CR2","doi-asserted-by":"publisher","first-page":"264","DOI":"10.1145\/331499.331504","volume":"31","author":"A.K. Jain","year":"1999","unstructured":"Jain, A.K., Murty, M.N., Flynn, P.J.: Data clustering: a review. ACM Computing Surveys\u00a031(3), 264\u2013323 (1999)","journal-title":"ACM Computing Surveys"},{"key":"18_CR3","unstructured":"Jamy, I., Jen, T.-Y., Laurent, D., Loizou, G., Sy, O.: Extraction de r\u00e8gles d\u2019association pour la pr\u00e9diction de valeurs manquantes. Revue Africaine de la Recherche en Informatique et Math\u00e9matique Appliqu\u00e9e ARIMA Sp\u00e9cial CARI04, 103\u2013124 (2005)"},{"key":"18_CR4","doi-asserted-by":"crossref","unstructured":"Chapelle, O., Sch\u00f6lkopf, B., Zien, A.: Semi-Supervised Learning. MIT Press, Cambridge, MA (2006) (in press), http:\/\/www.kyb.tuebingen.mpg.de\/ssl-book\/ssl_toc.pdf","DOI":"10.7551\/mitpress\/9780262033589.001.0001"},{"key":"18_CR5","unstructured":"Cohn, D., Caruana, R., McCallum, A.: Semi-supervised clustering with user feedback. Technical Report 1892, Cornell University (2003)"},{"key":"18_CR6","doi-asserted-by":"crossref","unstructured":"Chapelle, O., Zien, A.: Semi-supervised classification by low density separation. In: Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics (2005)","DOI":"10.7551\/mitpress\/9780262033589.001.0001"},{"key":"18_CR7","unstructured":"Castro, R., Willett, R., Nowak, R.: Faster rate in regression via active learning. In: NIPS (Neural Information Processing Systems), Vancouver (2005)"},{"key":"18_CR8","doi-asserted-by":"publisher","first-page":"60","DOI":"10.1145\/1127777.1127790","volume-title":"IPSN 2006","author":"A. Singh","year":"2006","unstructured":"Singh, A., Nowak, R., Ramanathan, P.: Active learning for adaptive mobile sensing networks. In: IPSN 2006. Proceedings of the fifth international conference on Information processing in sensor networks, pp. 60\u201368. ACM Press, New York (2006)"},{"key":"18_CR9","first-page":"441","volume-title":"Proc. 18th International Conf. on Machine Learning","author":"N. Roy","year":"2001","unstructured":"Roy, N., McCallum, A.: Toward optimal active learning through sampling estimation of error reduction. In: Proc. 18th International Conf. on Machine Learning, pp. 441\u2013448. Morgan Kaufmann, San Francisco (2001)"},{"key":"18_CR10","unstructured":"Muslea, I.: Active Learning With Multiple View. Phd thesis, University of southern california (2002)"},{"key":"18_CR11","series-title":"Lecture Notes in Computer Science","first-page":"3","volume-title":"Proceedings of SIGIR-94","author":"D. Lewis","year":"1994","unstructured":"Lewis, D., Gale, A.: A sequential algorithm for training text classifiers. In: Croft, W.B., van Rijsbergen, C.J. (eds.) Proceedings of SIGIR-94. 17th ACM International Conference on Research and Development in Information Retrieval, Dublin. LNCS, pp. 3\u201312. Springer, Heidelberg (1994)"},{"key":"18_CR12","first-page":"531","volume-title":"Advances in Neural Information Processing Systems","author":"S.B. Thrun","year":"1992","unstructured":"Thrun, S.B., M\u00f6ller, K.: Active exploration in dynamic environments. In: Moody, J.E., Hanson, S.J., Lippmann, R.P. (eds.) Advances in Neural Information Processing Systems, vol.\u00a04, pp. 531\u2013538. Morgan Kaufmann Publishers, San Francisco (1992)"},{"key":"18_CR13","first-page":"705","volume-title":"Advances in Neural Information Processing Systems","author":"D.A. Cohn","year":"1995","unstructured":"Cohn, D.A., Ghahramani, Z., Jordan, M.I.: Active learning with statistical models. In: Tesauro, G., Touretzky, D., Leen, T. (eds.) Advances in Neural Information Processing Systems, vol.\u00a07, pp. 705\u2013712. The MIT Press, Cambridge (1995)"},{"key":"18_CR14","unstructured":"Zhu, X., Lafferty, J., Ghahramani, Z.: Combining active learning and semi-supervised learning using gaussian fields and harmonic functions. In: ICML (International Conference on Machine Learning), Washington (2003)"},{"key":"18_CR15","doi-asserted-by":"crossref","first-page":"1065","DOI":"10.1214\/aoms\/1177704472","volume":"33","author":"E. Parzen","year":"1962","unstructured":"Parzen, E.: On estimation of a probability density function and mode. Annals of Mathematical Statistics\u00a033, 1065\u20131076 (1962)","journal-title":"Annals of Mathematical Statistics"},{"issue":"2-3","key":"18_CR16","doi-asserted-by":"publisher","first-page":"133","DOI":"10.1023\/A:1007330508534","volume":"28","author":"Y. Freund","year":"1997","unstructured":"Freund, Y., Seung, H.S., Shamir, E., Tishby, N.: Selective sampling using the query by committee algorithm. Machine Learning\u00a028(2-3), 133\u2013168 (1997)","journal-title":"Machine Learning"},{"key":"18_CR17","doi-asserted-by":"crossref","unstructured":"Seung, H.S., Opper, M., Sompolinsky, H.: Query by committee. In: Computational Learning Theory, pp. 287\u2013294 (1992)","DOI":"10.1145\/130385.130417"},{"key":"18_CR18","unstructured":"Dasgupta, S.: Analysis of greedy active learning strategy. In: NIPS (Neural Information Processing Systems), San Diego (2005)"},{"issue":"2","key":"18_CR19","first-page":"201","volume":"15","author":"D.A. Cohn","year":"1994","unstructured":"Cohn, D.A., Atlas, L., Ladner, R.E.: Improving generalization with active learning. Machine Learning\u00a015(2), 201\u2013221 (1994)","journal-title":"Machine Learning"},{"key":"18_CR20","first-page":"999","volume-title":"Proceedings of ICML-00","author":"S. Tong","year":"2000","unstructured":"Tong, S., Koller, D.: Support vector machine active learning with applications to text classification. In: Langley, P. (ed.) Proceedings of ICML-00. 17th International Conference on Machine Learning, Stanford, US, pp. 999\u20131006. Morgan Kaufmann Publishers, San Francisco (2000)"},{"key":"18_CR21","doi-asserted-by":"crossref","unstructured":"Liscombe, J., Riccardi, G., Hakkani-T\u00fcr, D.: Using context to improve emotion detection in spoken dialog systems. In: InterSpeech, Lisbon (2005)","DOI":"10.21437\/Interspeech.2005-583"},{"key":"18_CR22","unstructured":"Poulain, B.: S\u00e9lection de variables et mod\u00e9lisation d\u2019expressions d\u2019\u00e9motions dans des dialogues hommes-machine (in french). In: EGC (Extraction et Gestion de Connaissance) (2006), Lille. + Technical Report avalaible here: http:\/\/perso.rd.francetelecom.fr\/lemaire"},{"key":"18_CR23","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"499","DOI":"10.1007\/978-3-540-35488-8_26","volume-title":"Feature extraction, foundations and Application","author":"M. Boull\u00e9","year":"2006","unstructured":"Boull\u00e9, M.: An enhanced selective naive bayes method with optimal discretization. In: Guyon, I., Gunn, S., Nikravesh, M., Zadeh, L. (eds.) Feature extraction, foundations and Application, August 2006. LNCS, pp. 499\u2013507. Springer, Heidelberg (2006)"},{"key":"18_CR24","unstructured":"Chappelle, O.: Active learning for parzen windows classifier. AI & Statistics, Barbados, 49\u201356 (2005)"},{"key":"18_CR25","unstructured":"Guide, V., Rakotomamonjy, C.S.: M\u00e9thode \u00e0 noyaux pour l\u2019identification d\u2019\u00e9motion. In: RFIA (Reconnaissance des Formes et Intelligence Artificielle) (2003)"},{"key":"18_CR26","unstructured":"Bondu, A., Lemaire, V.: Etude de l\u2019influence du nombre d\u2019exemples \u00e0 \u00e9tiquetter dans une proc\u00e9dure d\u2019apprentissage actif. In: CAP 2006 (Conference francophone sur l\u2019apprentissage automatique) (submitted to, 2006)"}],"container-title":["Lecture Notes in Computer Science","Advances in Data Mining. Theoretical Aspects and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-73435-2_18.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,5,13]],"date-time":"2023-05-13T16:35:12Z","timestamp":1683995712000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-73435-2_18"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[null]]},"ISBN":["9783540734345"],"references-count":26,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-73435-2_18","relation":{},"subject":[]}}