Thibault Langlois

Conference Paper
Sturm, B. L., R. Bardeli, T. Langlois, and V. Emiya, "Formalizing the problem of music description", Int. Symposium on Music Information Retrieval (ISMIR), 2014.
Oliveira, J. Lobato, K. Nakamura, T. Langlois, F. Gouyon, K. Nakadai, A. Lim, L. Paulo Reis, and H. G. Okuno, "Making a robot dance to diverse musical genre in noisy environments", Intelligent Robots and Systems (IROS 2014), 2014 IEEE/RSJ International Conference on: IEEE, pp. 1896–1901, 2014.
Journal Article
Chambel, T., T. Langlois, P. Martins, N. Gil, N. Silva, and E. Duarte, "Content-based search overviews and exploratory browsing of movies with MovieClouds", International Journal of Advanced Media and Communication, vol. 5, no. 1: Inderscience Publishers, pp. 58–79, 2013.
Book Chapter
Gomes, J. M. A., T. Chambel, and T. Langlois, "Engaging Users in Audio Labelling as a Movie Browsing Game with a Purpose", Advances in Computer Entertainment: Springer International Publishing, pp. 296–307, 2013.
Conference Paper
Gomes, J., T. Chambel, and T. Langlois, "SoundsLike: movies soundtrack browsing and labeling based on relevance feedback and gamification", Proceedings of the 11th european conference on Interactive TV and video: ACM, pp. 59–62, 2013.
Gil, N., N. Silva, E. Duarte, P. Martins, T. Langlois, and T. Chambel, "Going through the clouds: search overviews and browsing of movies", Proceeding of the 16th International Academic MindTrek Conference: ACM, pp. 158–165, 2012.
Martins, P., T. Langlois, and T. Chambel, "MovieClouds: content-based overviews and exploratory browsing of movies", Proceedings of the 15th International Academic MindTrek Conference: Envisioning Future Media Environments: ACM, pp. 133–140, 2011.
Journal Article
Marques, G., T. Langlois, F. Gouyon, M. Lopes, and M. Sordo, "Short-term feature space and music genre classification", Journal of New Music Research, vol. 40, no. 2: Routledge, pp. 127–137, 2011.
Conference Paper
Langlois, T., T. Chambel, E. Oliveira, P. Carvalho, G. Marques, and A. O. Falcao, "VIRUS: video information retrieval using subtitles", Proceedings of the 14th International Academic MindTrek Conference: Envisioning Future Media Environments: ACM, pp. 197–200, 2010.
Langlois, T., and G. Marques, "Automatic music genre classification using a hierarchical clustering and a language model approach", Advances in Multimedia, 2009. MMEDIA'09. First International Conference on: IEEE, pp. 188–193, 2009.
Journal Article
Bernardo, A., and T. Langlois, Automatic classification of midi tracks, : 10th International Conference on Entreprise Information Systems (ICEIS'08), 2008.
Marques, G., and T. Langlois, A similarity measure for music signals, : INSTICC-Inst Syst Technologies Information Control & Communication, 2008.
Langlois, T., "XAI: une méthode incrémentale pour l'approximation de la fonction de valeur", Revue d'intelligence artificielle, vol. 21, no. 1: Lavoisier, pp. 35–52, 2007.
Falcao, A. O., T. Langlois, and A. Wichert, "Flexible kernels for RBF networks", Neurocomputing, vol. 69, no. 16: Elsevier, pp. 2356–2359, 2006.
Langlois, T., and P. Campos, Abalearn, a programs that learns how to play Abalone, : International Computer Game Association Journal, 2003.
Book Chapter
Campos, P., and T. Langlois, "Abalearn: A risk-sensitive approach to self-play learning in abalone", Machine Learning: ECML 2003: Springer Berlin Heidelberg, pp. 35–46, 2003.
Journal Article
Campos, P., and T. Langlois, "Abalearn: Efficient self-play learning of the game abalone", INESC-ID, neural networks and signal processing group, 2003.
Book Chapter
Cardoso, P., L. Flores, T. Langlois, and J. Neto, "Meteo: a telephone-based Portuguese conversation system in Weather domain", Advances in Natural Language Processing: Springer Berlin Heidelberg, pp. 175–178, 2002.
Journal Article
Almeida, L. B., T. Langlois, JD. Amaral, and A. Plakhov, "Parameter adaptation in stochastic optimization", On-Line Learning in Neural Networks, Publications of the Newton Institute, pp. 111–134, 1998.
Silva, G. X., JD. Amaral, T. Langlois, and L. B. Almeida, "Faster training of recurrent networks", Spatiotemporal models in biological and artificial systems, pp. 168–175, 1996.
Conference Paper
Nunes, L., L. B. Almeida, and T. Langlois, "Interpolation networks", Neural Networks, 1996., IEEE International Conference on, vol. 3: IEEE, pp. 1750–1754, 1996.
Journal Article
Langlois, T., and S. Canu, "B-learning: a reinforcement learning variant for the control of a plant", Journal of intelligent material systems and structures, vol. 5, no. 2: Sage Publications, pp. 272–278, 1994.
Journal Article
Langlois, T., and S. Canu, "Control of time-delay systems using reinforcement learning", Artificial Neural Networks, vol. 2, no. 1, 1992.
Grandvalet, Y., S. Canu, D. Meizel, and T. Langlois, "PRECONDITIONING FOR IMPROVING CONVERGENCE OF BACK PROPAGATION ALGORITHM IN CONTROL APPLICATIONS", Intelligent engineering systems through artificial neural networks: proceedings of the Artificial Neural Networks in Engineering (ANNIE'91) Conference, held November 10-13, 1991, in St. Louis, Missouri, USA, vol. 1: ASME Press, pp. 89, 1991.