Thibault Langlois

2014
Gouyon, F., B. L. Sturm, J. Lobato Oliveira, N. Hespanhol, and T. Langlois, "On evaluation in music autotagging research", IEEE Transactions on Audio, Speech and Language Processing, 2014.
Gouyon, F., B. L. Sturm, J. Lobato Oliveira, N. Hespanhol, and T. Langlois, "On Evaluation Validity in Music Autotagging", arXiv preprint arXiv:1410.0001, 2014.
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.
2013
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.
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.
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.
2012
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.
2011
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.
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.
Marques, G., M. Aurélio Domingues, T. Langlois, and F. Gouyon, "Three Current Issues In Music Autotagging.", ISMIR, pp. 795–800, 2011.
2010
Marques, G., M. Lopes, M. Sordo, T. Langlois, and F. Gouyon, "Additional evidence that common low-level features of individual audio frames are not representative of music genres", Sound and Music Computing Conference, Barcelona, 2010.
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.
2008
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.
2007
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.
2006
Falcao, A. O., T. Langlois, and A. Wichert, "Flexible kernels for RBF networks", Neurocomputing, vol. 69, no. 16: Elsevier, pp. 2356–2359, 2006.
2003
Langlois, T., and P. Campos, Abalearn, a programs that learns how to play Abalone, : International Computer Game Association Journal, 2003.
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.
Campos, P., and T. Langlois, "Abalearn: Efficient self-play learning of the game abalone", INESC-ID, neural networks and signal processing group, 2003.
2002
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.
1998
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.
1996
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.
Nunes, L., L. B. Almeida, and T. Langlois, "Interpolation networks", Neural Networks, 1996., IEEE International Conference on, vol. 3: IEEE, pp. 1750–1754, 1996.
1994
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.
1991
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.