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.Publications

  • Jorge M. A. Gomes, Teresa Chambel and Thibault Langlois, "A Video Browsing Interface for Collecting Sound Labels using Human Computation in SoundsLike", 9th International Conference on Computer Graphics Theory and Applications (GRAPP), 2014

  • Jorge M.A. Gomes, Teresa Chambel and Thibault Langlois. "SoundsLike: Movies Soundtrack Browsing and Labeling Based on Relevance Feedback and Gamification", European Interactive TV Conference (EuroITV), 2013

  • Teresa Chambel, Thibault Langlois, Pedro Martins, Nuno Gil, Nuno Silva, and Eduardo Duarte. "Content-Based Search Overviews and Exploratory Browsing of Movies with MovieClouds". In Participatory and Social Media – Technologies, Business and Management. Special issue of IJAMC International Journal of Advanced Media and Communication, InderScience, 2013.

  • Nuno Gil, Nuno Silva, Eduardo Duarte, Pedro Martins, Thibault Langlois, Teresa Chambel, "Going Through the Clouds: Search Overviews and Browsing of Movies". In Proc. of Academic MindTrek'2012, Tampere, Finland, Oct 3-5, 2012.

  • Marques G., Langlois T., Gouyon F., Lopes M., Sordo M. "Short-term feature space and Music Genre Classification" Journal of New Music Research, 40(2), pp.127-137, 2011

  • Marques G., Domingues M., Langlois T., Gouyon F. "Three Current Issues in Music Autotagging." International Society for Music Information Retrieval (ISMIR) Conference, Miami, 2011.

  • Pedro Martins, Thibault Langlois, and Teresa Chambel, "MovieClouds: Content-Based Overviews and Exploratory Browsing of Movies". In Proc. of Academic MindTrek'2011, Tampere, Finland, Sep 28-30, 2011.

  • Marques G., Lopes M., Sordo M., Langlois T., Gouyon F. "Additional evidence that common low-level features of individual audio frames are not representative of music genres." Sound and Music Computing Conference, Barcelona, 2010.

  • Thibault Langlois, Teresa Chambel, Eva Oliveira, Paula Carvalho, Gonçalo Marques, & André Falcão. "VIRUS: Video Information Retrieval Using Subtitles". In Proc. of Academic MindTrek'2010, poster session, pp.197-200, Tampere, Finland, Oct 6-8, 2010.

  • Thibault Langlois and Gonçalo Marques, «A Language Modeling Approach for the Classification of Audio Music», in 5th International Conference on Data Mining (DMIN'09), July 13-16, 2009, Las Vegas, Nevada USA.

  • Thibault Langlois and Gonçalo Marques, «Music Classification Method Based on Timbral Features» International Symposium on Music Information Retrieval (ISMIR 2009), October 2009 - Kobe, Japan

  • Gonçalo Marques and Thibault Langlois, «Automatic Music Genre Classification Using a Hierarchical Clustering and a Language Model Approach» The First International Conference on Advances in Multimedia (MMEDIA 2009), July 20-25, 2009 - Colmar, France

  • Gonçalo Marques and Thibault Langlois, «A similarity measure for music signals» in International Conference on Enterprise Information Systems, 12 - 16, June 2008 Barcelona, Spain

  • Alexandre Bernardo and Thibault Langlois, «Automatic classification of MIDI tracks» in International Conference on Enterprise Information Systems, 12 - 16, June 2008 Barcelona, Spain

  • Thibault Langlois, «XAI: une méthode incrémentale pour l´approximation de la fonction de valeur», Revue d´Intelligence Artificielle, Vol. 21 Number 1, Jan. 2007.

  • André O. Falcão, Thibault Langlois, Andreas Wichert, «Flexible kernels for RBF networks», Neurocomputing, Vol. 69, p. 2356--2359, 2006.

  • T. Langlois and Pedro Campos, «Abalearn: A Program That Learns How to Play Abalone» in Journal of the International Computer Games Association, Vol. 26, 4, December 2003. ISSN 1389-6911

  • Pedro Filipe Pereira Campos and Thibault Langlois, «Abalearn: A Risk-Sensitive Approach to Self-Play Learning in Abalone», European Conference on Machine Learning, 2003.

  • Thibault Langlois and Fernando Henrique Corte Real Mira da Silva, «RAGUN: a Resource-Allocating Agent based on a Network of Gaussian Units», International Conference on Agents and Intelligent Systems. 2002.

  • P. Cardoso and L. Flores and Thibault Langlois and João Paulo da Silva Neto, «Meteo: a telephone-based Portuguese conversation system in Weather domain», PORTAL 2002, Jun. 2002 .

  • Thibault Langlois, «Approximating the Value Function with Networks of Radial Basis Functions», Second International ICSC Symposium on SOFT COMPUTING (SOCO 2001), Jun. 2001

  • Rui Manuel Marques dos Santos Amaral and Thibault Langlois and Hugo Daniel dos Santos Meinedo and João Paulo da Silva Neto and N. Souto and Isabel Maria Martins Trancoso, «The development of a Portuguese version of a media watch system», Proceedings EUROSPEECH 2001, Sep. 2001 .

  • Thibault Langlois, «Approximating the Value Function with Networks of Local Units», Fourth European Workshop on Reinforcement Learning, Lugano, 1999.

  • Luís B. Almeida, Thibault Langlois, José D. Amaral e Alexander Plakhov «Parameter Adaptation in Stochastic Optimization», in proceedings of the Workshop on On-Line Learning, Newton Institute, Cambridge, UK, 1998.

  • Gonçalo X. Silva, José D. Amaral, Thibault Langlois e Luís B. Almeida «Faster training of recurrent networks» in Spatiotemporal Models in Biological and Artificial Systems, IOS Press, 1996.

  • Luís Nunes, Luís B. Almeida e Thibault Langlois «Interpolation Networks», International Conference on Neural Networks, Washingtown DC, 1996.

  • T.Langlois e S.Canu, «B-Learning: a Reinforcement Variant for the Control of a Plant» in Journal of Intelligent Material Systems and Structures, Vol. 5, 2, March 1994, pp. 272--278.

  • Helena Ramos, Thibault Langlois, Gonçalo Xufre, José Amaral, Luis B. Almeida e Fernando M. Silva «Neural networks in industrial modeling and fault detection» in Artificial Intelligence in Real Time Control (AIRTC'94), Outubro 1994.

  • T.Langlois e S.Canu, «B-Learning a Reinforcement Learning Algorithm, Comparison with Dynamic Programming» in New Trends in Neural Computation (IWANN'93), Spain, Junho 1993.

  • P.Aguiar, T.Langlois, H.Ramos e L.Almeida «Neural Networks in Industrial Modelling» in IRTICS'93, Workshop on Integration in RealTime Intelligent Control Systems, Spain, Outubro 1993.

  • Y.Grandvalet, S.Canu, D.Meizel e T.Langlois, «Preconditioning for Improving Convergence of Back Propagation Algorithm in Control Applications» in Heuristics, The Journal of Knowledge Engineering, Vol. 5 Number 1, 1992.

  • T.Langlois e S.Canu, «B-Learning: a Reinforcement Learning Variant for the Control of a Plant» in Proceedings of the Artificial Neural Networks in Engineering (ANNIE'92), St Louis Missouri, Novembro, 1992.

  • T.Langlois e S.Canu, «Control of Time-Delay Systems Using Reinforcement Learning» in International Conference on Artificial Neural Networks, Brighton, 1992.

  • Y.Grandvalet, S.Canu, D.Meizel e T.Langlois, «Preconditioning for Improving Convergence of Back Propagation Algorithm in Control Applications» in Proceedings of the Artificial Neural Networks in Engineering (ANNIE'91), St Louis Missouri, Novembro, 1991.