Los temas en los que llevo a cabo mi investigación son:
» Construcción de redes Bayesianas por combinación.
» Redes Bayesianas para clasificación.
» Aprendizaje de redes Bayesianas a partir de varias fuentes de datos.
» Aplicaciones de redes Bayesianas en Ingeniería del Software y Agricultura.
» ProGraMo: Design of new algorithms for probabilistic graphical models
Orellana, F.J. del Sagrado, José; Águila, Isabel María. SAIFA: A web-based system for Integrated Production of olive cultivation. Computers and Electronics in Agriculture, 78 (2), pp. 231-237, 2011. DOI:10.1016/j.compag.2011.07.014
del Águila, Isabel M. and del Sagrado, José. Requirement risk level forecast using Bayesian networks classifiers. International Journal of Software Engineering and Knowledge Engineering, 21 (2), pp. 167-190, 2011. DOI:10.1142/S0218194011005219
del Sagrado, José; Águila, Isabel María and Orellana, F.J. Architecture for the Use of Synergies between Knowledge Engineering and Requirements Engineering, 7th Workshop on Knowledge Engineering and Software Engineering (KESE7 2011), Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA'11), San Cristobal de la Laguna, Tenerife, 7 al 11 de Noviembre, 2011.
del Sagrado, José; Águila, Isabel María and Orellana, F.J. Requirements Interaction in the Next Release Problem. Genetic and Evolutionary Computation Conference (GECCO’11), July 12–16, 2011, Dublin, Ireland, pp. 187-188, ACM 978-1-4503-0690-4/11/07,DOI: 10.1145/2001858.2001994
del Sagrado, José; Águila, Isabel María and Orellana, F.J. Ant Colony Optimization for the Next Release Problem. A Comparative Study. 2nd International Symposium on Search Based Software Engineering (SSBSE 2010), Benevento, Italy, 7 al 9 de Septiembre, 2010.
Águila, Isabel María; del Sagrado, José; Túnez, Samuel and Orellana, F.J. Seamless Software Development for Systems Based on Bayesian Networks. An Agricultural Pest Control System Example. 5th International Conference on Software and Data Technologies (ICSOFT 2010), Atenas, 22 al 24 de Julio, 2010.
del Sagrado, José. Learning Bayesian Networks from Distributed Data: An Approach Based on the MDL Principle. Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA'09), Sevilla, 9 al 13 de Noviembre, 2009.
del Sagrado, José and del Águila, Isabel María. Ant Colony Optimization for Requirement Selection in Incremental Software Development. In Proceedings of the 1st International Symposium on Search Based Software Engineering (SSBSE '09), IEEE Computer Society, 2009.
del Sagrado, José and del Águila, Isabel María. A Bayesian Network for Predicting the Need for a Requirements Review. In Farid Meziane and Sunil Vadera (Eds.): Artificial Intelligence Applications for Improved Software Engineering Development: New Prospects, IGI Global, Hershey PA, USA , 2009.
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