Hello!
I'm Juan Ignacio Alonso Barba
Data Scientist
Publications
Journals
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(2016) MEPD: medaka expression pattern database, genes and more.
Juan Ignacio Alonso-Barba, Raza-Ur Rahman, Joachim Wittbrodt, Juan L. Mateo. Nucleic Acids Research. 44(Database-Issue). 819-821.
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(2016) Random extreme learning machines to predict electric load in buildings.
Gonzalo Vergara, Juan Ignacio Alonso-Barba, Emilio Soria-Olivas, José A. Gámez, Manuel Domínguez. Progress in AI. 5(2). 129-135.
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(2015) Automatic quantification of the subcellular localization of chimeric GFP protein supported by a two-level Naive Bayes classifier.
Sara Sáez-Atienzar, Jesus Martínez-Gómez, Juan Ignacio Alonso-Barba, José Miguel Puerta, María F. Galindo, Joaquín Jordán, Luis de la Ossa. Expert Syst. Appl.. 42(3). 1531-1537.
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(2013) Scaling up the Greedy Equivalence Search algorithm by constraining the search space of equivalence classes.
Juan Ignacio Alonso-Barba, Luis delaOssa, José A. Gámez, Jose Miguel Puerta. Int. J. Approx. Reasoning. 54(4). 429-451.
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(2011) Structural learning of Bayesian networks using local algorithms based on the space of orderings.
Juan Ignacio Alonso-Barba, Luis delaOssa, Jose Miguel Puerta. Soft Comput.. 15(10). 1881-1895.
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Conference papers
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(2015) Ant Colony and Surrogate Tree-Structured Models for Orderings-Based Bayesian Network Learning.
Juan Ignacio Alonso-Barba, Luis de la Ossa, Olivier Regnier-Coudert, John A. W. McCall, José A. Gámez, José Miguel Puerta. In proceedings of GECCO. 543-550.
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(2011) Scaling Up the Greedy Equivalence Search Algorithm by Constraining the Search Space of Equivalence Classes.
Juan Ignacio Alonso-Barba, Luis de la Ossa, José A. Gámez, Jose Miguel Puerta. In proceedings of ECSQARU 2011. 194-205.
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(2011) Efficient and sound evaluation when learning Bayesian networks in the space of orderings based on local methods.
Juan Ignacio Alonso-Barba, Luis delaOssa, Jose Miguel Puerta. In proceedings of ISDA 2011. 611-618.
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(2009) Structural Learning of Bayesian Networks by Using Variable Neighbourhood Search Based on the Space of Orderings.
Juan Ignacio Alonso-Barba, Luis delaOssa, Jose Miguel Puerta. In proceedings of ISDA 2009. 1435-1440.
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(2008) Gait Optimization in AIBO Robots Using an Estimation of Distribution Algorithm.
Juan Ignacio Alonso-Barba, José A. Gámez, Jose Miguel Puerta, Ismael García-Varea. In proceedings of HIS 2008. 150-155.
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