Juan Ignacio Alonso-Barba

Publication Activity (10 Years)

Years Active: 2008-2019
Publications (10 Years): 6

Top Topics

Subcellular Localization

Equivalence Class

Bayesian Network Learning

Top Venues

Int. J. Approx. Reason.

Nucleic Acids Res.

Appl. Soft Comput.

Publications

Luis de la Ossa, Pablo Bermejo, Juan A. Aledo, José A. Gámez, José Miguel Puerta, Cristina Romero-González, Jacinto Arias, Javier Cózar, Enrique González Rodrigo, Juan Ignacio Alonso-Barba, Jesus Martínez-Gómez
CiDAEN: An Online Data Science Course. HELMeTO (2019)
Juan Ignacio Alonso-Barba, Luis de la Ossa, José A. Gámez, José Miguel Puerta
On the use of local search heuristics to improve GES-based Bayesian network learning. Appl. Soft Comput. 64 (2018)
Gonzalo Vergara, Juan Ignacio Alonso-Barba, Emilio Soria-Olivas, José A. Gámez, Manuel Domínguez
Random extreme learning machines to predict electric load in buildings. Prog. Artif. Intell. 5 (2) (2016)
Juan Ignacio Alonso-Barba, Raza-Ur Rahman, Joachim Wittbrodt, Juan L. Mateo
MEPD: medaka expression pattern database, genes and more. Nucleic Acids Res. 44 (Database-Issue) (2016)
Juan Ignacio Alonso-Barba, Luis de la Ossa, Olivier Regnier-Coudert, John A. W. McCall, José A. Gámez, José Miguel Puerta
Ant Colony and Surrogate Tree-Structured Models for Orderings-Based Bayesian Network Learning. GECCO (2015)
Sara Sáez-Atienzar, Jesus Martínez-Gómez, Juan Ignacio Alonso-Barba, José Miguel Puerta, María F. Galindo, Joaquín Jordán, Luis de la Ossa
Automatic quantification of the subcellular localization of chimeric GFP protein supported by a two-level Naive Bayes classifier. Expert Syst. Appl. 42 (3) (2015)
Juan Ignacio Alonso-Barba, Luis delaOssa, José A. Gámez, José Miguel Puerta
Scaling up the Greedy Equivalence Search algorithm by constraining the search space of equivalence classes. Int. J. Approx. Reason. 54 (4) (2013)
Juan Ignacio Alonso-Barba, Luis delaOssa, José Miguel Puerta
Structural learning of Bayesian networks using local algorithms based on the space of orderings. Soft Comput. 15 (10) (2011)
Juan Ignacio Alonso-Barba, Luis de la Ossa, José A. Gámez, José Miguel Puerta
Scaling Up the Greedy Equivalence Search Algorithm by Constraining the Search Space of Equivalence Classes. ECSQARU (2011)
Juan Ignacio Alonso-Barba, Luis delaOssa, José Miguel Puerta
Efficient and sound evaluation when learning Bayesian networks in the space of orderings based on local methods. ISDA (2011)
Juan Ignacio Alonso-Barba, Luis delaOssa, José Miguel Puerta
Structural Learning of Bayesian Networks by Using Variable Neighbourhood Search Based on the Space of Orderings. ISDA (2009)
Juan Ignacio Alonso-Barba, José A. Gámez, José Miguel Puerta, Ismael García-Varea
Gait Optimization in AIBO Robots Using an Estimation of Distribution Algorithm. HIS (2008)