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Learning Probability Distributions over Permutations by Means of Fourier Coefficients 

Irurozki, Ekhine; Calvo Molinos, Borja; Lozano Alonso, José Antonio (2011)
A large and increasing number of data mining domains consider data that can be represented as permutations. Therefore, it is important to devise new methods to learn predictive models over datasets of permutations. However, ...
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Approaching Sentiment Analysis by Using Semi-supervised Learning of Multidimensional Classifiers 

Ortigosa Hernández, Jonathan; Rodríguez Fernández, Juan Diego; Alzate, Leandro; Lucania, Manuel; Inza Cano, Iñaki; Lozano Alonso, José Antonio (2011)
Sentiment Analysis is defined as the computational study of opinions, sentiments and emotions expressed in text. Within this broad field, most of the work has been focused on either Sentiment Polarity classification, ...
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A review on Estimation of Distribution Algorithms in Permutation-based Combinatorial Optimization Problems 

Ceberio Uribe, Josu; Irurozki, Ekhine; Mendiburu Alberro, Alexander; Lozano Alonso, José Antonio (2011)
Estimation of Distribution Algorithms (EDAs) are a set of algorithms that belong to the field of Evolutionary Computation. Characterized by the use of probabilistic models to represent the solutions and the dependencies ...
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Analyzing limits of effectiveness in different implementations of estimation of distribution algorithms 

Echegoyen Arruti, Carlos; Zhang, Qingfu; Mendiburu Alberro, Alexander; Santana Hermida, Roberto; Lozano Alonso, José Antonio (2011)
Conducting research in order to know the range of problems in which a search algorithm is effective constitutes a fundamental issue to understand the algorithm and to continue the development of new techniques. In this ...

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Author
Lozano Alonso, José Antonio (4)
Irurozki, Ekhine (2)Mendiburu Alberro, Alexander (2)Alzate, Leandro (1)... View MoreDepartamento (cas.)Ciencia de la computación e inteligencia artificial (4)Departamento (eus.)
Konputazio zientziak eta adimen artifiziala (4)
Date Issued
2011 (4)
Language(ISO)
eng (4)

DSpace software copyright © 2002-2015  DuraSpace
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