IÑIGO
MENDIALDUA BEITIA
PROFESORADO AGREGADO
BASILIO
SIERRA ARAUJO
PROFESORADO CATEDRATICO/A DE UNIVERSIDAD
Publications by the researcher in collaboration with BASILIO SIERRA ARAUJO (12)
2023
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RANSAC for Robotic Applications: A Survey
Sensors, Vol. 23, Núm. 1
2021
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Problems selection under dynamic selection of the best base classifier in one versus one: PSEUDOVO
International Journal of Machine Learning and Cybernetics, Vol. 12, Núm. 6, pp. 1721-1735
2019
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Statistics-Based Music Generation Approach Considering Both Rhythm and Melody Coherence
IEEE Access, Vol. 7, pp. 183365-183382
2018
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On the use of matrix based representation to deal with automatic composer recognition
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Towards the use of similarity distances to music genre classification: A comparative study
PLoS ONE, Vol. 13, Núm. 2
2016
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Undirected cyclic graph based multiclass pair-wise classifier: Classifier number reduction maintaining accuracy
Neurocomputing, Vol. 171, pp. 1576-1590
2015
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Classifier Subset Selection to construct multi-classifiers by means of estimation of distribution algorithms
Neurocomputing, Vol. 157, pp. 46-60
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Dynamic selection of the best base classifier in One versus One
Knowledge-Based Systems, Vol. 85, pp. 298-306
2014
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New One VersusOneAll method: NOV@
Expert Systems with Applications, Vol. 41, Núm. 14, pp. 6251-6260
2012
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Positive predictive value based dynamic K-nearest neighbor
Frontiers in Artificial Intelligence and Applications, Vol. 243, pp. 59-68
2011
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K Nearest Neighbor Equality: Giving equal chance to all existing classes
Information Sciences, Vol. 181, Núm. 23, pp. 5158-5168
2010
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Surrounding influenced k-nearest neighbors: A new distance based classifier
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)