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Saúl Solorio Fernández
Saúl Solorio Fernández
Computer Sciences researcher
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Title
Cited by
Cited by
Year
A review of unsupervised feature selection methods
S Solorio-Fernández, JA Carrasco-Ochoa, JF Martínez-Trinidad
Artificial Intelligence Review 53 (2), 907-948, 2020
4972020
A new hybrid filter–wrapper feature selection method for clustering based on ranking
S Solorio-Fernández, JA Carrasco-Ochoa, JF Martínez-Trinidad
Neurocomputing 214, 866-880, 2016
1362016
A new unsupervised spectral feature selection method for mixed data: a filter approach
S Solorio-Fernández, JF Martínez-Trinidad, JA Carrasco-Ochoa
Pattern Recognition 72, 314-326, 2017
662017
A survey on feature selection methods for mixed data
S Solorio-Fernández, JA Carrasco-Ochoa, JF Martínez-Trinidad
Artificial Intelligence Review, 1-26, 2022
302022
A supervised filter feature selection method for mixed data based on spectral feature selection and information-theory redundancy analysis
S Solorio-Fernandez, JF Martínez-Trinidad, JA Carrasco-Ochoa
Pattern Recognition Letters 138, 321-328, 2020
282020
A systematic evaluation of filter Unsupervised Feature Selection methods
S Solorio-Fernández, JA Carrasco-Ochoa, JF Martínez-Trinidad
Expert Systems with Applications 162, 113745, 2020
162020
Hybrid feature selection method for supervised classification based on Laplacian score ranking
S Solorio-Fernández, JA Carrasco-Ochoa, JF Martínez-Trinidad
Advances in Pattern Recognition: Second Mexican Conference on Pattern …, 2010
132010
Hybrid feature selection method for biomedical datasets
S Solorio-Fernández, JF Martínez-Trinidad, JA Carrasco-Ochoa, ...
2012 IEEE Symposium on Computational Intelligence in Bioinformatics and …, 2012
82012
Ranking based unsupervised feature selection methods: An empirical comparative study in high dimensional datasets
S Solorio-Fernández, JA Carrasco-Ochoa, JF Martínez-Trinidad
Advances in Soft Computing: 17th Mexican International Conference on …, 2018
52018
A supervised filter feature selection method for mixed data based on the spectral gap score
S Solorio-Fernández, JF Martínez-Trinidad, JA Carrasco-Ochoa
Pattern Recognition: 11th Mexican Conference, MCPR 2019, Querétaro, Mexico …, 2019
22019
Runtime Prediction of Filter Unsupervised Feature Selection Methods
T van der Weij, VS Aguilar, S Solorio-Fernández
Research in Computing Science 150 (8), 138-150, 2022
12022
Unsupervised Feature Selection Method for Mixed Data
S Solorio-Fernández, A Carrasco-Ochoa, LE Erro
Computer Science Department, National Institute of Astrophysics, Optics and …, 2019
12019
Filter unsupervised spectral feature selection method for mixed data based on a new feature correlation measure
S Solorio-Fernández, JA Carrasco-Ochoa, JF Martínez-Trinidad
Neurocomputing 571, 127111, 2024
2024
Unsupervised Feature Selection Methodology for Analysis of Bacterial Taxonomy Profiles
S Solorio-Fernández, JA Carrasco-Ochoa, JF Martínez-Trinidad
Mexican Conference on Pattern Recognition, 47-56, 2021
2021
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