Saúl Solorio-Fernández

13 papers C 1Journal 8Unranked 4
YearRankTypeTitle / Venue / Authors
2024 J jnl
Filter unsupervised spectral feature selection method for mixed data based on a new feature correlation measure.
Neurocomputing
Saúl Solorio-Fernández, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad
2022 J jnl
A survey on feature selection methods for mixed data.
Artif. Intell. Rev.
Saúl Solorio-Fernández, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad
2021 J jnl
Runtime Prediction of Filter Unsupervised Feature Selection Methods.
Res. Comput. Sci.
Teun van der Weij, Venustiano Soancatl-Aguilar, Saúl Solorio-Fernández
2021 — conf
Unsupervised Feature Selection Methodology for Analysis of Bacterial Taxonomy Profiles.
MCPR
Saúl Solorio-Fernández, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad
2020 J jnl
A Supervised Filter Feature Selection method for mixed data based on Spectral Feature Selection and Information-theory redundancy analysis.
Pattern Recognit. Lett.
Saúl Solorio-Fernández, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa
2020 J jnl
A review of unsupervised feature selection methods.
Artif. Intell. Rev.
Saúl Solorio-Fernández, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad
2020 J jnl
A systematic evaluation of filter Unsupervised Feature Selection methods.
Expert Syst. Appl.
Saúl Solorio-Fernández, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad
2019 — conf
A Supervised Filter Feature Selection Method for Mixed Data Based on the Spectral Gap Score.
MCPR
Saúl Solorio-Fernández, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa
2018 — conf
Ranking Based Unsupervised Feature Selection Methods: An Empirical Comparative Study in High Dimensional Datasets.
MICAI (1)
Saúl Solorio-Fernández, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad
2017 J jnl
A new Unsupervised Spectral Feature Selection Method for mixed data: A filter approach.
Pattern Recognit.
Saúl Solorio-Fernández, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa
2016 J jnl
A new hybrid filter-wrapper feature selection method for clustering based on ranking.
Neurocomputing
Saúl Solorio-Fernández, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad
2012 C conf
Hybrid feature selection method for biomedical datasets.
CIBCB
Saúl Solorio-Fernández, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Yan-Qing Zhang
2010 — conf
Hybrid Feature Selection Method for Supervised Classification Based on Laplacian Score Ranking.
MCPR
Saúl Solorio-Fernández, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad