Saúl Solorio-Fernández

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 10

Top Topics

Systematic Evaluation

Pointwise Mutual Information

Feature Selection

Top Venues

Artif. Intell. Rev.

Pattern Recognit.

Publications

Saúl Solorio-Fernández, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad
Filter unsupervised spectral feature selection method for mixed data based on a new feature correlation measure. Neurocomputing 571 (2024)
Saúl Solorio-Fernández, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad
A survey on feature selection methods for mixed data. Artif. Intell. Rev. 55 (4) (2022)
Saúl Solorio-Fernández, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad
Unsupervised Feature Selection Methodology for Analysis of Bacterial Taxonomy Profiles. MCPR (2021)
Saúl Solorio-Fernández, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad
A review of unsupervised feature selection methods. Artif. Intell. Rev. 53 (2) (2020)
Saúl Solorio-Fernández, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad
A systematic evaluation of filter Unsupervised Feature Selection methods. Expert Syst. Appl. 162 (2020)
Saúl Solorio-Fernández, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa
A Supervised Filter Feature Selection method for mixed data based on Spectral Feature Selection and Information-theory redundancy analysis. Pattern Recognit. Lett. 138 (2020)
Saúl Solorio-Fernández, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa
A Supervised Filter Feature Selection Method for Mixed Data Based on the Spectral Gap Score. MCPR (2019)
Saúl Solorio-Fernández, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad
Ranking Based Unsupervised Feature Selection Methods: An Empirical Comparative Study in High Dimensional Datasets. MICAI (1) (2018)
Saúl Solorio-Fernández, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa
A new Unsupervised Spectral Feature Selection Method for mixed data: A filter approach. Pattern Recognit. 72 (2017)
Saúl Solorio-Fernández, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad
A new hybrid filter-wrapper feature selection method for clustering based on ranking. Neurocomputing 214 (2016)
Saúl Solorio-Fernández, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Yan-Qing Zhang
Hybrid feature selection method for biomedical datasets. CIBCB (2012)
Saúl Solorio-Fernández, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad
Hybrid Feature Selection Method for Supervised Classification Based on Laplacian Score Ranking. MCPR (2010)