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Saúl Solorio-Fernández
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2020 – today
- 2024
- [j7]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: 127111 (2024) - 2022
- [j6]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): 2821-2846 (2022) - 2021
- [c5]Saúl Solorio-Fernández, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad:
Unsupervised Feature Selection Methodology for Analysis of Bacterial Taxonomy Profiles. MCPR 2021: 47-56 - 2020
- [j5]Saúl Solorio-Fernández, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad:
A review of unsupervised feature selection methods. Artif. Intell. Rev. 53(2): 907-948 (2020) - [j4]Saúl Solorio-Fernández, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad:
A systematic evaluation of filter Unsupervised Feature Selection methods. Expert Syst. Appl. 162: 113745 (2020) - [j3]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: 321-328 (2020)
2010 – 2019
- 2019
- [c4]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: 3-13 - 2018
- [c3]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: 205-218 - 2017
- [j2]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: 314-326 (2017) - 2016
- [j1]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: 866-880 (2016) - 2012
- [c2]Saúl Solorio-Fernández, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Yan-Qing Zhang:
Hybrid feature selection method for biomedical datasets. CIBCB 2012: 150-155 - 2010
- [c1]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: 260-269
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