A review of unsupervised feature selection methods S Solorio-Fernández, JA Carrasco-Ochoa, JF Martínez-Trinidad Artificial Intelligence Review 53 (2), 907-948, 2020 | 656 | 2020 |
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 | 153 | 2016 |
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 | 82 | 2017 |
A survey on feature selection methods for mixed data S Solorio-Fernández, JA Carrasco-Ochoa, JF Martínez-Trinidad Artificial Intelligence Review, 1-26, 2022 | 50 | 2022 |
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 | 37 | 2020 |
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 | 23 | 2020 |
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 | 12 | 2010 |
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 | 9 | 2024 |
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 | 9 | 2012 |
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 | 8 | 2018 |
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 | 3 | 2019 |
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 | 1 | 2022 |
Unsupervised Feature Selection Method for Mixed Data S Solorio-Fernández, A Carrasco-Ochoa, LE Erro, SM Tonantzintla Computer Science Department, National Institute of Astrophysics, Optics and …, 2019 | 1 | 2019 |
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 |