| 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 review of instance selection methods JA Olvera-López, JA Carrasco-Ochoa, JF Martínez-Trinidad, J Kittler Artificial Intelligence Review 34, 133-143, 2010 | 499 | 2010 |
| Study of the impact of resampling methods for contrast pattern based classifiers in imbalanced databases O Loyola-González, JF Martínez-Trinidad, JA Carrasco-Ochoa, ... Neurocomputing 175, 935-947, 2016 | 200 | 2016 |
| 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 |
| Water quality assessment in shrimp culture using an analytical hierarchical process JJ Carbajal-Hernández, LP Sánchez-Fernández, LA Villa-Vargas, ... Ecological indicators 29, 148-158, 2013 | 147 | 2013 |
| Assessment and prediction of air quality using fuzzy logic and autoregressive models JJ Carbajal-Hernández, LP Sánchez-Fernández, JA Carrasco-Ochoa, ... Atmospheric Environment 60, 37-50, 2012 | 139 | 2012 |
| A new fast prototype selection method based on clustering JA Olvera-López, JA Carrasco-Ochoa, JF Martínez-Trinidad Pattern Analysis and Applications 13, 131-141, 2010 | 137 | 2010 |
| Immediate water quality assessment in shrimp culture using fuzzy inference systems JJ Carbajal-Hernández, LP Sánchez-Fernández, JA Carrasco-Ochoa, ... Expert Systems with Applications 39 (12), 10571-10582, 2012 | 97 | 2012 |
| 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 |
| PBC4cip: A new contrast pattern-based classifier for class imbalance problems O Loyola-González, MA Medina-Pérez, JF Martínez-Trinidad, ... Knowledge-Based Systems 115, 100-109, 2017 | 80 | 2017 |
| An empirical study of oversampling and undersampling for instance selection methods on imbalance datasets J Hernandez, JA Carrasco-Ochoa, JF Martínez-Trinidad Iberoamerican Congress on Pattern Recognition, 262-269, 2013 | 79 | 2013 |
| A review of conceptual clustering algorithms A Pérez-Suárez, JF Martínez-Trinidad, JA Carrasco-Ochoa Artificial Intelligence Review 52, 1267-1296, 2019 | 77 | 2019 |
| A new algorithm for fast discovery of maximal sequential patterns in a document collection RA García-Hernández, JF Martínez-Trinidad, JA Carrasco-Ochoa International conference on intelligent text processing and computational …, 2006 | 73 | 2006 |
| A survey of emerging patterns for supervised classification M García-Borroto, JF Martínez-Trinidad, JA Carrasco-Ochoa Artificial Intelligence Review 42, 705-721, 2014 | 67 | 2014 |
| SMOTE-D a deterministic version of SMOTE FR Torres, JA Carrasco-Ochoa, JF Martínez-Trinidad Pattern Recognition: 8th Mexican Conference, MCPR 2016, Guanajuato, Mexico …, 2016 | 64 | 2016 |
| General framework for class-specific feature selection BB Pineda-Bautista, JA Carrasco-Ochoa, JF Martı́nez-Trinidad Expert Systems with Applications 38 (8), 10018-10024, 2011 | 64 | 2011 |
| 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 |
| OClustR: A new graph-based algorithm for overlapping clustering A Pérez-Suárez, JF Martínez-Trinidad, JA Carrasco-Ochoa, ... Neurocomputing 121, 234-247, 2013 | 50 | 2013 |
| LCMine: An efficient algorithm for mining discriminative regularities and its application in supervised classification M García-Borroto, JF Martínez-Trinidad, JA Carrasco-Ochoa, ... Pattern Recognition 43 (9), 3025-3034, 2010 | 50 | 2010 |
| Mining frequent patterns and association rules using similarities AY Rodríguez-González, JF Martínez-Trinidad, JA Carrasco-Ochoa, ... Expert Systems with Applications 40 (17), 6823-6836, 2013 | 46 | 2013 |
Jose Francisco Martinez TrinidadProfessor of Computer Science, National Institute for Astrophysics Optics and Electronics確認したメール アドレス: inaoep.mx
