| Critical comparative analysis, validation and interpretation of SVM and PLS regression models in a QSAR study on HIV-1 protease inhibitors N Hernández, R Kiralj, M Ferreira, I Talavera Chemometrics and Intelligent Laboratory Systems 98 (1), 65-77, 2009 | 52 | 2009 |
| Support vector regression for functional data in multivariate calibration problems N Hernández, I Talavera, RJ Biscay, D Porro, MMC Ferreira Analytica chimica acta 642 (1-2), 110-116, 2009 | 35 | 2009 |
| Relevance vector machines for multivariate calibration purposes N Hernández, I Talavera, A Dago, RJ Biscay, MMC Ferreira, D Porro Journal of Chemometrics 22 (11‐12), 686-694, 2008 | 32 | 2008 |
| On Fisher vector encoding of binary features for video face recognition Y Martínez-Díaz, N Hernández, RJ Biscay, L Chang, H Méndez-Vázquez, ... Journal of Visual Communication and Image Representation 51, 155-161, 2018 | 23 | 2018 |
| A multivariate calibration approach for determination of petroleum hydrocarbons in water by means of IR spectroscopy MD Ruiz, IT Bustamante, A Dago, N Hernández, AC Núñez, D Porro Journal of Chemometrics 24 (7‐8), 444-447, 2010 | 19 | 2010 |
| Support vector regression methods for functional data N Hernández, RJ Biscay, I Talavera Iberoamerican Congress on Pattern Recognition, 564-573, 2007 | 18 | 2007 |
| Dissimilarity representation on functional spectral data for classification D Porro‐Muñoz, I Talavera, RPW Duin, N Hernández, M Orozco‐Alzate Journal of Chemometrics 25 (9), 476-486, 2011 | 11 | 2011 |
| Efficient video face recognition by using Fisher Vector encoding of binary features Y Martínez-Díaz, L Chang, N Hernández, H Méndez-Vázquez, LE Sucar Pattern Recognition (ICPR), 2016 23rd International Conference on, 1436-1441, 2016 | 8 | 2016 |
| A non-Bayesian predictive approach for statistical calibration N Hernández, RJ Biscay, I Talavera Journal of Statistical Computation and Simulation 82 (4), 529-545, 2012 | 8 | 2012 |
| Nuevo sistema automatizado para el análisis de datos químicos y bioquímicos O Nuñez, D Porro, I Talavera, L Bustio, N Hernández, R Larín Memorias de la Convencion de Salud e Informática, 9-13, 2009 | 7 | 2009 |
| Application of chemometric tools for automatic classification and profile extraction of DNA samples in forensic tasks IT Bustamante, FS Mata, NH González, RG Gazapo, J Palau, ... Analytica chimica acta 595 (1-2), 43-50, 2007 | 7 | 2007 |
| Improving faces/non-faces discrimination in video sequences by using a local spatio-temporal representation Y Martínez-Díaz, H Mendez-Vazquez, N Hernández, E Garcia-Reyes Biometrics (ICB), 2013 International Conference on, 1-5, 2013 | 6 | 2013 |
| Performance evaluation of relevance vector machines as a nonlinear regression method in real-world chemical spectroscopic data D Porro, N Hernández, I Talavera, O Nunez, A Dago, RJ Biscay 19th International Conference on Pattern Recognition, ICPR 2008., 1-4, 2008 | 6 | 2008 |
| Retrieving the structure of probabilistic sequences of auditory stimuli from EEG data N Hernández, RMA Neto, A Duarte, G Ost, R Fraiman, A Galves, ... arXiv preprint arXiv:2001.11502, 2020 | 5 | 2020 |
| QUIMIOMETRIX II, una plataforma automatizada para el procesamiento multivariante de datos químicos y bioquímicos. Experiencias de aplicación I Talavera-Bustamante, L Bustio-Martínez, Y Coma-Peña, ... Revista Cubana de Química 25 (3), 257-265, 2013 | 5 | 2013 |
| An approach to automatic target recognition in radar images using SVM N Hernández, JLG Rodríguez, JA Martin, FS Mata, R González, R Álvarez Iberoamerican Congress on Pattern Recognition, 964-973, 2006 | 5 | 2006 |
| A SIMULATION STUDY OF FUNCTIONAL DENSITY-BASED INVERSE REGRESSION N Hernandez, RJ Biscay, N Villa-Vialaneix, I Talavera Investigación Operacional 32 (2), 146-159, 2014 | 4 | 2014 |
| A simulation study of functional density-based inverse regression N Hernández, RJ Biscay, N Villa-Vialaneix, I Talavera Investigación Operacional 32 (2), 146-159, 2011 | 4 | 2011 |
| A functional density-based nonparametric approach for statistical calibration N Hernández, RJ Biscay, N Villa-Vialaneix, I Talavera Iberoamerican Congress on Pattern Recognition, 450-457, 2010 | 4 | 2010 |
| Improvement deoxyribo nucleic acid spots classification in polyacrilamide gel images using photometric normalization algorithms EG Llano, FS Mata, IT Bustamante, NH González, RG Gazapo Analytica Chimica Acta 595 (1-2), 145-151, 2007 | 4 | 2007 |
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