| Do we need hundreds of classifiers to solve real world classification problems? M Fernández-Delgado, E Cernadas, S Barro, D Amorim The journal of machine learning research 15 (1), 3133-3181, 2014 | 3780 | 2014 |
| An extensive experimental survey of regression methods M Fernández-Delgado, MS Sirsat, E Cernadas, S Alawadi, S Barro, ... Neural Networks 111, 11-34, 2019 | 207 | 2019 |
| Classifying multichannel ECG patterns with an adaptive neural network S Barro, M Fernandez-Delgado, JA Vila-Sobrino, CV Regueiro, ... IEEE Engineering in Medicine and Biology Magazine 17 (1), 45-55, 1998 | 136 | 1998 |
| Time-frequency analysis of heart-rate variability J Vila, F Palacios, J Presedo, M Fernandez-Delgado, P Felix, S Barro IEEE Engineering in Medicine and Biology Magazine 16 (5), 119-126, 1997 | 126 | 1997 |
| A new approach for TU complex characterization JA Vila, Y Gang, JMR Presedo, M Fernández-Delgado, S Barro, M Malik IEEE Transactions on Biomedical Engineering 47 (6), 764-772, 2000 | 113 | 2000 |
| Intelligent telemonitoring of critical-care patients S Barro, J Presedo, D Castro, M Fernandez-Delgado, S Fraga, M Lama, ... IEEE Engineering in medicine and biology magazine 18 (4), 80-88, 1999 | 102 | 1999 |
| Automatic detection and classification of grains of pollen based on shape and texture M Rodriguez-Damian, E Cernadas, A Formella, M Fernandez-Delgado, ... IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2006 | 100 | 2006 |
| Influence of normalization and color space to color texture classification E Cernadas, M Fernandez-Delgado, E González-Rufino, P Carrión Pattern Recognition 61, 120-138, 2017 | 88 | 2017 |
| Classification of agricultural soil parameters in India MS Sirsat, E Cernadas, M Fernández-Delgado, R Khan Computers and electronics in agriculture 135, 269-279, 2017 | 86 | 2017 |
| A comparison of machine learning algorithms for forecasting indoor temperature in smart buildings S Alawadi, D Mera, M Fernández-Delgado, F Alkhabbas, CM Olsson, ... Energy Systems, 1-17, 2020 | 82 | 2020 |
| SUTIL: Intelligent ischemia monitoring system J Vila, J Presedo, M Delgado, S Barro, R Ruiz, F Palacios International Journal of Medical Informatics 47 (3), 193-214, 1997 | 78 | 1997 |
| MART: A multichannel ART-based neural network M Fernández-Delgado, SB Ameneiro IEEE Transactions on Neural Networks 9 (1), 139-150, 1998 | 71 | 1998 |
| Automatic prediction of village-wise soil fertility for several nutrients in India using a wide range of regression methods MS Sirsat, E Cernadas, M Fernández-Delgado, S Barro Computers and electronics in agriculture 154, 120-133, 2018 | 68 | 2018 |
| Exhaustive comparison of colour texture features and classification methods to discriminate cells categories in histological images of fish ovary E González-Rufino, P Carrión, E Cernadas, M Fernández-Delgado, ... Pattern Recognition 46 (9), 2391-2407, 2013 | 67 | 2013 |
| Rapid method for finding faulty elements in antenna arrays using far field pattern samples JA Rodriguez-Gonzalez, F Ares-Pena, M Fernandez-Delgado, R Iglesias, ... IEEE Transactions on Antennas and Propagation 57 (6), 1679-1683, 2009 | 64 | 2009 |
| Direct Kernel Perceptron (DKP): Ultra-fast kernel ELM-based classification with non-iterative closed-form weight calculation M Fernández-Delgado, E Cernadas, S Barro, J Ribeiro, J Neves Neural Networks 50, 60-71, 2014 | 63 | 2014 |
| Non–destructive detection of hollow heart in potatoes using hyperspectral imaging A Dacal-Nieto, A Formella, P Carrión, E Vazquez-Fernandez, ... Computer Analysis of Images and Patterns: 14th International Conference …, 2011 | 53 | 2011 |
| Element failure detection in linear antenna arrays using case-based reasoning R Iglesias, F Ares, M Fernandez-Delgado, JA Rodriguez, J Bregains, ... IEEE Antennas and Propagation Magazine 50 (4), 198-204, 2008 | 52 | 2008 |
| Common scab detection on potatoes using an infrared hyperspectral imaging system A Dacal-Nieto, A Formella, P Carrión, E Vazquez-Fernandez, ... Image Analysis and Processing–ICIAP 2011: 16th International Conference …, 2011 | 46 | 2011 |
| Learning analytics for the prediction of the educational objectives achievement M Fernández-Delgado, M Mucientes, B Vázquez-Barreiros, M Lama 2014 IEEE Frontiers in Education Conference (FIE) Proceedings, 1-4, 2014 | 31 | 2014 |
