| Stochastic blind equalization based on pdf fitting using parzen estimator M Lázaro, I Santamaría, D Erdogmus, KE Hild, C Pantaleón, JC Principe IEEE Transactions on Signal Processing 53 (2), 696-704, 2005 | 92 | 2005 |
| Adaptive blind deconvolution of linear channels using Renyi's entropy with Parzen window estimation D Erdogmus, KE Hild, JC Principe, M Lazaro, I Santamaria IEEE Transactions on Signal Processing 52 (6), 1489-1498, 2004 | 79 | 2004 |
| A new EM-based training algorithm for RBF networks M Lázaro, I Santamarıa, C Pantaleón Neural Networks 16 (1), 69-77, 2003 | 71 | 2003 |
| Support vector regression for the simultaneous learning of a multivariate function and its derivatives M Lázaro, I Santamaría, F Pérez-Cruz, A Artés-Rodríguez Neurocomputing 69 (1-3), 42-61, 2005 | 57 | 2005 |
| Class switching according to nearest enemy distance for learning from highly imbalanced data-sets S Gónzalez, S García, M Lázaro, AR Figueiras-Vidal, F Herrera Pattern Recognition 70, 12-24, 2017 | 42 | 2017 |
| Smoothing the canonical piecewise-linear model: an efficient and derivable large-signal model for MESFET/HEMT transistors M Lázaro, I Santamaría, C Pantaleón, AM Sánchez, AT Puente, ... IEEE Transactions on Circuits and Systems I: Fundamental Theory and …, 2001 | 36 | 2001 |
| Modeling MESFETs and HEMTs intermodulation distortion behavior using a generalized radial basis function network JA Garcia, A Tazon Puente, A Mediavilla Sanchez, I Santamaria, ... International Journal of RF and Microwave Computer‐Aided Engineering 9 (3 …, 1999 | 35 | 1999 |
| Modeling nonlinear power amplifiers in OFDM systems from subsampled data: A comparative study using real measurements I Santamaría, J Ibáńez, M Lázaro, C Pantaleón, L Vielva EURASIP Journal on Advances in Signal Processing 2003, 1-10, 2003 | 31 | 2003 |
| Optimal sensor selection in binary heterogeneous sensor networks M Lazaro, M Sanchez-Fernandez, A Artes-Rodriguez IEEE Transactions on Signal Processing 57 (4), 1577-1587, 2009 | 30 | 2009 |
| Neural networks for large-and small-signal modeling of MESFET/HEMT transistors M Lázaro, I Santamaría, C Pantaleón IEEE Transactions on Instrumentation and Measurement 50 (6), 1587-1593, 2001 | 29 | 2001 |
| Target location estimation in sensor networks using range information A Artes-Rodriguez, M Lazaro, L Tong Processing Workshop Proceedings, 2004 Sensor Array and Multichannel Signal …, 2004 | 28 | 2004 |
| Matched pdf-based blind equalization M Lázaro, I Santamaria, C Pantaleón, D Erdogmus, JC Príncipe 2003 IEEE International Conference on Acoustics, Speech, and Signal …, 2003 | 22 | 2003 |
| Blind equalization using the IRWLS formulation of the support vector machine M Lázaro, J González-Olasola Signal Processing 89 (7), 1436-1445, 2009 | 21 | 2009 |
| A nonlinear MESFET model for intermodulation analysis using a generalized radial basis function network I Santamarı́a, M Lázaro, CJ Pantaleón, JA Garcı́a, A Tazón, A Mediavilla Neurocomputing 25 (1-3), 1-18, 1999 | 17 | 1999 |
| Neuronal architecture for waveguide inductive iris bandpass filter optimization A Mediavilla, A Tazón, JA Pereda, M Lázaro, I Santamaria, C Pantaleón Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural …, 2000 | 16 | 2000 |
| Ensembles of cost-diverse Bayesian neural learners for imbalanced binary classification M Lázaro, F Herrera, AR Figueiras-Vidal Information Sciences 520, 31-45, 2020 | 14 | 2020 |
| Training neural network classifiers through Bayes risk minimization applying unidimensional Parzen windows M Lázaro, MH Hayes, AR Figueiras-Vidal Pattern Recognition 77, 204-215, 2018 | 14 | 2018 |
| Blind equalization of multilevel signals using support vector machines M Lázaro, I Santamaría, J Vía, D Erdogmus 2004 12th European Signal Processing Conference, 41-44, 2004 | 14 | 2004 |
| A bayes risk minimization machine for example-dependent cost classification M Lázaro, AR Figueiras-Vidal IEEE transactions on cybernetics 51 (7), 3524-3534, 2019 | 11 | 2019 |
| Support vector machine for the simultaneous approximation of a function and its derivative M Lázaro, I Santamaria, F Pérez-Cruz, A Artes-Rodriguez 2003 IEEE XIII Workshop on Neural Networks for Signal Processing (IEEE Cat …, 2003 | 11 | 2003 |
Ignacio SantamariaProfessor, Electrical Engineering, University of CantabriaVerified email at unican.es
