A unifying view on dataset shift in classification JG Moreno-Torres, T Raeder, R Alaiz-Rodríguez, NV Chawla, F Herrera Pattern recognition 45 (1), 521-530, 2012 | 1082 | 2012 |
Class distribution estimation based on the Hellinger distance V González-Castro, R Alaiz-Rodríguez, E Alegre Information Sciences 218, 146-164, 2013 | 125 | 2013 |
Q-probabilistic routing in wireless sensor networks R Arroyo-Valles, R Alaiz-Rodriguez, A Guerrero-Curieses, J Cid-Sueiro 2007 3rd International Conference on Intelligent Sensors, Sensor Networks …, 2007 | 96 | 2007 |
Tool wear monitoring using an online, automatic and low cost system based on local texture MT García-Ordás, E Alegre-Gutiérrez, R Alaiz-Rodríguez, ... Mechanical systems and signal processing 112, 98-112, 2018 | 84 | 2018 |
Assessing the impact of changing environments on classifier performance R Alaiz-Rodríguez, N Japkowicz Advances in Artificial Intelligence: 21st Conference of the Canadian Society …, 2008 | 65 | 2008 |
A computer vision approach to analyze and classify tool wear level in milling processes using shape descriptors and machine learning techniques MT García-Ordás, E Alegre, V González-Castro, R Alaiz-Rodríguez The International Journal of Advanced Manufacturing Technology 90, 1947-1961, 2017 | 64 | 2017 |
A review of spam email detection: analysis of spammer strategies and the dataset shift problem F Jáñez-Martino, R Alaiz-Rodríguez, V González-Castro, E Fidalgo, ... Artificial Intelligence Review 56 (2), 1145-1173, 2023 | 54 | 2023 |
A comparative study on feature selection for a risk prediction model for colorectal cancer N Cueto-López, MT García-Ordás, V Dávila-Batista, V Moreno, ... Computer methods and programs in biomedicine 177, 219-229, 2019 | 51 | 2019 |
Class and subclass probability re-estimation to adapt a classifier in the presence of concept drift R Alaíz-Rodríguez, A Guerrero-Curieses, J Cid-Sueiro Neurocomputing 74 (16), 2614-2623, 2011 | 45 | 2011 |
Minimax regret classifier for imprecise class distributions R Alaiz-Rodrıguez, A Guerrero-Curieses, J Cid-Sueiro Journal of Machine Learning Research 8, 103-130, 2007 | 38 | 2007 |
Texture and moments-based classification of the acrosome integrity of boar spermatozoa images E Alegre, V González-Castro, R Alaiz-Rodríguez, MT García-Ordás Computer Methods and Programs in Biomedicine 108 (2), 873-881, 2012 | 34 | 2012 |
Differentiation of perirenal and omental fat quality of suckling lambs according to the rearing system from Fourier transforms mid-infrared spectra using partial least squares … MT Osorio, JM Zumalacárregui, R Alaiz-Rodríguez, R Guzman-Martínez, ... Meat science 83 (1), 140-147, 2009 | 33 | 2009 |
Use of contour signatures and classification methods to optimize the tool life in metal machining. E Alegre, R Alaiz-Rodríguez, J Barreiro, J Ruiz Estonian Journal of Engineering 15 (1), 2009 | 33 | 2009 |
Estimating class proportions in boar semen analysis using the Hellinger distance V González-Castro, R Alaiz-Rodríguez, L Fernández-Robles, ... Trends in Applied Intelligent Systems: 23rd International Conference on …, 2010 | 32 | 2010 |
Feature selection stability assessment based on the jensen-shannon divergence R Guzmán-Martínez, R Alaiz-Rodríguez Joint European conference on machine learning and knowledge discovery in …, 2011 | 28 | 2011 |
Assessment and estimation of face detection performance based on deep learning for forensic applications D Chaves, E Fidalgo, E Alegre, R Alaiz-Rodríguez, F Jáñez-Martino, ... Sensors 20 (16), 4491, 2020 | 27 | 2020 |
Cost-sensitive learning based on Bregman divergences R Santos-Rodríguez, A Guerrero-Curieses, R Alaiz-Rodríguez, ... Machine Learning 76, 271-285, 2009 | 24 | 2009 |
Minimax classifiers based on neural networks R Alaiz-Rodríguez, A Guerrero-Curieses, J Cid-Sueiro Pattern Recognition 38 (1), 29-39, 2005 | 23 | 2005 |
File Name Classification Approach to Identify Child Sexual Abuse. MW Al Nabki, E Fidalgo, E Alegre, R Alaíz-Rodríguez ICPRAM, 228-234, 2020 | 22 | 2020 |
Local estimation of posterior class probabilities to minimize classification errors A Guerrero-Curieses, J Cid-Sueiro, R Alaiz-Rodríguez, ... IEEE Transactions on Neural Networks 15 (2), 309-317, 2004 | 22 | 2004 |