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 | 1274 | 2012 |
Class distribution estimation based on the Hellinger distance V González-Castro, R Alaiz-Rodríguez, E Alegre Information Sciences 218, 146-164, 2013 | 147 | 2013 |
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 | 101 | 2023 |
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 | 100 | 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 | 93 | 2018 |
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 | 81 | 2017 |
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 | 74 | 2008 |
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 | 57 | 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 | 47 | 2011 |
Minimax regret classifier for imprecise class distributions R Alaiz-Rodríguez, A Guerrero-Curieses, J Cid-Sueiro Journal of Machine Learning Research 8 (4), 103-130, 2007 | 41 | 2007 |
RankSum—An unsupervised extractive text summarization based on rank fusion A Joshi, E Fidalgo, E Alegre, R Alaiz-Rodriguez Expert Systems with Applications 200, 116846, 2022 | 39 | 2022 |
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 | 35 | 2012 |
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), 3-12, 2009 | 35 | 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 | 34 | 2010 |
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 | 34 | 2009 |
Phishing websites detection using a novel multipurpose dataset and web technologies features M Sánchez-Paniagua, E Fidalgo, E Alegre, R Alaiz-Rodríguez Expert Systems with Applications 207, 118010, 2022 | 33 | 2022 |
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 | 33 | 2020 |
Classifying spam emails using agglomerative hierarchical clustering and a topic-based approach F Jáñez-Martino, R Alaiz-Rodríguez, V González-Castro, E Fidalgo, ... Applied Soft Computing 139, 110226, 2023 | 31 | 2023 |
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 | 30 | 2011 |
Machine learning techniques for the detection of inappropriate erotic content in text GM Barrientos, R Alaiz-Rodríguez, V González-Castro, AC Parnell International Journal of Computational Intelligence Systems 13 (1), 591-603, 2020 | 29 | 2020 |