دنبال کردن
Pedro Antonio Gutiérrez
Pedro Antonio Gutiérrez
Full Professor of Computer Science, University of Córdoba (Spain)
ایمیل تأیید شده در uco.es - صفحهٔ اصلی
عنوان
نقل شده توسط
نقل شده توسط
سال
Ordinal regression methods: survey and experimental study‏
PA Gutiérrez, M Pérez-Ortiz, J Sánchez-Monedero, F Fernández-Navarro, ...‏
IEEE Transactions on Knowledge and Data Engineering 28 (1), 127-146, 2016‏
5182016
Object-Based Image Classification of Summer Crops with Machine Learning Methods‏
JM Peña, PA Gutiérrez, C Hervás-Martínez, J Six, RE Plant, ...‏
Remote Sensing 6 (6), 5019-5041, 2014‏
2492014
A semi-supervised system for weed mapping in sunflower crops using unmanned aerial vehicles and a crop row detection method‏
M Pérez-Ortiz, JM Peña, PA Gutiérrez, J Torres-Sánchez, ...‏
Applied Soft Computing 37, 533-544, 2015‏
2382015
Selecting patterns and features for between-and within-crop-row weed mapping using UAV-imagery‏
M Pérez-Ortiz, JM Peña, PA Gutiérrez, J Torres-Sánchez, ...‏
Expert Systems with Applications 47, 85-94, 2016‏
2142016
Sensitivity versus accuracy in multiclass problems using memetic pareto evolutionary neural networks‏
JC Fernández, FJ Martínez-Estudillo, C Hervás, PA Gutiérrez‏
IEEE Transactions on Neural Networks 21 (5), 750-770, 2010‏
1892010
A dynamic over-sampling procedure based on sensitivity for multi-class problems‏
F Fernández-Navarro, C Hervás-Martínez, P Antonio Gutiérrez‏
Pattern Recognition 44 (8), 1821-1833, 2011‏
1782011
A Review of Classification Problems and Algorithms in Renewable Energy Applications‏
M Pérez-Ortiz, S Jiménez-Fernández, PA Gutiérrez, E Alexandre, ...‏
Energies 9 (8), 607, 2016‏
1682016
Metrics to guide a multi-objective evolutionary algorithm for ordinal classification‏
M Cruz-Ramírez, C Hervás-Martínez, J Sánchez-Monedero, PA Gutiérrez‏
Neurocomputing 135, 21-31, 2014‏
1192014
Evolutionary product-unit neural networks classifiers‏
FJ Martínez-Estudillo, C Hervás-Martínez, PA Gutiérrez, ...‏
Neurocomputing 72 (1-3), 548-561, 2008‏
1172008
Monotonic classification: An overview on algorithms, performance measures and data sets‏
JR Cano, PA Gutiérrez, B Krawczyk, M Woźniak, S García‏
Neurocomputing 341, 168-182, 2019‏
1102019
Evolutionary artificial neural networks for accurate solar radiation prediction‏
D Guijo-Rubio, AM Durán-Rosal, PA Gutiérrez, AM Gómez-Orellana, ...‏
Energy 210, 118374, 2020‏
972020
Logistic regression by means of evolutionary radial basis function neural networks‏
PA Gutiérrez, C Hervás-Martínez, FJ Martínez-Estudillo‏
IEEE Transactions on Neural Networks 22 (2), 246-263, 2011‏
942011
MELM-GRBF: A modified version of the extreme learning machine for generalized radial basis function neural networks‏
F Fernández-Navarro, C Hervás-Martínez, J Sanchez-Monedero, ...‏
Neurocomputing 74 (16), 2502-2510, 2011‏
922011
Machine learning methods for binary and multiclass classification of melanoma thickness from dermoscopic images‏
A Sáez, J Sánchez-Monedero, PA Gutiérrez, C Hervás-Martínez‏
IEEE transactions on medical imaging 35 (4), 1036-1045, 2015‏
892015
Machine learning regression and classification methods for fog events prediction‏
C Castillo-Botón, D Casillas-Pérez, C Casanova-Mateo, S Ghimire, ...‏
Atmospheric Research 272, 106157, 2022‏
872022
Oversampling the minority class in the feature space‏
M Pérez-Ortiz, PA Gutiérrez, P Tino, C Hervás-Martínez‏
IEEE transactions on neural networks and learning systems 27 (9), 1947-1961, 2015‏
852015
Significant wave height and energy flux range forecast with machine learning classifiers‏
JC Fernández, S Salcedo-Sanz, PA Gutiérrez, E Alexandre, ...‏
Engineering Applications of Artificial Intelligence 43, 44-53, 2015‏
822015
Multi-task learning for the prediction of wind power ramp events with deep neural networks‏
M Dorado-Moreno, N Navarin, PA Gutiérrez, L Prieto, A Sperduti, ...‏
Neural Networks 123, 401-411, 2020‏
782020
Graph-Based Approaches for Over-sampling in the context of Ordinal Regression‏
M Perez-Ortiz, P Gutierrez, C Hervas Martinez, X Yao‏
IEEE Transactions on Knowledge and Data Engineering 27 (5), 1233-1245, 2015‏
782015
Time-Series Clustering Based on the Characterization of Segment Typologies‏
D Guijo-Rubio, AM Durán-Rosal, PA Gutiérrez, A Troncoso, ...‏
IEEE Transactions on Cybernetics 51 (11), 5409-5422, 2021‏
762021
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20