Pedro Antonio Gutiérrez

Instituto Maimónides de Investigación Biomédica de Córdoba — Spain

Computer Science · Physical Sciences

33h-index5.0kcitations289works2.42yr avg
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Research Topics

Neural Networks and Applications(63), Face and Expression Recognition(33), Imbalanced Data Classification Techniques(33), Metaheuristic Optimization Algorithms Research(32), Time Series Analysis and Forecasting(30)

Publications289 total

Hybrid Dropout for Deep Ordinal Classification
Lecture notes in computer science·2025
Knee Osteoarthritis Severity Grading Using Soft Labelling and Ordinal Classification
Lecture notes in computer science·2025
Artificial Intelligence-Based Methods and Algorithms in Fog and Atmospheric Low-Visibility Forecasting
Atmosphere·2025· 2 citedOpen Access
Enhancing wind speed prediction in wind farms through ordinal classification
Energy and AI·2025· 2 citedOpen Access
Splitting criteria for ordinal decision trees: An experimental study
Pattern Recognition·2025· 2 citedOpen Access
Towards Resilient Transmission Grids: Enhancing Stochastic Transmission Planning Through Deep Uncertainty Sources Considerations
2025
Identifying key drivers of heatwaves: A novel spatio-temporal framework for extreme event detection
Weather and Climate Extremes·2025· 2 citedOpen Access
TOC-UCO: a comprehensive repository of tabular ordinal classification datasets
arXiv (Cornell University)·2025Open Access
Automatic ordinal classification of olive plantations using deep learning and LiDAR data fusion
2025Open Access
Simultaneous multi-step wind speed prediction on multiple farms using multi-task deep learning
Integrated Computer-Aided Engineering·2025
Wind speed prediction using ordinal classification: an analysis of extreme values
2025Open Access
Gender-Equity Model for Liver Allocation Using Artificial Intelligence (GEMA-AI) for Waiting List Liver Transplant Prioritization
Clinical Gastroenterology and Hepatology·2025· 5 citedOpen Access
Machine Learning Algorithms in Controlled Donation After Circulatory Death Under Normothermic Regional Perfusion: A Graft Survival Prediction Model
Transplantation·2025· 3 citedOpen Access
dlordinal: A Python package for deep ordinal classification
Neurocomputing·2025· 7 citedOpen Access
Splitting criteria for ordinal decision trees: an experimental study
arXiv (Cornell University)·2024· 1 citedOpen Access
Convolutional- and Deep Learning-Based Techniques for Time Series Ordinal Classification
IEEE Transactions on Cybernetics·2024· 7 citedOpen Access
CNN explanation methods for ordinal regression tasks
Neurocomputing·2024· 6 citedOpen Access
Identifying Key Drivers of Heatwaves: A Novel Spatio-Temporal Framework for Extreme Event Detection
arXiv (Cornell University)·2024Open Access
Assessing Air–Sea Surface Turbulent Heat Fluxes from Reanalyses Using Concurrent Shipboard Measurements
Journal of Atmospheric and Oceanic Technology·2024· 2 cited
Autoencoder‐based flow‐analogue probabilistic reconstruction of heat waves from pressure fields
Annals of the New York Academy of Sciences·2024· 4 citedOpen Access
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Frequent Co-authors

César Hervás‐Martínez(43), María Pérez‐Ortiz(11), Sancho Salcedo‐Sanz(11), Francisco Fernández‐Navarro(10), Javier Sánchez‐Monedero(7), José M. Peña(7), Francisca López Granados(7), C. Casanova‐Mateo(5), David Guijo-Rubio(5), Juan Carlos Fernández Fernández(4), Jorge Torres‐Sánchez(3), Francisco José Martínez-Estudillo(3), Manuel Dorado-Moreno(3), Antonio M. Durán-Rosal(3), J. Sanz(3), Víctor Manuel Vargas(3), Enrique Alexandre(2), C. Castillo-Botón(2), David Casillas-Pérez(2), Antonio M. Gómez-Orellana(2)