Pedro Antonio Gutirrez
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
70
Venues
11
Active years
2006–2026
Best venue rank
National
Where they publish
Papers
70 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | IWINAC | An Exhaustive Ordinal ECOC Framework for Ordinal Classification. | Francisco Brchez-Moreno, Vctor Manuel Vargas, Alberto Surez, Lorena lvarez-Prez, Pedro Antonio Gutirrez |
| 2025 | IWANN | Hybrid Dropout for Deep Ordinal Classification. | Francisco Brchez-Moreno, Francisco Moreno-Cano, David Guijo-Rubio, Vctor Manuel Vargas, Pedro Antonio Gutirrez, Csar Hervs-Martnez |
| 2025 | IWANN | Knee Osteoarthritis Severity Grading Using Soft Labelling and Ordinal Classification. | Francisco Brchez-Moreno, Vctor Manuel Vargas, Antonio M. Gmez-Orellana, David Guijo-Rubio, Luca Romeo, Edoardo Conti, Pedro Antonio Gutirrez, Csar Hervs-Martnez |
| 2024 | IWINAC | Medium- and Long-Term Wind Speed Prediction Using the Multi-task Learning Paradigm. | Antonio M. Gmez-Orellana, Vctor Manuel Vargas, David Guijo-Rubio, Jorge Prez-Aracil, Pedro Antonio Gutirrez, Sancho Salcedo-Sanz, Csar Hervs-Martnez |
| 2024 | IWINAC | Energy Flux Prediction Using an Ordinal Soft Labelling Strategy. | Antonio M. Gmez-Orellana, Vctor Manuel Vargas, Pedro Antonio Gutirrez, Jorge Prez-Aracil, Sancho Salcedo-Sanz, Csar Hervs-Martnez, David Guijo-Rubio |
| 2023 | IWANN | A Dictionary-Based Approach to Time Series Ordinal Classification. | Rafael Aylln-Gaviln, David Guijo-Rubio, Pedro Antonio Gutirrez, Csar Hervs-Martnez |
| 2023 | IWANN | Evaluating the Performance of Explanation Methods on Ordinal Regression CNN Models. | Javier Barbero-Gmez, Ricardo P. M. Cruz, Jaime S. Cardoso, Pedro Antonio Gutirrez, Csar Hervs-Martnez |
| 2023 | IWANN | Ordinal Classification Approach for Donor-Recipient Matching in Liver Transplantation with Circulatory Death Donors. | Marcos Rivera-Gaviln, Vctor Manuel Vargas, Pedro Antonio Gutirrez, Javier Briceo, Csar Hervs-Martnez, David Guijo-Rubio |
| 2023 | IWANN | Gramian Angular and Markov Transition Fields Applied to Time Series Ordinal Classification. | Vctor Manuel Vargas, Rafael Aylln-Gaviln, Antonio Manuel Durn-Rosal, Pedro Antonio Gutirrez, Csar Hervs-Martnez, David Guijo-Rubio |
| 2022 | IWINAC | Clustering of COVID-19 Time Series Incidence Intensity in Andalusia, Spain. | Miguel Daz-Lozano, David Guijo-Rubio, Pedro Antonio Gutirrez, Csar Hervs-Martnez |
| 2021 | IWANN | Error-Correcting Output Codes in the Framework of Deep Ordinal Classification. | Javier Barbero-Gmez, Pedro Antonio Gutirrez, Csar Hervs-Martnez |
| 2020 | CEC | Statistically-driven Coral Reef metaheuristic for automatic hyperparameter setting and architecture design of Convolutional Neural Networks. | Alejandro Martn, Ral Lara-Cabrera, Vctor Manuel Vargas, Pedro Antonio Gutirrez, Csar Hervs-Martnez, David Camacho |
| 2020 | IJCNN | Time series ordinal classification via shapelets. | David Guijo-Rubio, Pedro Antonio Gutirrez, Anthony J. Bagnall, Csar Hervs-Martnez |
| 2019 | IDEAL | A Hybrid Approach to Time Series Classification with Shapelets. | David Guijo-Rubio, Pedro Antonio Gutirrez, Romain Tavenard, Anthony J. Bagnall |
| 2019 | IDEAL | Modelling Survival by Machine Learning Methods in Liver Transplantation: Application to the UNOS Dataset. | David Guijo-Rubio, Pedro J. Villaln-Vaquero, Pedro Antonio Gutirrez, Mara Dolores Aylln-Tern, Javier Briceo, Csar Hervs-Martnez |
| 2019 | IWINAC | Deep Ordinal Classification Based on the Proportional Odds Model. | Vctor Manuel Vargas, Pedro Antonio Gutirrez, Csar Hervs |
| 2018 | IJCNN | A mixture of experts model for predicting persistent weather patterns. | M. Prez-Ortiz, Pedro Antonio Gutirrez, Peter Tio, Carlos Casanova-Mateo, Sancho Salcedo-Sanz |
| 2018 | IDEAL | Wind Power Ramp Events Ordinal Prediction Using Minimum Complexity Echo State Networks. | Manuel Dorado-Moreno, Pedro Antonio Gutirrez, Sancho Salcedo-Sanz, Luis Prieto, Csar Hervs-Martnez |
| 2018 | IDEAL | Distribution-Based Discretisation and Ordinal Classification Applied to Wave Height Prediction. | David Guijo-Rubio, Antonio Manuel Durn-Rosal, Antonio M. Gmez-Orellana, Pedro Antonio Gutirrez, Csar Hervs-Martnez |
| 2017 | IWANN | Combining Reservoir Computing and Over-Sampling for Ordinal Wind Power Ramp Prediction. | Manuel Dorado-Moreno, Laura Cornejo-Bueno, Pedro Antonio Gutirrez, Luis Prieto, Sancho Salcedo-Sanz, Csar Hervs-Martnez |
| 2017 | IWANN | A Coral Reef Optimization Algorithm for Wave Height Time Series Segmentation Problems. | Antonio Manuel Durn-Rosal, David Guijo-Rubio, Pedro Antonio Gutirrez, Sancho Salcedo-Sanz, Csar Hervs-Martnez |
| 2017 | IWANN | Class Switching Ensembles for Ordinal Regression. | Pedro Antonio Gutirrez, Mara Prez-Ortiz, Alberto Surez |
| 2017 | IWANN | An Iterated Greedy Algorithm for Improving the Generation of Synthetic Patterns in Imbalanced Learning. | Francisco Javier Maestre-Garca, Carlos Garca-Martnez, Mara Prez-Ortiz, Pedro Antonio Gutirrez |
| 2016 | HAIS | Ordinal Evolutionary Artificial Neural Networks for Solving an Imbalanced Liver Transplantation Problem. | Manuel Dorado-Moreno, Mara Prez-Ortiz, Mara Dolores Aylln-Tern, Pedro Antonio Gutirrez, Csar Hervs-Martnez |
| 2016 | HAIS | Fisher Score-Based Feature Selection for Ordinal Classification: A Social Survey on Subjective Well-Being. | Mara Prez-Ortiz, Mercedes Torres-Jimnez, Pedro Antonio Gutirrez, Javier Snchez-Monedero, Csar Hervs-Martnez |
| 2016 | HAIS | Classification of Melanoma Presence and Thickness Based on Computational Image Analysis. | Javier Snchez-Monedero, Aurora Sez, Mara Prez-Ortiz, Pedro Antonio Gutirrez, Csar Hervs-Martnez |
| 2016 | IJCNN | Representing ordinal input variables in the context of ordinal classification. | Pedro Antonio Gutirrez, Mara Prez-Ortiz, Javier Snchez-Monedero, Csar Hervs-Martnez |
| 2016 | IJCNN | Tackling the ordinal and imbalance nature of a melanoma image classification problem. | Mara Prez-Ortiz, Aurora Sez, Javier Snchez-Monedero, Pedro Antonio Gutirrez, Csar Hervs-Martnez |
| 2015 | IWANN | Nonlinear Ordinal Logistic Regression Using Covariates Obtained by Radial Basis Function Neural Networks Models. | Manuel Dorado-Moreno, Pedro Antonio Gutirrez, Javier Snchez-Monedero, Csar Hervs-Martnez |
| 2015 | IWANN | Applying a Hybrid Algorithm to the Segmentation of the Spanish Stock Market Index Time Series. | Antonio Manuel Durn-Rosal, Monica-de la Paz-Marin, Pedro Antonio Gutirrez, Csar Hervs-Martnez |
| 2015 | IWANN | Energy Flux Range Classification by Using a Dynamic Window Autoregressive Model. | Pedro Antonio Gutirrez, Juan Carlos Fernndez, Mara Prez-Ortiz, Laura Cornejo-Bueno, Enrique Alexandre-Cortizo, Sancho Salcedo-Sanz, Csar Hervs-Martnez |
| 2015 | IWANN | An Experimental Comparison for the Identification of Weeds in Sunflower Crops via Unmanned Aerial Vehicles and Object-Based Analysis. | Mara Prez-Ortiz, Pedro Antonio Gutirrez, Jos Manuel Pe-Barragn, Jorge Torres-Snchez, Csar Hervs-Martnez, Francisca Lpez-Granados |
| 2014 | ESANN | Support Vector Ordinal Regression using Privileged Information. | Fengzhen Tang, Peter Tio, Pedro Antonio Gutirrez, Huanhuan Chen |
| 2014 | HAIS | Log-Gamma Distribution Optimisation via Maximum Likelihood for Ordered Probability Estimates. | M. Prez-Ortiz, Pedro Antonio Gutirrez, Csar Hervs-Martnez |
| 2014 | HAIS | Time Series Segmentation of Paleoclimate Tipping Points by an Evolutionary Algorithm. | M. Prez-Ortiz, Pedro Antonio Gutirrez, Javier Snchez-Monedero, Csar Hervs-Martnez, Athanasia Nikolaou, Isabelle Dicaire, Francisco Fernndez-Navarro |
| 2014 | IJCCI | Incorporating Privileged Information to Improve Manifold Ordinal Regression. | Mara Prez-Ortiz, Pedro Antonio Gutirrez, Csar Hervs-Martnez |
| 2014 | IJCCI | Learning Kernel Label Decompositions for Ordinal Classification Problems. | Mara Prez-Ortiz, Pedro Antonio Gutirrez, Csar Hervs-Martnez |
| 2013 | ESANN | Synthetic over-sampling in the empirical feature space. | Mara Prez-Ortiz, Pedro Antonio Gutirrez, Csar Hervs-Martnez |
| 2013 | ESANN | Multi-scale Support Vector Machine Optimization by Kernel Target-Alignment. | Mara Prez-Ortiz, Pedro Antonio Gutirrez, Javier Snchez-Monedero, Csar Hervs-Martnez |
| 2013 | HAIS | Borderline Kernel Based Over-Sampling. | Mara Prez-Ortiz, Pedro Antonio Gutirrez, Csar Hervs-Martnez |
| 2013 | HAIS | Evolutionary Ordinal Extreme Learning Machine. | Javier Snchez-Monedero, Pedro Antonio Gutirrez, Csar Hervs-Martnez |
| 2013 | IWANN | Kernelizing the Proportional Odds Model through the Empirical Kernel Mapping. | Mara Prez-Ortiz, Pedro Antonio Gutirrez, Manuel Cruz-Ramrez, Javier Snchez-Monedero, Csar Hervs-Martnez |
| 2013 | IWANN | An n-Spheres Based Synthetic Data Generator for Supervised Classification. | Javier Snchez-Monedero, Pedro Antonio Gutirrez, Mara Prez-Ortiz, Csar Hervs-Martnez |
| 2013 | IWINAC | Addressing Remitting Behavior Using an Ordinal Classification Approach. | Pilar Campoy-Muoz, Pedro Antonio Gutirrez, Csar Hervs-Martnez |
| 2012 | HAIS | Ordinal Classification Using Hybrid Artificial Neural Networks with Projection and Kernel Basis Functions. | Manuel Dorado-Moreno, Pedro Antonio Gutirrez, Csar Hervs-Martnez |
| 2012 | HAIS | Neural Network Ensembles to Determine Growth Multi-classes in Predictive Microbiology. | Francisco Fernndez-Navarro, Huanhuan Chen, Pedro Antonio Gutirrez, Csar Hervs-Martnez, Xin Yao |
| 2012 | HAIS | An Experimental Study of Different Ordinal Regression Methods and Measures. | Pedro Antonio Gutirrez, M. Prez-Ortiz, Francisco Fernndez-Navarro, Javier Snchez-Monedero, Csar Hervs-Martnez |
| 2012 | IJCNN | An ensemble approach for ordinal threshold models applied to liver transplantation. | M. Prez-Ortiz, Pedro Antonio Gutirrez, Csar Hervs-Martnez, Javier Briceo, Manuel de la Mata |
| 2011 | ISDA | A preliminary study of ordinal metrics to guide a multi-objective evolutionary algorithm. | Manuel Cruz-Ramrez, Csar Hervs-Martnez, Javier Snchez-Monedero, Pedro Antonio Gutirrez |
| 2011 | ISDA | Evaluating nominal and ordinal classifiers for wind speed prediction from synoptic pressure patterns. | Pedro Antonio Gutirrez, Sancho Salcedo-Sanz, Csar Hervs-Martnez, Leopoldo Carro-Calvo, Javier Snchez-Monedero, Luis Prieto |
| 2011 | ISDA | Ordinal classification of depression spatial hot-spots of prevalence. | M. Prez-Ortiz, Pedro Antonio Gutirrez, Carlos R. Garca-Alonso, Luis Salvador-Carulla, Jose Alberto Salinas-Perez, Csar Hervs-Martnez |
| 2011 | ISDA | Numerical variable reconstruction from ordinal categories based on probability distributions. | Javier Snchez-Monedero, Mariano Carbonero-Ruz, David Becerra-Alonso, Francisco J. Martnez-Estudillo, Pedro Antonio Gutirrez, Csar Hervs-Martnez |
| 2011 | IWANN | Memetic Pareto Differential Evolutionary Neural Network for Donor-Recipient Matching in Liver Transplantation. | Manuel Cruz-Ramrez, Csar Hervs-Martnez, Pedro Antonio Gutirrez, Javier Briceo, Manuel de la Mata |
| 2011 | IWANN | Hybrid Artificial Neural Networks: Models, Algorithms and Data. | Pedro Antonio Gutirrez, Csar Hervs-Martnez |
| 2010 | HAIS | Evolutionary | Francisco Fernndez-Navarro, Csar Hervs-Martnez, Pedro Antonio Gutirrez, Manuel Cruz-Ramrez, Mariano Carbonero-Ruz |
| 2010 | ICANN | Evolutionary | Francisco Fernndez-Navarro, Csar Hervs-Martnez, Pedro Antonio Gutirrez, Roberto Ruiz, Jos C. Riquelme |
| 2010 | ISDA | Ensemble determination using the TOPSIS decision support system in multi-objective evolutionary neural network classifiers. | Manuel Cruz-Ramrez, Juan Carlos Fernndez, Javier Snchez-Monedero, Francisco Fernndez-Navarro, Csar Hervs-Martnez, Pedro Antonio Gutirrez, M. Teresa Lamata |
| 2010 | ISDA | On the suitability of Extreme Learning Machine for gene classification using feature selection. | Javier Snchez-Monedero, Manuel Cruz-Ramrez, Francisco Fernndez-Navarro, Juan Carlos Fernndez, Pedro Antonio Gutirrez, Csar Hervs-Martnez |
| 2009 | HAIS | Memetic Pareto Differential Evolution for Designing Artificial Neural Networks in Multiclassification Problems Using Cross-Entropy Versus Sensitivity. | Juan Carlos Fernndez, Csar Hervs, Francisco Jos Martnez, Pedro Antonio Gutirrez, Manuel Cruz |
| 2009 | HAIS | Hybrid Multilogistic Regression by Means of Evolutionary Radial Basis Functions: Application to Precision Agriculture. | Pedro Antonio Gutirrez, Csar Hervs-Martnez, Juan Carlos Fernndez, Francisca Lpez-Granados |
| 2009 | IJCNN | MultiLogistic Regression using Initial and Radial Basis Function covariates. | Pedro Antonio Gutirrez, Csar Hervs-Martnez, Francisco J. Martnez-Estudillo, Juan Carlos Fernndez |
| 2009 | ISDA | Classification by Evolutionary Generalized Radial Basis Functions. | Adiel Castao, Csar Hervs-Martnez, Pedro Antonio Gutirrez, Francisco Fernndez-Navarro, Mara Matilda Garca |
| 2009 | ISDA | A Sensitivity Clustering Method for Memetic Training of Radial Basis Function Neural Networks. | Francisco Fernndez-Navarro, Pedro Antonio Gutirrez, Csar Hervs-Martnez |
| 2009 | ISDA | Hyperbolic Tangent Basis Function Neural Networks Training by Hybrid Evolutionary Programming for Accurate Short-Term Wind Speed Prediction. | Csar Hervs-Martnez, Pedro Antonio Gutirrez, Juan Carlos Fernndez, Sancho Salcedo-Sanz, Antonio Portilla-Figueras, ngel M. Prez-Bellido, Luis Prieto |
| 2009 | IWINAC | A Sensitivity Clustering Method for Hybrid Evolutionary Algorithms. | Francisco Fernndez-Navarro, Pedro Antonio Gutirrez, Csar Hervs-Martnez, Juan Carlos Fernndez |
| 2008 | CEC | Evolutionary learning by a sensitivity-accuracy approach for multi-class problems. | Francisco J. Martnez-Estudillo, Pedro Antonio Gutirrez, Csar Hervs, Juan Carlos Fernndez |
| 2008 | HIS | Memetic Pareto Evolutionary Artificial Neural Networks for the Determination of Growth Limits of Listeria Monocytogenes. | Juan Carlos Fernndez, Pedro Antonio Gutirrez, Csar Hervs, Francisco Jos Martnez |
| 2008 | HIS | Feature Selection for Hybrid Neuro-Logistic Regression Applied to Classification of Remote Sensed Data. | Pedro Antonio Gutirrez, Juan Carlos Fernndez, Csar Hervs, Francisca Lpez-Granados, Montserrat Jurado-Expsito, Jos Manuel Pe-Barragn |
| 2007 | IDEAL | Saw-Tooth Algorithm Guided by the Variance of Best Individual Distributions for Designing Evolutionary Neural Networks. | Pedro Antonio Gutirrez, Csar Hervs, Manuel Lozano |
| 2006 | IJCNN | Classification by means of Evolutionary Product-Unit Neural Networks. | Csar Hervs-Martnez, Francisco J. Martnez-Estudillo, Pedro Antonio Gutirrez |