Csar Hervs-Martnez
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
81
Venues
14
Active years
1992–2025
Best venue rank
A*
Where they publish
Papers
81 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 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 | AAAI | Exploiting Synthetically Generated Data with Semi-Supervised Learning for Small and Imbalanced Datasets. | Mara Prez-Ortiz, Peter Tio, Rafal Mantiuk, Csar Hervs-Martnez |
| 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 |
| 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 | Fine-to-Coarse Ranking in Ordinal and Imbalanced Domains: An Application to Liver Transplantation. | Mara Prez-Ortiz, Kelwin Fernandes, Ricardo P. M. Cruz, Jaime S. Cardoso, Javier Briceo, Csar Hervs-Martnez |
| 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 | Time Series Representation by a Novel Hybrid Segmentation Algorithm. | Antonio Manuel Durn-Rosal, Pedro Antonio Gutirrez Pea, Francisco Jos Martnez-Estudillo, 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 | HAIS | Time Series Segmentation and Statistical Characterisation of the Spanish Stock Market Ibex-35 Index. | Manuel Cruz-Ramrez, Monica-de la Paz-Marin, M. Prez-Ortiz, Csar Hervs-Martnez |
| 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 | Can Machine Learning Techniques Help to Improve the Common Fisheries Policy? | Mara Prez-Ortiz, Rosa Colmenarejo, Juan Carlos Fernndez Caballero, 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 | HAIS | Hybrid Multi-objective Machine Learning Classification in Liver Transplantation. | M. Prez-Ortiz, Manuel Cruz-Ramrez, Juan Carlos Fernndez Caballero, 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 | GECCO | Memetic evolutionary multi-objective neural network classifier to predict graft survival in liver transplant patients. | Manuel Cruz-Ramrez, Juan Carlos Fernndez Caballero, Francisco Fernndez-Navarro, Javier Briceo, Manuel de la Mata, Csar Hervs-Martnez |
| 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 |
| 2011 | IWINAC | Improving the Accuracy of a Two-Stage Algorithm in Evolutionary Product Unit Neural Networks for Classification by Means of Feature Selection. | Antonio J. Talln-Ballesteros, Csar Hervs-Martnez, Jos C. Riquelme, Roberto Ruiz |
| 2010 | HAIS | Evolutionary | Francisco Fernndez-Navarro, Csar Hervs-Martnez, Pedro Antonio Gutirrez, Manuel Cruz-Ramrez, Mariano Carbonero-Ruz |
| 2010 | HAIS | Evolutionary Learning Using a Sensitivity-Accuracy Approach for Classification. | Javier Snchez-Monedero, Csar Hervs-Martnez, Francisco J. Martnez-Estudillo, Mariano Carbonero-Ruz, M. C. Ramrez Moreno, Manuel Cruz-Ramrez |
| 2010 | ICANN | Evolutionary | Francisco Fernndez-Navarro, Csar Hervs-Martnez, Pedro Antonio Gutirrez, Roberto Ruiz, Jos C. Riquelme |
| 2010 | IJCNN | Learning Artificial Neural Networks multiclassifiers by evolutionary multiobjective differential evolution guided by statistical distributions. | Manuel Cruz-Ramrez, Csar Hervs-Martnez, Juan Carlos Fernndez, Javier Snchez-Monedero |
| 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 | 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 | Design of Artificial Neural Networks Using a Memetic Pareto Evolutionary Algorithm Using as Objectives Entropy versus Variation Coefficient. | Juan Carlos Fernndez, Csar Hervs-Martnez, Francisco Jos Martnez, Manuel Cruz |
| 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 |
| 2007 | IWANN | Hybrid Evolutionary Algorithm with Product-Unit Neural Networks for Classification. | Francisco J. Martnez-Estudillo, Csar Hervs-Martnez, Alfonso C. Martnez-Estudillo, Pedro Antonio Gutirrez Pea |
| 2006 | IJCNN | Classification by means of Evolutionary Product-Unit Neural Networks. | Csar Hervs-Martnez, Francisco J. Martnez-Estudillo, Pedro Antonio Gutirrez |
| 2006 | IDEAL | Evolutionary Product-Unit Neural Networks for Classification. | Francisco J. Martnez-Estudillo, Csar Hervs-Martnez, Pedro Antonio Gutirrez Pea, Alfonso C. Martnez-Estudillo, Sebastin Ventura |
| 2005 | CEC | Crossover effect over penalty methods in function optimization with constraints. | Domingo Ortiz-Boyer, Rafael del Castillo Gomariz, Nicols Garca-Pedrajas, Csar Hervs-Martnez |
| 2005 | IWANN | Cascade Ensembles. | Nicols Garca-Pedrajas, Domingo Ortiz-Boyer, Rafael del Castillo Gomariz, Csar Hervs-Martnez |
| 2005 | IWANN | Memetic Algorithms to Product-Unit Neural Networks for Regression. | Francisco J. Martnez-Estudillo, Csar Hervs-Martnez, Alfonso C. Martnez-Estudillo, Domingo Ortiz-Boyer |
| 2003 | IWANN | Node Level Crossover Applied to Neural Network Evolution. | Eloy Sanz-Tapia, Nicols Garca-Pedrajas, Domingo Ortiz-Boyer, Csar Hervs-Martnez |
| 2002 | PPSN | Theoretical Analysis of the Confidence Interval Based Crossover for Real-Coded Genetic Algorithms. | Csar Hervs-Martnez, Domingo Ortiz-Boyer, Nicols Garca-Pedrajas |
| 2002 | PPSN | Crossover Operator Effect in Function Optimization with Constraints. | Domingo Ortiz-Boyer, Csar Hervs-Martnez, Nicols Garca-Pedrajas |
| 2001 | ESANN | A two steps method: non linear regression and pruning neural network for analyzing multicomponent mixtures. | Csar Hervs-Martnez, Jos Antonio Martinez Heras, Sebastin Ventura, Manuel Silva |
| 2001 | ESANN | Genetic algorithms with crossover based on confidence interval as an alternative to traditional nonlinear regression methods. | Domingo Ortiz-Boyer, Csar Hervs-Martnez, Jos Muoz-Prez |
| 2001 | IWANN | Introducing Multi-objective Optimization in Cooperative Coevolution of Neural Networks. | Nicols Garca-Pedrajas, Eloy Sanz-Tapia, Domingo Ortiz-Boyer, Csar Hervs-Martnez |
| 1992 | IPMU | Comparison Between Artificial Neural Networks and Classical Statsitical Methods in Pattern Recognition. | Csar Hervs-Martnez, E. J. Romero Soto, Nicols Garca-Pedrajas, Rafael Medina Carnicer |