Jos David Martn-Guerrero
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
33
Venues
9
Active years
2001–2020
Best venue rank
A*
Where they publish
Papers
33 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2020 | ESANN | Quantum Machine Learning. | Jos David Martn-Guerrero, Lucas Lamata |
| 2020 | ESANN | Cost-free resolution enhancement in Convolutional Neural Networks for medical image segmentation. | Oscar J. Pellicer-Valero, Mara J. Ruprez-Moreno, Jos David Martn-Guerrero |
| 2019 | IJCNN | Scalable implementation of measuring distances in a Riemannian manifold based on the Fisher Information metric. | Ral V. Casaa Eslava, Jos David Martn-Guerrero, Sandra Ortega-Martorell, Paulo J. G. Lisboa, Ian H. Jarman |
| 2017 | ESANN | Randomized Machine Learning Approaches: Recent Developments and Challenges. | Claudio Gallicchio, Jos David Martn-Guerrero, Alessio Micheli, Emilio Soria-Olivas |
| 2016 | ESANN | Performance assessment of quantum clustering in non-spherical data distributions. | Ral V. Casaa Eslava, Jos David Martn-Guerrero, Ian H. Jarman, Paulo J. G. Lisboa |
| 2016 | ESANN | Physics and Machine Learning: Emerging Paradigms. | Jos David Martn-Guerrero, Paulo J. G. Lisboa, Alfredo Vellido |
| 2016 | ICDM | Machine Learning for Modeling the Biomechanical Behavior of Human Soft Tissue. | Jos David Martn-Guerrero, Mara J. Ruprez-Moreno, Francisco Martnez-Martnez, Delia Lorente-Garrido, Antonio J. Serrano-Lpez, Carlos Monserrat, Sandra Martnez-Sanchis, Marcelino Martnez-Sober |
| 2015 | ICDM | Improving Mortality Prediction in Cardiovascular Risk Patients by Balancing Classes. | Emilio Soria-Olivas, Jos David Martn-Guerrero, Josep Redon, Maria Tellez-Plaza, Joan Vila-Francs |
| 2014 | ESANN | Ensembles of extreme learning machine networks for value prediction. | Pablo Escandell-Montero, Jos Mara Martnez-Martnez, Emilio Soria-Olivas, Joan Vila-Francs, Jos David Martn-Guerrero |
| 2013 | ESANN | Least-squares temporal difference learning based on extreme learning machine. | Pablo Escandell-Montero, Jos Mara Martnez-Martnez, Jos David Martn-Guerrero, Emilio Soria-Olivas, Juan Gmez-Sanchs |
| 2013 | ESANN | ManiSonS: A New Visualization Tool for Manifold Clustering. | Jos Mara Martnez-Martnez, Pablo Escandell-Montero, Jos David Martn-Guerrero, Joan Vila-Francs, Emilio Soria-Olivas |
| 2013 | ESANN | Feature Selection for Footwear Shape Estimation. | Fernando Mateo, Mnica Milln-Giraldo, Juan Jos Carrasco, Enrique Montiel, Jos Antonio Bernabu, Jos David Martn-Guerrero |
| 2012 | ESANN | extended visualization method for classification trees. | Jos Mara Martnez-Martnez, Pablo Escandell-Montero, Emilio Soria-Olivas, Jos David Martn-Guerrero, Juan Gmez-Sanchs, Joan Vila-Francs |
| 2012 | ESANN | Constructing similarity networks using the Fisher information metric. | Hctor Ruiz, Sandra Ortega-Martorell, Ian H. Jarman, Jos David Martn-Guerrero, Paulo J. G. Lisboa |
| 2012 | ESANN | Making machine learning models interpretable. | Alfredo Vellido, Jos David Martn-Guerrero, Paulo J. G. Lisboa |
| 2012 | IJCNN | Towards interpretable classifiers with blind signal separation. | Hctor Ruiz, Ian H. Jarman, Jos David Martn-Guerrero, Sandra Ortega-Martorell, Alfredo Vellido, Enrique Romero, Paulo J. G. Lisboa |
| 2011 | CIDM | Adaptive treatment of anemia on hemodialysis patients: A reinforcement learning approach. | Pablo Escandell-Montero, Jos Mara Martnez-Martnez, Jos David Martn-Guerrero, Emilio Soria-Olivas, Joan Vila-Francs, Jos Rafael Magdalena Benedicto |
| 2011 | CIDM | Clustering categorical data: A stability analysis framework. | Ian H. Jarman, Terence A. Etchells, Paulo J. G. Lisboa, C. M. Beynon, Jos David Martn-Guerrero |
| 2011 | CIDM | Sectors on sectors (SonS): A new hierarchical clustering visualization tool. | Jos Mara Martnez-Martnez, Pablo Escandell-Montero, Emilio Soria-Olivas, Jos David Martn-Guerrero, Marcelino Martnez-Sober, Juan Gmez-Sanchs |
| 2011 | ESANN | Analysis of a Reinforcement Learning algorithm using Self-Organizing Maps. | Vicente Buendia-Ramon, Emilio Soria-Olivas, Jos David Martn-Guerrero, Pablo Escandell-Montero, Jos M. Martnez-Villena |
| 2011 | ESANN | Growing Hierarchical Sectors on Sectors. | Jos M. Martnez-Villena, Pablo Escandell-Montero, Emilio Soria-Olivas, Jos David Martn-Guerrero, Juan Gmez, Joan Vila-Francs |
| 2011 | ESANN | The role of Fisher information in primary data space for neighbourhood mapping. | Hctor Ruiz, Ian H. Jarman, Jos David Martn-Guerrero, Paulo J. G. Lisboa |
| 2011 | ESANN | Seeing is believing: The importance of visualization in real-world machine learning applications. | Alfredo Vellido, Jos David Martn-Guerrero, Fabrice Rossi, Paulo J. G. Lisboa |
| 2010 | ESANN | Computational Intelligence in biomedicine: Some contributions. | Paulo J. G. Lisboa, Alfredo Vellido, Jos David Martn-Guerrero |
| 2010 | ESANN | Neural models for the analysis of kidney disease patients. | Emilio Soria-Olivas, Jos David Martn-Guerrero, Mnica Climente-Mart, Amparo Soldevila, Antonio J. Serrano |
| 2010 | IJCNN | Feature selection using ROC curves on classification problems. | Antonio J. Serrano, Emilio Soria-Olivas, Jos David Martn-Guerrero, Rafael Magdalena, Juan Gmez |
| 2009 | IJCNN | Survival prediction in patients undergoing ischemic cardiopathy. | Emilio Soria-Olivas, Jos David Martn-Guerrero, Juan Caravaca, Antonio J. Serrano, Marcelino Martnez-Sober, Rafael Magdalena, Juan Gmez, Magdalena Heras, Gines Sanz |
| 2003 | IBPRIA | Support Vector Machines for Crop Classification Using Hyperspectral Data. | Gustavo Camps-Valls, Luis Gmez-Chova, Javier Calpe-Maravilla, Emilio Soria-Olivas, Jos David Martn-Guerrero, Jos F. Moreno |
| 2003 | ICIP | CART-based feature selection of hyperspectral images for crop cover classification. | Luis Gmez-Chova, Javier Calpe-Maravilla, Emilio Soria-Olivas, Gustavo Camps-Valls, Jos David Martn-Guerrero, Jos F. Moreno |
| 2003 | IGARSS | Feature selection of hyperspectral data through local correlation and SFFS for crop classification. | Luis Gmez-Chova, Javier Calpe, Gustau Camps-Valls, Jos David Martn-Guerrero, Emilio Soria-Olivas, Joan Vila-Francs, Luis Alonso-Chorda, Jos Moreno |
| 2003 | IGARSS | Semi-supervised classification method for hyperspectral remote sensing images. | Luis Gmez-Chova, Javier Calpe, Gustau Camps-Valls, Jos David Martn-Guerrero, Emilio Soria-Olivas, Joan Vila-Francs, Luis Alonso-Chorda, Jos Moreno |
| 2001 | ICANN | Neural Networks Ensemble for Cyclosporine Concentration Monitoring. | Gustavo Camps-Valls, Emilio Soria-Olivas, Jos David Martn-Guerrero, Antonio J. Serrano-Lpez, Juan Jos Prez-Ruixo, N. Vctor Jimnez |
| 2001 | IWANN | Some Examples for Solving Clinical Problems Using Neural Networks. | Antonio J. Serrano-Lpez, Emilio Soria-Olivas, Gustavo Camps-Valls, Jos David Martn-Guerrero, N. Vctor Jimnez |