Adolfo Martínez Usó

According to our database, Adolfo Martínez Usó authored at least 30 papers between 2003 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2019

Item response theory in AI: Analysing machine learning classifiers at the instance level.

Fernando Martínez-Plumed, Ricardo B. C. Prudêncio, Adolfo Martínez Usó, José Hernández-Orallo

Artif. Intell., 2019

2017

Multidimensional Optical Sensing and Imaging System (MOSIS): From Macroscales to Microscales.

Bahram Javidi, Xin Shen, Adam S. Markman, Pedro Latorre Carmona, Adolfo Martínez Usó, José Martínez Sotoca, Filiberto Pla, Manuel Martínez-Corral, Genaro Saavedra, Yi-Pai Huang, Adrian Stern

Proc. IEEE, 2017

2016

Binarised regression tasks: methods and evaluation metrics.

José Hernández-Orallo, César Ferri, Nicolas Lachiche, Adolfo Martínez Usó, M. José Ramírez-Quintana

Data Min. Knowl. Discov., 2016

Reframing in context: A systematic approach for model reuse in machine learning.

José Hernández-Orallo, Adolfo Martínez Usó, Ricardo B. C. Prudêncio, Meelis Kull, Peter A. Flach, Chowdhury Farhan Ahmed, Nicolas Lachiche

AI Commun., 2016

Making Sense of Item Response Theory in Machine Learning.

Fernando Martínez-Plumed, Ricardo B. C. Prudêncio, Adolfo Martínez Usó, José Hernández-Orallo

Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

2015

Multidimensional Prediction Models When the Resolution Context Changes.

Adolfo Martínez Usó, José Hernández-Orallo

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Model Reuse with Bike rental Station data (Preamble).

Meelis Kull, Nicolas Lachiche, Adolfo Martínez Usó

Proceedings of the ECML/PKDD 2015 Discovery Challenges co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2015), 2015

Pentaho + R: An Integral View for Multidimensional Prediction Models.

Adolfo Martínez Usó, José Hernández-Orallo, M. José Ramírez-Quintana, Fernando Martínez-Plumed

Proceedings of the Advances in Artificial Intelligence, 2015

2014

UJIIndoorLoc.

Joaquín Torres-Sospedra, Raúl Montoliu, Adolfo Martínez Usó, Tomar Arnau, Joan P. Avariento

Dataset, September, 2014

Modelling contextual constraints in probabilistic relaxation for multi-class semi-supervised learning.

Adolfo Martínez Usó, Filiberto Pla, José Martínez Sotoca

Knowl. Based Syst., 2014

UJIIndoorLoc: A new multi-building and multi-floor database for WLAN fingerprint-based indoor localization problems.

Joaquín Torres-Sospedra, Raúl Montoliu, Adolfo Martínez Usó, Joan P. Avariento, Tomas J. Arnau, Mauri Benedito-Bordonau, Joaquín Huerta

Proceedings of the 2014 International Conference on Indoor Positioning and Indoor Navigation, 2014

2013

Unsupervised colour image segmentation by low-level perceptual grouping.

Adolfo Martínez Usó, Filiberto Pla, Pedro García-Sevilla

Pattern Anal. Appl., 2013

2011

Evaluation of Unsupervised Segmentation Algorithms for Silhouette Extraction in Human Action Video Sequences.

Adolfo Martínez Usó, G. Salgues, Sergio A. Velastin

Proceedings of the Visual Informatics: Sustaining Research and Innovations, 2011

Semi-Supervised Learning from a Translation Model between Data Distributions.

Henry Anaya-Sánchez, José Martínez Sotoca, Adolfo Martínez Usó

Proceedings of the IJCAI 2011, 2011

Semi-supervised Probabilistic Relaxation for Image Segmentation.

Adolfo Martínez Usó, Filiberto Pla, José Martínez Sotoca, Henry Anaya-Sánchez

Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

Semi-supervised Classification by Probabilistic Relaxation.

Adolfo Martínez Usó, Filiberto Pla, José Martínez Sotoca, Henry Anaya-Sánchez

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2011

2010

A Semi-supervised Gaussian Mixture Model for Image Segmentation.

Adolfo Martínez Usó, Filiberto Pla, José Martínez Sotoca

Proceedings of the 20th International Conference on Pattern Recognition, 2010

2008

Unsupervised Band Selection and Segmentation in Hyper/Multispectral Images.

Adolfo Martínez Usó

PhD thesis, 2008

From Narrow to Broad Band Design and Selection in Hyperspectral Images.

Adolfo Martínez Usó, Filiberto Pla, José Martínez Sotoca, Pedro García-Sevilla

Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008

Unsupervised Image Segmentation based on Texems for Hyperspectral data.

Adolfo Martínez Usó, Filiberto Pla, Pedro García-Sevilla

Proceedings of the 4th European Conference on Colour in Graphics, 2008

2007

Clustering-Based Hyperspectral Band Selection Using Information Measures.

Adolfo Martínez Usó, Filiberto Pla, José Martínez Sotoca, Pedro García-Sevilla

IEEE Trans. Geosci. Remote. Sens., 2007

Comparison of Unsupervised Band Selection Methods for Hyperspectral Imaging.

Adolfo Martínez Usó, Filiberto Pla, José Martínez Sotoca, Pedro García-Sevilla

Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

2006

Unsupervised Image Segmentation Using a Hierarchical Clustering Selection Process.

Adolfo Martínez Usó, Filiberto Pla, Pedro García-Sevilla

Proceedings of the Structural, 2006

Clustering-based multispectral band selection using mutual information.

Adolfo Martínez Usó, Filiberto Pla, José Martínez Sotoca, Pedro García-Sevilla

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Automatic Band Selection in Multispectral Images Using Mutual Information-Based Clustering.

Adolfo Martínez Usó, Filiberto Pla, Pedro García-Sevilla, José Martínez Sotoca

Proceedings of the Progress in Pattern Recognition, 2006

2005

Multispectral Image Segmentation by Energy Minimization for Fruit Quality Estimation.

Adolfo Martínez Usó, Filiberto Pla, Pedro García-Sevilla

Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

Multispectral Image Segmentation for Fruit Quality Estimation.

Adolfo Martínez Usó, Filiberto Pla, Pedro García-Sevilla

Proceedings of the Artificial Intelligence Research and Development, 2005

2004

A Novel Energy Minimization Criterion for Color Image Segmentation.

Adolfo Martínez Usó, Filiberto Pla, Pedro García-Sevilla

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Color Image Segmentation Using Energy Minimization on a Quadtree Representation.

Adolfo Martínez Usó, Filiberto Pla, Pedro García-Sevilla

Proceedings of the Image Analysis and Recognition: International Conference, 2004

2003

A Quadtree-Based Unsupervised Segmentation Algorithm for Fruit Visual Inspection.

Adolfo Martínez Usó

Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003