Adolfo Martínez Usó

Publication Activity (10 Years)

Years Active: 2003-2019
Publications (10 Years): 5

Top Topics

Item Response Theory

Perceptual Grouping

Colour Image Segmentation

Probabilistic Relaxation

Top Venues

Publications

Fernando Martínez-Plumed, Ricardo B. C. Prudêncio, Adolfo Martínez Usó, José Hernández-Orallo
Item response theory in AI: Analysing machine learning classifiers at the instance level. Artif. Intell. 271 (2019)
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
Multidimensional Optical Sensing and Imaging System (MOSIS): From Macroscales to Microscales. Proc. IEEE 105 (5) (2017)
José Hernández-Orallo, Adolfo Martínez Usó, Ricardo B. C. Prudêncio, Meelis Kull, Peter A. Flach, Chowdhury Farhan Ahmed, Nicolas Lachiche
Reframing in context: A systematic approach for model reuse in machine learning. AI Commun. 29 (5) (2016)
Fernando Martínez-Plumed, Ricardo B. C. Prudêncio, Adolfo Martínez Usó, José Hernández-Orallo
Making Sense of Item Response Theory in Machine Learning. ECAI (2016)
José Hernández-Orallo, César Ferri, Nicolas Lachiche, Adolfo Martínez Usó, M. José Ramírez-Quintana
Binarised regression tasks: methods and evaluation metrics. Data Min. Knowl. Discov. 30 (4) (2016)
Meelis Kull, Nicolas Lachiche, Adolfo Martínez Usó
Model Reuse with Bike rental Station data (Preamble). DC@PKDD/ECML (2015)
Adolfo Martínez Usó, José Hernández-Orallo, M. José Ramírez-Quintana, Fernando Martínez-Plumed
Pentaho + R: An Integral View for Multidimensional Prediction Models. CAEPIA (2015)
Adolfo Martínez Usó, José Hernández-Orallo
Multidimensional Prediction Models When the Resolution Context Changes. ECML/PKDD (2) (2015)
Adolfo Martínez Usó, Filiberto Pla, José Martínez Sotoca
Modelling contextual constraints in probabilistic relaxation for multi-class semi-supervised learning. Knowl. Based Syst. 66 (2014)
Joaquín Torres-Sospedra, Raúl Montoliu, Adolfo Martínez Usó, Joan P. Avariento, Tomas J. Arnau, Mauri Benedito-Bordonau, Joaquín Huerta
UJIIndoorLoc: A new multi-building and multi-floor database for WLAN fingerprint-based indoor localization problems. IPIN (2014)
Adolfo Martínez Usó, Filiberto Pla, Pedro García-Sevilla
Unsupervised colour image segmentation by low-level perceptual grouping. Pattern Anal. Appl. 16 (4) (2013)
Adolfo Martínez Usó, Filiberto Pla, José Martínez Sotoca, Henry Anaya-Sánchez
Semi-supervised Classification by Probabilistic Relaxation. CIARP (2011)
Adolfo Martínez Usó, Filiberto Pla, José Martínez Sotoca, Henry Anaya-Sánchez
Semi-supervised Probabilistic Relaxation for Image Segmentation. IbPRIA (2011)
Henry Anaya-Sánchez, José Martínez Sotoca, Adolfo Martínez Usó
Semi-Supervised Learning from a Translation Model between Data Distributions. IJCAI (2011)
Adolfo Martínez Usó, G. Salgues, Sergio A. Velastin
Evaluation of Unsupervised Segmentation Algorithms for Silhouette Extraction in Human Action Video Sequences. IVIC (1) (2011)
Adolfo Martínez Usó, Filiberto Pla, José Martínez Sotoca
A Semi-supervised Gaussian Mixture Model for Image Segmentation. ICPR (2010)
Adolfo Martínez Usó, Filiberto Pla, Pedro García-Sevilla
Unsupervised Image Segmentation based on Texems for Hyperspectral data. CGIV/MCS (2008)
Adolfo Martínez Usó, Filiberto Pla, José Martínez Sotoca, Pedro García-Sevilla
From Narrow to Broad Band Design and Selection in Hyperspectral Images. ICIAR (2008)
Adolfo Martínez Usó, Filiberto Pla, José Martínez Sotoca, Pedro García-Sevilla
Comparison of Unsupervised Band Selection Methods for Hyperspectral Imaging. IbPRIA (1) (2007)
Adolfo Martínez Usó, Filiberto Pla, José Martínez Sotoca, Pedro García-Sevilla
Clustering-Based Hyperspectral Band Selection Using Information Measures. IEEE Trans. Geosci. Remote. Sens. 45 (12-2) (2007)
Adolfo Martínez Usó, Filiberto Pla, Pedro García-Sevilla
Unsupervised Image Segmentation Using a Hierarchical Clustering Selection Process. SSPR/SPR (2006)
Adolfo Martínez Usó, Filiberto Pla, José Martínez Sotoca, Pedro García-Sevilla
Clustering-based multispectral band selection using mutual information. ICPR (2) (2006)
Adolfo Martínez Usó, Filiberto Pla, Pedro García-Sevilla, José Martínez Sotoca
Automatic Band Selection in Multispectral Images Using Mutual Information-Based Clustering. CIARP (2006)
Adolfo Martínez Usó, Filiberto Pla, Pedro García-Sevilla
Multispectral Image Segmentation for Fruit Quality Estimation. CCIA (2005)
Adolfo Martínez Usó, Filiberto Pla, Pedro García-Sevilla
Multispectral Image Segmentation by Energy Minimization for Fruit Quality Estimation. IbPRIA (2) (2005)
Adolfo Martínez Usó, Filiberto Pla, Pedro García-Sevilla
A Novel Energy Minimization Criterion for Color Image Segmentation. ICPR (3) (2004)
Adolfo Martínez Usó, Filiberto Pla, Pedro García-Sevilla
Color Image Segmentation Using Energy Minimization on a Quadtree Representation. ICIAR (1) (2004)
Adolfo Martínez Usó
A Quadtree-Based Unsupervised Segmentation Algorithm for Fruit Visual Inspection. IbPRIA (2003)