All Publications

Mostrar todo

2016

Borchani, Hanen; Larrañaga, Pedro; Gama, J; Bielza, Concha

Mining multi-dimensional concept-drifting data streams using Bayesian network classifiers Artículo de revista

En: Intelligent Data Analysis, vol. 20, 2016.

Enlaces | BibTeX | Etiquetas: CASI CAM CM, CIG UPM, Journal

2015

Mihaljević, Bojan; Benavides-Piccione, Ruth; Guerra, Luis; DeFelipe, Javier; Larrañaga, Pedro; Bielza, Concha

Classifying GABAergic interneurons with semi-supervised projected model-based clustering. Artículo de revista

En: Artificial intelligence in medicine, vol. 65, no. 1, pp. 49–59, 2015, ISSN: 1873-2860.

Resumen | Enlaces | BibTeX | Etiquetas: Automatic neuron classification, CASI CAM CM, Cerebral cortex, CIG UPM, Gaussian mixture models, Journal, Semi-supervised projected clustering

Borchani, Hanen; Varando, Gherardo; Bielza, Concha; Larrañaga, Pedro

A survey on multi-output regression Artículo de revista

En: Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, vol. 5, no. 5, pp. 216–233, 2015, ISSN: 19424787.

Resumen | Enlaces | BibTeX | Etiquetas: algorithm adaptation methods, CASI CAM CM, CIG UPM, Journal, Multi-output regression, multi-target regression, performance evaluation measure, problem transformation methods

Varando, Gherardo; Bielza, Concha; Larrañaga, Pedro

Decision functions for chain classifiers based on Bayesian networks for multi-label classification Artículo de revista

En: International Journal of Approximate Reasoning, 2015, ISSN: 0888613X.

Resumen | Enlaces | BibTeX | Etiquetas: CASI CAM CM, CIG UPM, Journal

Varando, Gherardo; López-Cruz, Pedro L; Nielsen, Thomas D; Larrañaga, Pedro; Bielza, Concha

Conditional Density Approximations with Mixtures of Polynomials Artículo de revista

En: International Journal of Intelligent Systems, vol. 30, no. 3, pp. 236–264, 2015, ISSN: 08848173.

Resumen | Enlaces | BibTeX | Etiquetas: CASI CAM CM, CIG UPM, Journal

Varando, Gherardo; Bielza, Concha; Larrañaga, Pedro

Decision boundary for discrete Bayesian network classifiers Artículo de revista

En: Journal of Machine Learning Research, 2015.

Resumen | Enlaces | BibTeX | Etiquetas: Bayesian networks, CASI CAM CM, CIG UPM, decision boundary, Journal, Lagrange basis, polynomial, supervised classi cation, threshold function