Publications

Show all

2020

Díez-Pastor, José Francisco; Latorre-Carmona, Pedro; Arnaiz-González, Álvar; Ruiz-Pérez, Javier; Zurro, Débora

“You Are Not My Type”: An Evaluation of Classification Methods for Automatic Phytolith Identification Journal Article

In: Microscopy and Microanalysis, 2020, ISSN: 1431-9276.

Abstract | Links | BibTeX | Tags: Feature extraction, Machine learning, Microfossils, Morphometry, Proxy

Bustillo, Andrés; Reis, Roberto; Machado, Alisson R; Pimenov, Danil Yurievich

Improving the accuracy of machine-learning models with data from machine test repetitions Journal Article

In: Journal of Intelligent Manufacturing, 2020, ISSN: 0956-5515.

Abstract | Links | BibTeX | Tags: Artificial intelligence, Brandsma facing tests, Ensembles, Machine learning, Tool geometry, Turning

2018

Gunn, Iain A D; Arnaiz-González, Álvar; Kuncheva, Ludmila I

A taxonomic look at instance-based stream classifiers Journal Article

In: Neurocomputing, 286 , pp. 167-178, 2018, ISSN: 0925-2312.

Abstract | Links | BibTeX | Tags: Concept drift, Instance selection, Machine learning, Prototype generation, Stream classification

Güemes-Peña, Diego; López-Nozal, Carlos; Marticorena-Sánchez, Raúl; Maudes-Raedo, Jesús

Emerging topics in mining software repositories Journal Article

In: Progress in Artificial Intelligence, pp. 1-11, 2018, ISSN: 2192-6360.

Abstract | Links | BibTeX | Tags: Data Mining, Machine learning, Software engineering, Software process, Software repository