67 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Universidad de SevillaES13 papers
- Centre National de la Recherche ScientifiqueFR6 papers
- University of TrentoIT5 papers
- Aristotle University of ThessalonikiGR4 papers
- CEA Paris-SaclayFR3 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR3 papers
- ETH ZurichCH3 papers
- European Space Astronomy CentreES3 papers
- European Space Operations CentreDE3 papers
- European Space Research and Technology CentreNL3 papers
- Fondazione Bruno KesslerIT3 papers
- Goddard Space Flight CenterUS3 papers
4 papers · 1 filter
Splitting criteria for ordinal decision trees: an experimental study
Rafael Ayllón-Gavilán, Francisco José Martínez-Estudillo, David Guijo-Rubio +2
Ordinal Classification (OC) addresses those classification tasks where the labels exhibit a natural order. Unlike nominal classification, which treats all classes as mutually exclu…
Trainable and Explainable Simplicial Map Neural Networks
Eduardo Paluzo-Hidalgo, Miguel A. Gutiérrez-Naranjo, Rocio Gonzalez-Diaz
Simplicial map neural networks (SMNNs) are topology-based neural networks with interesting properties such as universal approximation ability and robustness to adversarial examples…
Global convergence of Negative Correlation Extreme Learning Machine
Carlos Perales-González
Ensemble approaches introduced in the Extreme Learning Machine (ELM) literature mainly come from methods that relies on data sampling procedures, under the assumption that the trai…
Time series clustering based on the characterisation of segment typologies
David Guijo-Rubio, Antonio Manuel Durán-Rosal, Pedro Antonio Gutiérrez +2
Time series clustering is the process of grouping time series with respect to their similarity or characteristics. Previous approaches usually combine a specific distance measure f…