List of works - Oscar Fontenla-Romero

A global optimum approach for one-layer neural networks

scientific article published in June 2002

A measure of fault tolerance for functional networks

scientific article published in December 2004

A minimum volume covering approach with a set of ellipsoids

scientific article published in December 2013

A new convex objective function for the supervised learning of single-layer neural networks

scientific article published in May 2010

A new method for sleep apnea classification using wavelets and feedforward neural networks

scientific article published in May 2005

A robust incremental learning method for non-stationary environments

scientific article published in May 2011

A study of performance on microarray data sets for a classifier based on information theoretic learning

scientific article published on 12 June 2011

Adaptive pattern recognition in the analysis of cardiotocographic records

scientific article published in September 2001

An intelligent system for forest fire risk prediction and fire fighting management in Galicia

Automatic bearing fault diagnosis based on one-class ν-SVM

scientific article published in January 2013

Conversion methods for symbolic features: A comparison applied to an intrusion detection problem

scientific article published in September 2009

Efficiency of local models ensembles for time series prediction

scientific article published in June 2011

Fault detection via recurrence time statistics and one-class classification

scientific article published in December 2016

FedHEONN: Federated and homomorphically encrypted learning method for one-layer neural networks

scientific article published in 2023

Intelligent analysis and pattern recognition in cardiotocographic signals using a tightly coupled hybrid system

scientific article published in March 2002

LANN-SVD: A Non-Iterative SVD-Based Learning Algorithm for One-Layer Neural Networks.

scientific article published in September 2017

Linear-Least-Squares Initialization of Multilayer Perceptrons Through Backpropagation of the Desired Response

scientific article published in March 2005

Nonlinear single layer neural network training algorithm for incremental, nonstationary and distributed learning scenarios

scientific article published in December 2012

RUL Prediction of Lithium-ion Batteries using a Federated and Homomorphically Encrypted Learning Method

scientific article published on 21 May 2024

List of works by Oscar Fontenla-Romero