PhD Beatriz Pérez Sánchez  

LANN-DSVD: A privacy-preserving distributed algorithm for machine learning
European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2018 (Core B)
International

Feature selection for label ranking
26th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN2018)
International

Aprendizaje en grandes volúmenes de datos mediante un nuevo método distribuido y no iterativo para redes de neuronas de una capa
Machine Learning Workshop Galicia 2017
Autonomous

Two-class with oversampling versus one-class classification for microarray datasets. Lecture Notes in Computer Science (vol. 9887)
International Conference on Artificial Neural Networks (ICANN 2016)
International

A fast learning algorithm for high dimensional problems: an application to microarrays
ESANN 2016 - European Symposium on Artificial Neural Networks
International

Distributed learning algorithm for feedforward neural networks
ESANN 2016 - European Symposium on Artificial Neural Networks
International

One-class classification for microarray datasets with feature selection
Engineering Applications of Neural Networks (EANN 2015)
International

Selecting target concept in one-class classification for handling class imbalance problem
IJCNN 2015 - 2015 International Joint Conference on Neural Networks
International

Self-adaptive topology neural network for online incremental learning
6th International Conference on Agents and Artificial Intelligence (ICAART 2014)
International

Adaptive Neural Topology Based on Vapnik-Chervonenkis Dimension
Agents and Artificial Intelligence. Lecture Notes in Artificial Intelligence
International

Estrategia docente de la materia de Sistemas Inteligentes en la titulación de grado en Ingeniería Informática
XIX Jornadas de Enseñanza Universitaria de la Informática (JENUI'13)
National

Cómo orientar las tutorías de grupo reducido en el aprendizaje de materias en enseñanzas técnicas
IX FORO INTERNACIONAL SOBRE LA EVALUACIÓN DE LA CALIDAD DE LA INVESTIGACIÓN Y DE LA EDUCACIÓN SUPERIOR (FECIES). Santiago de Compostela (España), 12-15 de Junio de 2012
National

A distributed learning algorithm based on two-layer artificial neural networks and genetic algorithms
ESANN 2011 - European Simposium on Artificial Neural Networks (Core B)
International

Dealing with very large datasets. An overview of a promising research line: Distributed learning
International Conference on Agents and Artificial Intelligence (ICAART'11)
International

Distributed learning on nonuniform class-probability distributions based on genetic algorithms and artificial neural networks
IEEE Symposium Series on Computational Intelligence, IEEE Workshop on Hybrid Intelligent Models and Applications (HIMA)
International

On the effectiveness of distributed learning on different class-probability distributions of data. Lecture Notes in Artificial Intelligence (vol. 7023)
14a Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2011)
International

An Incremental Learning Method for Neural Networks in Adaptive Environments
2010 IEEE World Congress on Computational Intelligence (IEEE WCCI 2010). 2010 International Joint Conference on Neural Networks (IJCNN 2010)
International

Fault Prognosis of Mechanical Components Using On-Line Learning Neural Networks
International Conference on Artificial Neural Networks (ICANN 2010) - Lecture Notes in Computer Science 6352
International

A Supervised Learning Method for Neural Networks Based on Sensitivity Analysis
10th International Work-Conference on Artificial Neural Networks (IWANN2009)
International

An Incremental Learning Method for Neural Networks Based on Sensitivity Analysis
CAEPIA-TTIA 2009, XIII Conferencia de la Asociación Española para la Inteligencia Artificial
International

A Regularized Learning Method for Neural Networks Based on Sensitivity Analysis.
ESANN 2008, 16th European Symposium on Artificial Neural Network. Advances in Computational Intelligence and Learning.
International

Optimización del proceso de aprendizaje en Redes de Neuronas Artificiales
CAEPIA-TIIA 2007, XII Conferencia de la Asociación Española para la Inteligencia Artificial
International

Classification of computer intrusions using functional networks. A comparative study
ESANN 2007, 15 th. European Symposium on Artificial Neural Networks
International

A neural network model for the prediction of the ESTSP¿2007 competition data
ESTSP 2007, European Symposium on Time Series Prediction
International

A Novel Local Classification Method using Growing Neural Gas and Proximal Support Vector Machines
IJCNN 2007, International Joint Conference on Neural Networks
International

A fast semi-linear backpropagation learning algorithm
International Conference on Artificial Neural Networks ICANN 2007
International

A Linear learning method for multilayer perceptrons using least-squares. Lecture Notes in Computer Science (vol. 4881)
International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2007)
International

An improved version of the wrapper feature selection model based on functional decomposition. Lecture Notes in Computer Science (vol. 4669)
International Conference on Artificial Neural Networks ICANN 2007
International

A new initialization method for neural networks using sensitivity analysis
ICMSM 2006, International Conference on Mathematical and Statistical Modeling in Honor of Enrique Castillo
International