Daniel Rivero

Affiliations:
  • University of A Coruña, Faculty of Computer Science, CITIC, Spain


According to our database1, Daniel Rivero authored at least 49 papers between 2002 and 2021.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2021
Ensemble of Convolution Neural Networks on Heterogeneous Signals for Sleep Stage Scoring.
CoRR, 2021

UAV Swarm Path Planning with Reinforcement Learning for Field prospecting.
CoRR, 2021

2020
Convolutional neural networks for sleep stage scoring on a two-channel EEG signal.
Soft Comput., 2020

A Public Domain Dataset for Real-Life Human Activity Recognition Using Smartphone Sensors.
Sensors, 2020

Correction: Garcia-Gonzalez, D.; Rivero, D.; Fernandez-Blanco, E.; Luaces, M.R. A Public Domain Dataset for Real-Life Human Activity Recognition Using Smartphone Sensors. Sensors 2020, 20, 2200.
Sensors, 2020

Population subset selection for the use of a validation dataset for overfitting control in genetic programming.
J. Exp. Theor. Artif. Intell., 2020

EEG signal processing with separable convolutional neural network for automatic scoring of sleeping stage.
Neurocomputing, 2020

2019
A New Deterministic Technique for Symbolic Regression.
CoRR, 2019

Classical Music Prediction and Composition by means of Variational Autoencoders.
CoRR, 2019

A Hybrid Evolutionary System for Automated Artificial Neural Networks Generation and Simplification in Biomedical Applications.
CoRR, 2019

2018
Determination of egg storage time at room temperature using a low-cost NIR spectrometer and machine learning techniques.
Comput. Electron. Agric., 2018

2016
Early warning in egg production curves from commercial hens: A SVM approach.
Comput. Electron. Agric., 2016

2015
Classification of Two-channel Signals by Means of Genetic Programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

2013
Classification of signals by means of Genetic Programming.
Soft Comput., 2013

Using genetic algorithms for automatic recurrent ANN development: an application to EEG signal classification.
Int. J. Data Min. Model. Manag., 2013

A Texture-based Classification Method for Proteins in Two-Dimensional Electrophoresis Gel Images - A Feature Selection Method using Support Vector Machines and Genetic Algorithms.
Proceedings of the VISAPP 2013, 2013

Clustering of Gene Expression Profiles Applied to Marine Research.
Proceedings of the Advances in Computational Intelligence, 2013

2012
Using genetic algorithms and k-nearest neighbour for automatic frequency band selection for signal classification.
IET Signal Process., 2012

Approach of Genetic Algorithms with Grouping into Species Optimized with Predator-Prey Method for Solving Multimodal Problems.
Proceedings of the Distributed Computing and Artificial Intelligence, 2012

Introduction to Informatics for Future Documentalists in the European Higher Education Area.
Proceedings of the CSEDU 2012, 2012

2011
Automatic feature extraction using genetic programming: An application to epileptic EEG classification.
Expert Syst. Appl., 2011

Genetic Programming for Prediction of Water Flow and Transport of Solids in a Basin.
Proceedings of the New Challenges on Bioinspired Applications, 2011

Using recurrent ANNs for the detection of epileptic seizures in EEG signals.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

A new signal classification technique by means of Genetic Algorithms and kNN.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010
Generation and simplification of Artificial Neural Networks by means of Genetic Programming.
Neurocomputing, 2010

Two-population Genetic Algorithm - An Approach to Improve the Population Diversity.
Proceedings of the ICAART 2010 - Proceedings of the International Conference on Agents and Artificial Intelligence, Volume 1, 2010

Basics of Web Application Design - An Example-based Learning Approach.
Proceedings of the CSEDU 2010 - Proceedings of the Second International Conference on Computer Supported Education, Valencia, Spain, April 7-10, 2010, 2010

2009
Evolutionary Development of ANNs for Data Mining.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

ANN Development with EC Tools.
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

Evolving Graphs for ANN Development and Simplification.
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

Modifying genetic programming for artificial neural network development for data mining.
Soft Comput., 2009

A Genetic Algorithm for ANN Design, Training and Simplification.
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009

Evolving simple feed-forward and recurrent ANNs for signal classification: A comparison.
Proceedings of the International Joint Conference on Neural Networks, 2009

Classification of EEG signals using relative wavelet energy and artificial neural networks.
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation, 2009

Artificial Cells for Information Processing: Iris Classification.
Proceedings of the Advances in Artificial Life. Darwin Meets von Neumann, 2009

Building the European Higher Education Area - A Subject in Information Systems Security.
Proceedings of the CSEDU 2009 - Proceedings of the First International Conference on Computer Supported Education, Lisboa, Portugal, March 23-26, 2009, 2009

2008
Automatic Recurrent ANN development for signal classification: detection of seizures in EEGs.
Proceedings of the ECAI 2008, 2008

2007
A Comparison Between ANN Generation and Training Methods and Their Development by Means of Graph Evolution: 2 Sample Problems.
Proceedings of the Computational and Ambient Intelligence, 2007

Automatic Design of ANNs by Means of GP for Data Mining Tasks: Iris Flower Classification Problem.
Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007

2005
Time Series Forecast with Anticipation Using Genetic Programming.
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

A purely evolutionary memetic algorithm as a first step towards symbiotic coevolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2004
A New Approach to the Extraction of ANN Rules and to Their Generalization Capacity Through GP.
Neural Comput., 2004

Distributed genetic programming by an object oriented system using java and corba.
Proceedings of the IASTED International Conference on Parallel and Distributed Computing and Networks, 2004

Using Genetic Programming for Character Discrimination in Damaged Documents.
Proceedings of the Applications of Evolutionary Computing, 2004

2003
Prediction and Modeling of the Rainfall-Runoff Transformation of a Typical Urban Basin Using ANN and GP.
Appl. Artif. Intell., 2003

Rules and Generalization Capacity Extraction from ANN with GP.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

Restoration of Old Documents with Genetic Algorithms.
Proceedings of the Applications of Evolutionary Computing, 2003

2002
Automatic Recurrent and Feed-Forward ANN Rule and Expression Extraction with Genetic Programming.
Proceedings of the Parallel Problem Solving from Nature, 2002

Prediction and Modelling of the Flow of a Typical Urban Basin through Genetic Programming.
Proceedings of the Applications of Evolutionary Computing, 2002


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