Manuel Dorado-Moreno

According to our database1, Manuel Dorado-Moreno authored at least 11 papers between 2012 and 2020.

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

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

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Bibliography

2020
Multi-task learning for the prediction of wind power ramp events with deep neural networks.
Neural Networks, 2020

2018
Wind Power Ramp Events Ordinal Prediction Using Minimum Complexity Echo State Networks.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

2017
Identification of extreme wave heights with an evolutionary algorithm in combination with a likelihood-based segmentation.
Prog. Artif. Intell., 2017

Dynamically weighted evolutionary ordinal neural network for solving an imbalanced liver transplantation problem.
Artif. Intell. Medicine, 2017

Combining Reservoir Computing and Over-Sampling for Ordinal Wind Power Ramp Prediction.
Proceedings of the Advances in Computational Intelligence, 2017

2016
Ordinal Evolutionary Artificial Neural Networks for Solving an Imbalanced Liver Transplantation Problem.
Proceedings of the Hybrid Artificial Intelligent Systems - 11th International Conference, 2016

On the Use of the Beta Distribution for a Hybrid Time Series Segmentation Algorithm.
Proceedings of the Advances in Artificial Intelligence, 2016

Multiclass Prediction of Wind Power Ramp Events Combining Reservoir Computing and Support Vector Machines.
Proceedings of the Advances in Artificial Intelligence, 2016

2015
Nonlinear Ordinal Logistic Regression Using Covariates Obtained by Radial Basis Function Neural Networks Models.
Proceedings of the Advances in Computational Intelligence, 2015

Overcoming the Linearity of Ordinal Logistic Regression Adding Non-linear Covariates from Evolutionary Hybrid Neural Network Models.
Proceedings of the Advances in Artificial Intelligence, 2015

2012
Ordinal Classification Using Hybrid Artificial Neural Networks with Projection and Kernel Basis Functions.
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012


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