Iván Machón González

Complex., 2022

2021

Control of a MIMO Coupled Plant Using a Neuro-Fuzzy Adaptive System Based on Boolean Relations.

[BibT_eX]

[DOI]

Helbert E. Espitia

Iván Machón

Hilario López

IEEE Access, 2021

2020

Dynamics identification and control of nonlinear MIMO coupled plant using supervised neural gas and comparison with recurrent neural controller.

[BibT_eX]

[DOI]

Ignacio Bocos-Barranco

Neural Comput. Appl., 2020

2019

Proposal of an Adaptive Neurofuzzy System to Control Flow Power in Distributed Generation Systems.

[BibT_eX]

[DOI]

Complex., 2019

Control of a Microturbine Using Neural Networks.

[BibT_eX]

[DOI]

Helbert E. Espitia

Iván Machón

Hilario López

Proceedings of the Applied Computer Sciences in Engineering, 2019

2017

Feedforward Nonlinear Control Using Neural Gas Network.

[BibT_eX]

[DOI]

Complex., 2017

Nonlinear dynamic identification using supervised neural gas algorithm.

[BibT_eX]

[DOI]

Proceedings of the 12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, 2017

2013

Detection of locally relevant variables using SOM-NG algorithm.

[BibT_eX]

[DOI]

Mario J. Crespo-Ramos

Eng. Appl. Artif. Intell., 2013

Data Mining and Modelling for Wave Power Applications Using Hybrid SOM-NG Algorithm.

[BibT_eX]

[DOI]

Mario J. Crespo-Ramos

Proceedings of the Engineering Applications of Neural Networks, 2013

2010

FLSOM with individual kernel radii formation and application to optimization of a pickling line.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2010

Modifying the learning rate of FLNG dealing with imbalanced datasets.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2010

A hybrid batch SOM-NG algorithm.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2010

2009

The Complexity of the Batch Neural Gas Extended to Local PCA.

[BibT_eX]

[DOI]

Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009

2008

FLSOM with Different Rates for Classification in Imbalanced Datasets.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2008

2007

Simulation of a coke wastewater nitrification process using a feed-forward neuronal net.

[BibT_eX]

[DOI]

Iván Machón

Hilario López

J. Rodríguez-Iglesias

E. Marañón

I. Vázquez

Environ. Model. Softw., 2007

Fuzzy Labeled Self-organizing Map with Kernel-Based Topographic Map Formation.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2007

2006

End-point detection of the aerobic phase in a biological reactor using SOM and clustering algorithms.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2006

Ammonium Estimation in a Biological Wastewater Plant Using Feedforward Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks in Pattern Recognition, Second IAPR Workshop, 2006

2004

Self-organizing map and clustering for wastewater treatment monitoring.

[BibT_eX]

[DOI]