Publications in collaboration with researchers from Universidade da Coruña (11)

2017

  1. Self-organising maps: The hybrid SOM-NG algorithm

    Distributed Networks: Intelligence, Security, and Applications (CRC Press), pp. 119-150

2014

  1. Self-Organising Maps: The Hybrid SOM-NG Algorithm

    DISTRIBUTED NETWORKS: INTELLIGENCE, SECURITY, AND APPLICATIONS (CRC PRESS-TAYLOR & FRANCIS GROUP), pp. 117-148

2013

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

    Communications in Computer and Information Science

  2. Detection of locally relevant variables using SOM-NG algorithm

    Engineering Applications of Artificial Intelligence, Vol. 26, Núm. 8, pp. 1992-2000

  3. Study of the effect of a geothermal heat exchanger over the ground

    Conference and Exhibition - 2013 International Conference on New Concepts in Smart Cities: Fostering Public and Private Alliances, SmartMILE 2013

  4. Visual supervision of a waste water biological reactor using artificial intelligence algorithms

    Conference and Exhibition - 2013 International Conference on New Concepts in Smart Cities: Fostering Public and Private Alliances, SmartMILE 2013

2010

  1. A hybrid batch SOM-NG algorithm

    Proceedings of the International Joint Conference on Neural Networks

  2. Modifying the learning rate of FLNG dealing with imbalanced datasets

    Proceedings of the International Joint Conference on Neural Networks

2009

  1. Developed an expert system of an empirical method to choose correct expressions for PID controllers tuning in open loop

    IECON Proceedings (Industrial Electronics Conference)

  2. Learning Software based on expert system for open loop PID controller tuning

    Proceedings - ICELIE 2009, 3rd IEEE International Conference on e-Learning in Industrial Electronics

  3. The complexity of the batch neural gas extended to local PCA

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)