Publications by the researcher in collaboration with MARTA GALENDE HERNANDEZ (11)

2024

  1. Discovering stop and parking behaviors of last mile delivery vehicles for urban areas based on not well conditioned GPS traces, expert knowledge and machine learning

    Expert Systems with Applications, Vol. 238

2023

  1. Dynamic Decentralized Monitoring for Large-Scale Industrial Processes Using Multiblock Canonical Variate Analysis Based Regression

    IEEE Access, Vol. 11, pp. 26611-26623

2018

  1. Monitor-While-Drilling-based estimation of rock mass rating with computational intelligence: The case of tunnel excavation front

    Automation in Construction, Vol. 93, pp. 325-338

2017

  1. Multi-objective based Fuzzy Rule Based Systems (FRBSs) for trade-off improvement in accuracy and interpretability: A rule relevance point of view.

    Knowledge-Based Systems, Vol. 127, pp. 67-84

2013

  1. Selection of rules by orthogonal transformations and genetic algorithms to improve the interpretability in fuzzy rule based systems

    IEEE International Conference on Fuzzy Systems

2012

  1. Checking orthogonal transformations and genetic algorithms for selection of fuzzy rules based on interpretability-accuracy concepts

    International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems, Vol. 20, Núm. SUPPL. 2, pp. 159-186

  2. Complexity reduction and interpretability improvement for fuzzy rule systems based on simple interpretability measures and indices by bi-objective evolutionary rule selection

    Soft Computing, Vol. 16, Núm. 3, pp. 451-470

2011

  1. Accuracy-interpretability trade-off for precise fuzzy modeling using simple indices. Application to industrial plants

    IFAC Proceedings Volumes (IFAC-PapersOnline)

  2. Checking orthogonal transformations and genetic algorithms for selection of fuzzy rules based on interpretability-accuracy concepts

    IEEE International Conference on Fuzzy Systems

2009

  1. Accuracy-interpretability balancing in fuzzy models based on multiobjective genetic algorithm

    2009 European Control Conference, ECC 2009

2008

  1. Interpretability-accuracy improvement in a neuro-fuzzy ART based model of a DC motor

    IFAC Proceedings Volumes (IFAC-PapersOnline)