Publications dans lesquelles il/elle collabore avec MARIA JESUS DE LA FUENTE APARICIO (40)

2024

  1. Data-based decomposition plant for decentralized monitoring schemes: A comparative study

    Journal of Process Control, Vol. 135

  2. 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

2020

  1. Knowledge based recursive non-linear partial least squares (RNPLS)

    ISA Transactions, Vol. 100, pp. 481-494

2019

  1. Decentralized DPCA Model for Large-Scale Processes Monitoring

    IEEE International Conference on Emerging Technologies and Factory Automation, ETFA

2018

  1. Decentralized and Dynamic Fault Detection Using PCA and Bayesian Inference

    IEEE International Conference on Emerging Technologies and Factory Automation, ETFA

  2. Detección de fallos dinámica y descentralizada basada en métodos de regresión

    XXXIX Jornadas de Automática: actas. Badajoz, 5-7 de septiembre de 2018

  3. Fault detection based on time series modeling and multivariate statistical process control

    Chemometrics and Intelligent Laboratory Systems, Vol. 182, pp. 57-69

  4. Linguistic OWA and two time-windows based fault identification in wide plants

    Computers and Chemical Engineering, Vol. 115, pp. 412-430

  5. 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. La informática industrial en las ingenierías industriales

    Actas de las XXXVIII Jornadas de Automática

  2. 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

2015

  1. Fault detection in wastewater treatment plants using distributed PCA methods

    IEEE International Conference on Emerging Technologies and Factory Automation, ETFA

  2. Fault detection with distributed PCA methods in water distribution networks

    2015 23rd Mediterranean Conference on Control and Automation, MED 2015 - Conference Proceedings

2014

  1. Fault detection based on neural networks and independent component analysis

    19th IEEE International Conference on Emerging Technologies and Factory Automation, ETFA 2014

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

  3. Fault detection and isolation in transient states using principal component analysis

    Journal of Process Control, Vol. 22, Núm. 3, pp. 551-563

  4. Fault detection in a wastewater treatment plant based on neural networks and PCA

    2012 20th Mediterranean Conference on Control and Automation, MED 2012 - Conference Proceedings