Publicaciones (25) Publicaciones de Marta Galende Hernandez

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. AI4Manufacturing Toolkit: la colección de tecnologías, herramientas y plataformas de inteligencia artificial del proyecto AI REGIO para la industria manufacturera

    Proceedings of the V Workshop on Disruptive Information and Communication Technologies for Innovation and Digital Transformation

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

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

  3. Enhancing soft computing techniques to actively address imbalanced regression problems

    Expert Systems with Applications, Vol. 234

  4. Visualización inteligente para máquinas-herramienta: soporte a la toma de decisiones

    Proceedings of the V Workshop on Disruptive Information and Communication Technologies for Innovation and Digital Transformation

2020

  1. F.A.I.R. open dataset of brushed DC motor faults for testing of AI algorithms

    ADCAIJ: Advances in Distributed Computing and Artificial Intelligence Journal, Vol. 9, Núm. 4, pp. 83-94

2019

  1. Transforming Transport: Modelos de micro-simulación de tráfico *

    Proceedings of the Workshop on disruptive information and communication technologies for innovation and digital transformation: 20th December 2019. Bragança, Portugal

2018

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

    XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España

  2. 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

  3. Multiobjective Optimization for Railway Maintenance Plans

    Journal of Computing in Civil Engineering, Vol. 32, Núm. 3

  4. Relevancia, precisión e interpretabilidad en sistemas basados en reglas difusas

    XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España

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

2014

  1. Comparison and design of interpretable linguistic vs. scatter FRBSs: Gm3m generalization and new rule meaning index for global assessment and local pseudo-linguistic representation

    Information Sciences, Vol. 282, pp. 190-213

  2. METSK-HDe: A multiobjective evolutionary algorithm to learn accurate TSK-fuzzy systems in high-dimensional and large-scale regression problems

    Information Sciences, Vol. 276, pp. 63-79

2013

  1. Obtaining accurate TSK fuzzy rule-based systems by multi-objective evolutionary learning in high-dimensional regression problems

    IEEE International Conference on Fuzzy Systems

  2. 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