Publicaciones (72) Publicaciones de GREGORIO ISMAEL SAINZ PALMERO

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

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

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

  6. 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

  7. Multiobjective Optimization for Railway Maintenance Plans

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

  8. Operadores lingüísticos OWA-RIM para la diagnosis de fallos en plantas complejas

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

  9. 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. 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

  3. Open Calculator for Environmental and Social Footprints of Rail Infrastructures

    ADVANCES AND NEW TRENDS IN ENVIRONMENTAL INFORMATICS: STABILITY, CONTINUITY, INNOVATION

2016

  1. Development of a Smart Framework Based on Knowledge to Support Infrastructure Maintenance Decisions in Railway Corridors

    Transportation Research Procedia

  2. Knowledge-based Minimization of Railway Infrastructures Environmental Impact

    Transportation Research Procedia

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