Gregorio Ismael Sainz Palmero

Orcid: 0000-0002-4097-5633

Affiliations:
  • University of Valladolid, Spain


According to our database1, Gregorio Ismael Sainz Palmero authored at least 38 papers between 1996 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
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 Syst. Appl., March, 2024

Faster WWTP Fault Diagnosis Based on Linguistic-OWA Pooling DCNN.
Proceedings of the 29th IEEE International Conference on Emerging Technologies and Factory Automation, 2024

2023
Dynamic Decentralized Monitoring for Large-Scale Industrial Processes Using Multiblock Canonical Variate Analysis Based Regression.
IEEE Access, 2023

2019
Decentralized DPCA Model for Large-Scale Processes Monitoring.
Proceedings of the 24th IEEE International Conference on Emerging Technologies and Factory Automation, 2019

2018
Multiobjective Optimization for Railway Maintenance Plans.
J. Comput. Civ. Eng., 2018

Linguistic OWA and two time-windows based fault identification in wide plants.
Comput. Chem. Eng., 2018

Decentralized and Dynamic Fault Detection Using PCA and Bayesian Inference.
Proceedings of the 23rd IEEE International Conference on Emerging Technologies and Factory Automation, 2018

2017
Multi-objective based Fuzzy Rule Based Systems (FRBSs) for trade-off improvement in accuracy and interpretability: A rule relevance point of view.
Knowl. Based Syst., 2017

2016
Open Calculator for Environmental and Social Footprints of Rail Infrastructures.
Proceedings of the 30th International Conference on Environmental Informatics, 2016

2015
Fault detection with distributed PCA methods in water distribution networks.
Proceedings of the 23rd Mediterranean Conference on Control and Automation, 2015

Fault detection in wastewater treatment plants using distributed PCA methods.
Proceedings of the 20th IEEE Conference on Emerging Technologies & Factory Automation, 2015

2014
Comparison and design of interpretable linguistic vs. scatter FRBSs: Gm3m generalization and new rule meaning index for global assessment and local pseudo-linguistic representation.
Inf. Sci., 2014

Fault detection based on neural networks and independent component analysis.
Proceedings of the 2014 IEEE Emerging Technology and Factory Automation, 2014

2013
FRASel: a consensus of feature ranking methods for time series modelling.
Soft Comput., 2013

A Study on the Use of Machine Learning Methods for Incidence Prediction in High-Speed Train Tracks.
Proceedings of the Recent Trends in Applied Artificial Intelligence, 2013

Selection of rules by orthogonal transformations and genetic algorithms to improve the interpretability in fuzzy rule based systems.
Proceedings of the FUZZ-IEEE 2013, 2013

2012
Complexity reduction and interpretability improvement for fuzzy rule systems based on simple interpretability measures and indices by bi-objective evolutionary rule selection.
Soft Comput., 2012

Interpretable knowledge extraction from emergency call data based on fuzzy unsupervised decision tree.
Knowl. Based Syst., 2012

2011
Checking orthogonal transformations and genetic algorithms for selection of fuzzy rules based on interpretability-accuracy concepts.
Proceedings of the FUZZ-IEEE 2011, 2011

Design of residuals in a model-based Fault Detection and Isolation system using Statistical Process Control techniques.
Proceedings of the IEEE 16th Conference on Emerging Technologies & Factory Automation, 2011

2010
Knowledge Extraction Based on Fuzzy Unsupervised Decision Tree: Application to an Emergency Call Center.
Proceedings of the Trends in Applied Intelligent Systems, 2010

Hybrid Approach for Incoherence Detection based on Neuro-fuzzy Systems and Expert Knowledge.
Proceedings of the ICEIS 2010 - Proceedings of the 12th International Conference on Enterprise Information Systems, Volume 2, AIDSS, Funchal, Madeira, Portugal, June 8, 2010

Monitoring and fault detection in processes with multiple operating modes, transitory phases and start-ups using principal component analysis.
Proceedings of 15th IEEE International Conference on Emerging Technologies and Factory Automation, 2010

2009
Detection of Incoherences in a Document Corpus Based on the Application of a Neuro-Fuzzy System.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Criteria for linguistic improvement of precise fuzzy models by ortliogonail transforms. Application to ART based models.
Proceedings of the 10th European Control Conference, 2009

Accuracy-interpretability balancing in fuzzy models based on multiobjective genetic algorithm.
Proceedings of the 10th European Control Conference, 2009

Fault Detection and Identification Method based on Multivariate Statistical Techniques.
Proceedings of 12th IEEE International Conference on Emerging Technologies and Factory Automation, 2009

2008
Detection of Incoherences in a Technical and Normative Document Corpus.
Proceedings of the ICEIS 2008, 2008

Feature Selection for Time Series Forecasting: A Case Study.
Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

2005
Fault detection and fuzzy rule extraction in AC motors by a neuro-fuzzy ART-based system.
Eng. Appl. Artif. Intell., 2005

Fault Fuzzy Rule Extraction from AC Motors by Neuro-fuzzy Models.
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

2004
Recurrent Neuro-Fuzzy Modeling of a Wastewater Treatment Plant.
Eur. J. Control, 2004

2001
Early Detection and Diagnosis of Faults in an AC Motor Using Neuro Fuzzy Techniques: FasArt + Fuzzy k Nearest Neighbors.
Proceedings of the Bio-inspired Applications of Connectionism, 2001

Recurrent neuro-fuzzy modeling of a biotechnological process.
Proceedings of the 6th European Control Conference, 2001

Neural PCA based fault diagnosis.
Proceedings of the 6th European Control Conference, 2001

1999
Structured Document Labeling and Rule Extraction using a New Recurrent Fuzzy-neural System.
Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999

1997
Building Digital Libraries from Paper Documents, Using ART Based Neuro-Fuzzy Systems.
Proceedings of the Biological and Artificial Computation: From Neuroscience to Technology, 1997

1996
A new neuro-fuzzy system for logical labeling of documents.
Proceedings of the 13th International Conference on Pattern Recognition, 1996


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