Gregorio Ismael Sainz Palmero

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 7

Top Topics

Fault Detection

Industrial Process

Multiobjective Optimization

Machine Learning Methods

Top Venues

J. Comput. Civ. Eng.

Publications

Marta Galende-Hernández, Gregorio Ismael Sainz Palmero, Maria J. Fuente
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. 238 (Part C) (2024)
Maria J. Fuente-Aparicio, Gregorio Ismael Sainz Palmero, Marta Galende-Hernndez
Dynamic Decentralized Monitoring for Large-Scale Industrial Processes Using Multiblock Canonical Variate Analysis Based Regression. IEEE Access 11 (2023)
A. Sánchez-Fernandez, Maria J. Fuente, Gregorio Ismael Sainz Palmero
Decentralized DPCA Model for Large-Scale Processes Monitoring. ETFA (2019)
A. Sánchez-Fernandez, Maria J. Fuente, Gregorio Ismael Sainz Palmero
Decentralized and Dynamic Fault Detection Using PCA and Bayesian Inference. ETFA (2018)
Daniel Peralta, Christoph Bergmeir, Martin Krone, Marta Galende, Manuel Menéndez, Gregorio Ismael Sainz Palmero, Carlos Martínez Bertrand, Frank Klawonn, José Manuel Benítez
Multiobjective Optimization for Railway Maintenance Plans. J. Comput. Civ. Eng. 32 (3) (2018)
A. Sánchez-Fernandez, Gregorio Ismael Sainz Palmero, José Manuel Benítez, Maria J. Fuente
Linguistic OWA and two time-windows based fault identification in wide plants. Comput. Chem. Eng. 115 (2018)
M. Isabel Rey, Marta Galende, Maria J. Fuente, Gregorio Ismael Sainz Palmero
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. 127 (2017)
A. Sánchez-Fernandez, Maria J. Fuente, Gregorio Ismael Sainz Palmero
Fault detection in wastewater treatment plants using distributed PCA methods. ETFA (2015)
A. Sánchez-Fernandez, Maria J. Fuente, Gregorio Ismael Sainz Palmero
Fault detection with distributed PCA methods in water distribution networks. MED (2015)
Maria J. Fuente, Gregorio Ismael Sainz Palmero
Fault detection based on neural networks and independent component analysis. ETFA (2014)
Christoph Bergmeir, Gregorio Ismael Sainz Palmero, Carlos Martínez Bertrand, José Manuel Benítez
A Study on the Use of Machine Learning Methods for Incidence Prediction in High-Speed Train Tracks. IEA/AIE (2013)
Rubén García Pajares, José Manuel Benítez, Gregorio Ismael Sainz Palmero
FRASel: a consensus of feature ranking methods for time series modelling. Soft Comput. 17 (8) (2013)
Marta Galende-Hernández, Gregorio Ismael Sainz Palmero, Maria J. Fuente-Aparicio
Complexity reduction and interpretability improvement for fuzzy rule systems based on simple interpretability measures and indices by bi-objective evolutionary rule selection. Soft Comput. 16 (3) (2012)
Francisco Barrientos, Gregorio Ismael Sainz Palmero
Interpretable knowledge extraction from emergency call data based on fuzzy unsupervised decision tree. Knowl. Based Syst. 25 (1) (2012)
Susana Martin-Toral, Gregorio Ismael Sainz Palmero, Yannis A. Dimitriadis
Hybrid Approach for Incoherence Detection based on Neuro-fuzzy Systems and Expert Knowledge. ICEIS (2) (2010)
Francisco Barrientos, Gregorio Ismael Sainz Palmero
Knowledge Extraction Based on Fuzzy Unsupervised Decision Tree: Application to an Emergency Call Center. IEA/AIE (2) (2010)
Maria J. Fuente, Diego Garcia-Alvarez, Gregorio Ismael Sainz Palmero, Thamara Villegas
Fault Detection and Identification Method based on Multivariate Statistical Techniques. ETFA (2009)
Susana Martin-Toral, Víctor Arribas, Gregorio Ismael Sainz Palmero
Detection of Incoherences in a Document Corpus Based on the Application of a Neuro-Fuzzy System. ICDAR (2009)
Susana Martin-Toral, Gregorio Ismael Sainz Palmero, Yannis A. Dimitriadis
Detection of Incoherences in a Technical and Normative Document Corpus. ICEIS (2) (2008)
Rubén García Pajares, José Manuel Benítez, Gregorio Ismael Sainz Palmero
Feature Selection for Time Series Forecasting: A Case Study. HIS (2008)
Gregorio Ismael Sainz Palmero, Javier Juez Santamaría, Eduardo Julio Moya de la Torre, José Ramón Perán González
Fault detection and fuzzy rule extraction in AC motors by a neuro-fuzzy ART-based system. Eng. Appl. Artif. Intell. 18 (7) (2005)
Gregorio Ismael Sainz Palmero, R. García, Maria J. Fuente
Fault Fuzzy Rule Extraction from AC Motors by Neuro-fuzzy Models. IWANN (2005)
Javier Juez Santamaría, Gregorio Ismael Sainz Palmero, Eduardo Julio Moya de la Torre, José Ramón Perán González
Early Detection and Diagnosis of Faults in an AC Motor Using Neuro Fuzzy Techniques: FasArt + Fuzzy k Nearest Neighbors. IWANN (2) (2001)
Gregorio Ismael Sainz Palmero, Yannis A. Dimitriadis
Structured Document Labeling and Rule Extraction using a New Recurrent Fuzzy-neural System. ICDAR (1999)
R. Sanz Guadarrama, Yannis A. Dimitriadis, Gregorio Ismael Sainz Palmero, J. Manuel Cano Izquierdo, Juan López Coronado
Building Digital Libraries from Paper Documents, Using ART Based Neuro-Fuzzy Systems. IWANN (1997)
Gregorio Ismael Sainz Palmero, J. Manuel Cano Izquierdo, Yannis A. Dimitriadis, Juan López Coronado
A new neuro-fuzzy system for logical labeling of documents. ICPR (1996)