Gregorio Ismael Sainz Palmero

29 papers A 2B 1C 8Misc 2Journal 11Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Applying XAI based unsupervised knowledge discovering for Operation modes in a WWTP. A real case: AQUAVALL WWTP.
CoRR
Alicia Beneyto-Rodríguez, Gregorio Ismael Sainz Palmero, Marta Galende-Hernández, Maria J. Fuente, José M. Cuenca
2025 J jnl
Linguistic Ordered Weighted Averaging based deep learning pooling for fault diagnosis in a wastewater treatment plant.
CoRR
Alicia Beneyto-Rodríguez, Gregorio Ismael Sainz Palmero, Marta Galende-Hernández, Maria J. Fuente
2024 J jnl
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.
Marta Galende-Hernández, Gregorio Ismael Sainz Palmero, Maria J. Fuente
2024 C conf
Faster WWTP Fault Diagnosis Based on Linguistic-OWA Pooling DCNN.
ETFA
Alicia Beneyto-Rodríguez, Gregorio Ismael Sainz Palmero, Marta Galende-Hernández, Maria J. Fuente
2023 J jnl
Dynamic Decentralized Monitoring for Large-Scale Industrial Processes Using Multiblock Canonical Variate Analysis Based Regression.
IEEE Access
Maria J. Fuente-Aparicio, Gregorio Ismael Sainz Palmero, Marta Galende-Hernández
2019 C conf
Decentralized DPCA Model for Large-Scale Processes Monitoring.
ETFA
A. Sánchez-Fernandez, Maria J. Fuente, Gregorio Ismael Sainz Palmero
2018 C conf
Decentralized and Dynamic Fault Detection Using PCA and Bayesian Inference.
ETFA
A. Sánchez-Fernandez, Maria J. Fuente, Gregorio Ismael Sainz Palmero
2018 J jnl
Linguistic OWA and two time-windows based fault identification in wide plants.
Comput. Chem. Eng.
A. Sánchez-Fernandez, Gregorio Ismael Sainz Palmero, José Manuel Benítez, Maria J. Fuente
2018 J jnl
Multiobjective Optimization for Railway Maintenance Plans.
J. Comput. Civ. Eng.
Daniel Peralta, Christoph Bergmeir, Martin Krone, Marta Galende, Manuel Menéndez, Gregorio Ismael Sainz Palmero, Carlos Martínez Bertrand, Frank Klawonn, José Manuel Benítez
2017 J jnl
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.
M. Isabel Rey, Marta Galende, Maria J. Fuente, Gregorio Ismael Sainz Palmero
2015 C conf
Fault detection in wastewater treatment plants using distributed PCA methods.
ETFA
A. Sánchez-Fernandez, Maria J. Fuente, Gregorio Ismael Sainz Palmero
2015 — conf
Fault detection with distributed PCA methods in water distribution networks.
MED
A. Sánchez-Fernandez, Maria J. Fuente, Gregorio Ismael Sainz Palmero
2014 C conf
Fault detection based on neural networks and independent component analysis.
ETFA
Maria J. Fuente, Gregorio Ismael Sainz Palmero
2013 C conf
A Study on the Use of Machine Learning Methods for Incidence Prediction in High-Speed Train Tracks.
IEA/AIE
Christoph Bergmeir, Gregorio Ismael Sainz Palmero, Carlos Martínez Bertrand, José Manuel Benítez
2013 J jnl
FRASel: a consensus of feature ranking methods for time series modelling.
Soft Comput.
Rubén García Pajares, José Manuel Benítez, Gregorio Ismael Sainz Palmero
2012 J jnl
Complexity reduction and interpretability improvement for fuzzy rule systems based on simple interpretability measures and indices by bi-objective evolutionary rule selection.
Soft Comput.
Marta Galende-Hernández, Gregorio Ismael Sainz Palmero, Maria J. Fuente-Aparicio
2012 J jnl
Interpretable knowledge extraction from emergency call data based on fuzzy unsupervised decision tree.
Knowl. Based Syst.
Francisco Barrientos, Gregorio Ismael Sainz Palmero
2010 — conf
Hybrid Approach for Incoherence Detection based on Neuro-fuzzy Systems and Expert Knowledge.
ICEIS (2)
Susana Martin-Toral, Gregorio Ismael Sainz Palmero, Yannis A. Dimitriadis
2010 — conf
Knowledge Extraction Based on Fuzzy Unsupervised Decision Tree: Application to an Emergency Call Center.
IEA/AIE (2)
Francisco Barrientos, Gregorio Ismael Sainz Palmero
2009 A conf
Detection of Incoherences in a Document Corpus Based on the Application of a Neuro-Fuzzy System.
ICDAR
Susana Martin-Toral, Víctor Arribas, Gregorio Ismael Sainz Palmero
2009 C conf
Fault Detection and Identification Method based on Multivariate Statistical Techniques.
ETFA
Maria J. Fuente, Diego García-Álvarez, Gregorio Ismael Sainz Palmero, Thamara Villegas
2008 — conf
Detection of Incoherences in a Technical and Normative Document Corpus.
ICEIS (2)
Susana Martin-Toral, Gregorio Ismael Sainz Palmero, Yannis A. Dimitriadis
2008 C conf
Feature Selection for Time Series Forecasting: A Case Study.
HIS
Rubén García Pajares, José Manuel Benítez, Gregorio Ismael Sainz Palmero
2005 Misc conf
Fault Fuzzy Rule Extraction from AC Motors by Neuro-fuzzy Models.
IWANN
Gregorio Ismael Sainz Palmero, R. García, Maria J. Fuente
2005 J jnl
Fault detection and fuzzy rule extraction in AC motors by a neuro-fuzzy ART-based system.
Eng. Appl. Artif. Intell.
Gregorio Ismael Sainz Palmero, Javier Juez Santamaría, Eduardo Julio Moya de la Torre, José Ramón Perán González
2001 — conf
Early Detection and Diagnosis of Faults in an AC Motor Using Neuro Fuzzy Techniques: FasArt + Fuzzy k Nearest Neighbors.
IWANN (2)
Javier Juez Santamaría, Gregorio Ismael Sainz Palmero, Eduardo Julio Moya de la Torre, José Ramón Perán González
1999 A conf
Structured Document Labeling and Rule Extraction using a New Recurrent Fuzzy-neural System.
ICDAR
Gregorio Ismael Sainz Palmero, Yannis A. Dimitriadis
1997 Misc conf
Building Digital Libraries from Paper Documents, Using ART Based Neuro-Fuzzy Systems.
IWANN
R. Sanz Guadarrama, Yannis A. Dimitriadis, Gregorio Ismael Sainz Palmero, J. Manuel Cano Izquierdo, Juan López Coronado
1996 B conf
A new neuro-fuzzy system for logical labeling of documents.
ICPR
Gregorio Ismael Sainz Palmero, J. Manuel Cano Izquierdo, Yannis A. Dimitriadis, Juan López Coronado