A new neuro-fuzzy system for logical labeling of documents. - Gregorio Ismael Sainz Palmero; J. Manuel Cano Izquierdo; Yannis A. Dimitriadis; Juan López Coronado (ICPR, 1996)

Building Digital Libraries from Paper Documents, Using ART Based Neuro-Fuzzy Systems. - R. Sanz Guadarrama; Yannis A. Dimitriadis; Gregorio Ismael Sainz Palmero; J. Manuel Cano Izquierdo; Juan López Coronado (IWANN, 1997)

Structured Document Labeling and Rule Extraction using a New Recurrent Fuzzy-neural System. - Gregorio Ismael Sainz Palmero; Yannis A. Dimitriadis (ICDAR, 1999)

Neural PCA based fault diagnosis. - Eduardo Moya; Gregorio I. Sainz; B. Grande; Maria J. Fuente; José R. Perán (ECC, 2001)

Recurrent neuro-fuzzy modeling of a biotechnological process. - Gregorio I. Sainz; Maria J. Fuente; Pastora Vega (ECC, 2001)

Early Detection and Diagnosis of Faults in an AC Motor Using Neuro Fuzzy Techniques: FasArt + Fuzzy k Nearest Neighbors. - Javier Juez Santamaría; Gregorio Ismael Sainz Palmero; Eduardo Julio Moya de la Torre; José Ramón Perán González (IWANN (2), 2001)

Fault detection and isolation based on hybrid modelling in an AC motor. - Maria J. Fuente; Eduardo Moya; Carlos Alvarez; Gregorio I. Sainz (IJCNN, 2004)

Recurrent Neuro-Fuzzy Modeling of a Wastewater Treatment Plant. - Gregorio I. Sainz; Maria J. Fuente; Pastora Vega (Eur. J. Control, 2004)

Fault Fuzzy Rule Extraction from AC Motors by Neuro-fuzzy Models. - Gregorio Ismael Sainz Palmero; R. García; Maria J. Fuente (IWANN, 2005)

Fault detection and fuzzy rule extraction in AC motors by a neuro-fuzzy ART-based system. - Gregorio Ismael Sainz Palmero; Javier Juez Santamaría; Eduardo Julio Moya de la Torre; José Ramón Perán González (Eng. Appl. Artif. Intell., 2005)

Feature Selection for Time Series Forecasting: A Case Study. - Rubén García Pajares; José Manuel Benítez 001; Gregorio Ismael Sainz Palmero (HIS, 2008)

Detection of Incoherences in a Technical and Normative Document Corpus. - Susana Martin-Toral; Gregorio Ismael Sainz Palmero; Yannis A. Dimitriadis (ICEIS (2), 2008)

Fault Detection and Identification Method based on Multivariate Statistical Techniques. - Maria J. Fuente; Diego García-Álvarez; Gregorio Ismael Sainz Palmero; Thamara Villegas (ETFA, 2009)

Accuracy-interpretability balancing in fuzzy models based on multiobjective genetic algorithm. - Marta Galende; Gregorio I. Sainz; Maria J. Fuente (ECC, 2009)

Criteria for linguistic improvement of precise fuzzy models by ortliogonail transforms. Application to ART based models. - M. Isabel Rey; Marta Galende; Gregorio I. Sainz (ECC, 2009)

Detection of Incoherences in a Document Corpus Based on the Application of a Neuro-Fuzzy System. - Susana Martin-Toral; Víctor Arribas; Gregorio Ismael Sainz Palmero (ICDAR, 2009)

Monitoring and fault detection in processes with multiple operating modes, transitory phases and start-ups using principal component analysis. - Diego García-Álvarez; Maria J. Fuente; Gregorio I. Sainz (ETFA, 2010)

Hybrid Approach for Incoherence Detection based on Neuro-fuzzy Systems and Expert Knowledge. - Susana Martin-Toral; Gregorio Ismael Sainz Palmero; Yannis A. Dimitriadis (ICEIS (2), 2010)

Knowledge Extraction Based on Fuzzy Unsupervised Decision Tree: Application to an Emergency Call Center. - Francisco Barrientos; Gregorio Ismael Sainz Palmero (IEA/AIE (2), 2010)

Design of residuals in a model-based Fault Detection and Isolation system using Statistical Process Control techniques. - Diego García-Álvarez; Maria J. Fuente; Gregorio I. Sainz (ETFA, 2011)

Checking orthogonal transformations and genetic algorithms for selection of fuzzy rules based on interpretability-accuracy concepts. - M. Isabel Rey; Marta Galende; Gregorio I. Sainz; Maria J. Fuente (FUZZ-IEEE, 2011)

Interpretable knowledge extraction from emergency call data based on fuzzy unsupervised decision tree. - Francisco Barrientos; Gregorio Ismael Sainz Palmero (Knowl. Based Syst., 2012)

Complexity reduction and interpretability improvement for fuzzy rule systems based on simple interpretability measures and indices by bi-objective evolutionary rule selection. - Marta Galende-Hernández; Gregorio Ismael Sainz Palmero; Maria J. Fuente-Aparicio (Soft Comput., 2012)

Selection of rules by orthogonal transformations and genetic algorithms to improve the interpretability in fuzzy rule based systems. - M. Isabel Rey; Marta Galende; Gregorio I. Sainz; Maria J. Fuente (FUZZ-IEEE, 2013)

A Study on the Use of Machine Learning Methods for Incidence Prediction in High-Speed Train Tracks. - Christoph Bergmeir; Gregorio Ismael Sainz Palmero; Carlos Martínez Bertrand; José Manuel Benítez 001 (IEA/AIE, 2013)

FRASel: a consensus of feature ranking methods for time series modelling. - Rubén García Pajares; José Manuel Benítez 001; Gregorio Ismael Sainz Palmero (Soft Comput., 2013)

Fault detection based on neural networks and independent component analysis. - Maria J. Fuente; Gregorio Ismael Sainz Palmero (ETFA, 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. - Marta Galende; María José Gacto; Gregorio I. Sainz; Rafael Alcalá (Inf. Sci., 2014)

Fault detection in wastewater treatment plants using distributed PCA methods. - A. Sánchez-Fernandez; Maria J. Fuente; Gregorio Ismael Sainz Palmero (ETFA, 2015)

Fault detection with distributed PCA methods in water distribution networks. - A. Sánchez-Fernandez; Maria J. Fuente; Gregorio Ismael Sainz Palmero (MED, 2015)

Open Calculator for Environmental and Social Footprints of Rail Infrastructures. - Francisco Barrientos; Gregorio I. Sainz; Alberto Moral; Manuel Parra; José Manuel Benítez 001; Jorge Rodríguez; Carlos Martínez Bertrand; Francisco Campo; Rubén Carnerero (EnviroInfo (1), 2016)

Multi-objective based Fuzzy Rule Based Systems (FRBSs) for trade-off improvement in accuracy and interpretability: A rule relevance point of view. - M. Isabel Rey; Marta Galende; Maria J. Fuente; Gregorio Ismael Sainz Palmero (Knowl. Based Syst., 2017)

Decentralized and Dynamic Fault Detection Using PCA and Bayesian Inference. - A. Sánchez-Fernandez; Maria J. Fuente; Gregorio Ismael Sainz Palmero (ETFA, 2018)

Linguistic OWA and two time-windows based fault identification in wide plants. - A. Sánchez-Fernandez; Gregorio Ismael Sainz Palmero; José Manuel Benítez 001; Maria J. Fuente (Comput. Chem. Eng., 2018)

Multiobjective Optimization for Railway Maintenance Plans. - Daniel Peralta; Christoph Bergmeir; Martin Krone; Marta Galende; Manuel Menéndez; Gregorio Ismael Sainz Palmero; Carlos Martínez Bertrand; Frank Klawonn; José Manuel Benítez 001 (J. Comput. Civ. Eng., 2018)

Decentralized DPCA Model for Large-Scale Processes Monitoring. - A. Sánchez-Fernandez; Maria J. Fuente; Gregorio Ismael Sainz Palmero (ETFA, 2019)

Dynamic Decentralized Monitoring for Large-Scale Industrial Processes Using Multiblock Canonical Variate Analysis Based Regression. - Maria J. Fuente-Aparicio; Gregorio Ismael Sainz Palmero; Marta Galende-Hernández (IEEE Access, 2023)

Faster WWTP Fault Diagnosis Based on Linguistic-OWA Pooling DCNN. - Alicia Beneyto-Rodríguez; Gregorio Ismael Sainz Palmero; Marta Galende-Hernández; Maria J. Fuente (ETFA, 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. - Marta Galende-Hernández; Gregorio Ismael Sainz Palmero; Maria J. Fuente (Expert Syst. Appl., 2024)

Applying XAI based unsupervised knowledge discovering for Operation modes in a WWTP. A real case: AQUAVALL WWTP. - Alicia Beneyto-Rodríguez; Gregorio Ismael Sainz Palmero; Marta Galende-Hernández; Maria J. Fuente; José M. Cuenca (CoRR, 2025)

Linguistic Ordered Weighted Averaging based deep learning pooling for fault diagnosis in a wastewater treatment plant. - Alicia Beneyto-Rodríguez; Gregorio Ismael Sainz Palmero; Marta Galende-Hernández; Maria J. Fuente (CoRR, 2025)