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)

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)

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)

Obtaining accurate TSK Fuzzy Rule-Based Systems by Multi-Objective Evolutionary Learning in high-dimensional regression problems. - María José Gacto; Marta Galende; Rafael Alcalá; Francisco Herrera (FUZZ-IEEE, 2013)

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)

METSK-HDe: A multiobjective evolutionary algorithm to learn accurate TSK-fuzzy systems in high-dimensional and large-scale regression problems. - María José Gacto; Marta Galende; Rafael Alcalá; Francisco Herrera (Inf. Sci., 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)

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)

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)

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)

Enhancing soft computing techniques to actively address imbalanced regression problems. - María Arteaga; María José Gacto; Marta Galende; Jesús Alcalá-Fdez; Rafael Alcalá (Expert Syst. Appl., 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)