MARÍA JOSÉ
GACTO COLORADO
PROFESORA TITULAR DE UNIVERSIDAD
Publicacións (45) Publicacións de MARÍA JOSÉ GACTO COLORADO
2024
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A comparative analysis of machine learning methods for display characterization
Displays, Vol. 85
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Machine learning regression algorithms for generating chemical element maps from X-ray fluorescence data of paintings
Chemometrics and Intelligent Laboratory Systems, Vol. 248
2023
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Enhancing soft computing techniques to actively address imbalanced regression problems
Expert Systems with Applications, Vol. 234
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Learning positive-negative rule-based fuzzy associative classifiers with a good trade-off between complexity and accuracy
Fuzzy Sets and Systems, Vol. 465
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Shared gene expression signatures between visceral adipose and skeletal muscle tissues are associated with cardiometabolic traits in children with obesity
Computers in Biology and Medicine, Vol. 163
2022
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Transparent but Accurate Evolutionary Regression Combining New Linguistic Fuzzy Grammar and a Novel Interpretable Linear Extension
International Journal of Fuzzy Systems, Vol. 24, Núm. 7, pp. 3082-3103
2021
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An internet of things and fuzzy markup language based approach to prevent the risk of falling object accidents in the execution phase of construction projects
Sensors, Vol. 21, Núm. 19
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Meta-Fuzzy Items for Fuzzy Association Rules
IEEE International Conference on Fuzzy Systems
2020
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Temporal association rule mining: An overview considering the time variable as an integral or implied component
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, Vol. 10, Núm. 4
2019
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Experimental study on 164 algorithms available in software tools for solving standard non-linear regression problems
IEEE Access, Vol. 7, pp. 108916-108939
2018
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Evolutionary data mining and applications: A revision on the most cited papers from the last 10 years (2007–2017)
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, Vol. 8, Núm. 2
2014
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Comparison and design of interpretable linguistic vs. scatter FRBSs: Gm3m generalization and new rule meaning index for global assessment and local pseudo-linguistic representation
Information Sciences, Vol. 282, pp. 190-213
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METSK-HDe: A multiobjective evolutionary algorithm to learn accurate TSK-fuzzy systems in high-dimensional and large-scale regression problems
Information Sciences, Vol. 276, pp. 63-79
2013
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Obtaining accurate TSK fuzzy rule-based systems by multi-objective evolutionary learning in high-dimensional regression problems
IEEE International Conference on Fuzzy Systems
2012
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A multi-objective evolutionary algorithm for an effective tuning of fuzzy logic controllers in heating, ventilating and air conditioning systems
Applied Intelligence, Vol. 36, Núm. 2, pp. 330-347
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Automatic laser pointer detection algorithm for environment control device systems based on template matching and genetic tuning of fuzzy rule-based systems
International Journal of Computational Intelligence Systems, Vol. 5, Núm. 2, pp. 368-386
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Genetic lateral tuning for subgroup discovery with fuzzy rules using the algorithm nmeef-sd
International Journal of Computational Intelligence Systems, Vol. 5, Núm. 2, pp. 355-367
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Mining fuzzy association rules from low-quality data
Soft Computing, Vol. 16, Núm. 5, pp. 883-901
2011
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A double axis classification of interpretability measures for Linguistic Fuzzy Rule-Based Systems
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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A fast and scalable multiobjective genetic fuzzy system for linguistic fuzzy modeling in high-dimensional regression problems
IEEE Transactions on Fuzzy Systems, Vol. 19, Núm. 4, pp. 666-681