JESUS MANUEL
MAUDES RAEDO
Profesor Titular de Universidad
Publicaciones (42) Publicaciones de JESUS MANUEL MAUDES RAEDO
2024
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An Extensive Performance Comparison between Feature Reduction and Feature Selection Preprocessing Algorithms on Imbalanced Wide Data
Information (Switzerland), Vol. 15, Núm. 4
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Disturbing neighbors en un contexto semisupervisado
XX Conferencia de la Asociación Española para la Inteligencia Artificial
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Ensemble methods and semi-supervised learning for information fusion: A review and future research directions
Information Fusion, Vol. 107
2020
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Using ensembles for accurate modelling of manufacturing processes in an IoT data-acquisition solution
Applied Sciences (Switzerland), Vol. 10, Núm. 13
2019
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Database of novel magnetic materials for high-performance permanent magnet development
Computational Materials Science, Vol. 168, pp. 188-202
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Label prediction on issue tracking systems using text mining
Progress in Artificial Intelligence, Vol. 8, Núm. 3, pp. 325-342
2018
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Emerging topics in mining software repositories: Machine learning in software repositories and datasets
Progress in Artificial Intelligence, Vol. 7, Núm. 3, pp. 237-247
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Identifying maximum imbalance in datasets for fault diagnosis of gearboxes
Journal of Intelligent Manufacturing, Vol. 29, Núm. 2, pp. 333-351
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Predicción de delincuencia con datos públicos
XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España
2017
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Random Forest ensemble prediction of stent dimensions in microfabrication processes
International Journal of Advanced Manufacturing Technology, Vol. 91, Núm. 1-4, pp. 879-893
2015
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An SVM-based solution for fault detection in wind turbines
Sensors (Switzerland), Vol. 15, Núm. 3, pp. 5627-5648
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Uso de GitHub en el diseño de e-actividades para la refactorización del software
Education in the knowledge society (EKS), Vol. 16, Núm. 4, pp. 81-96
2014
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Design of e-activities for the learning of code refactoring tasks
2014 International Symposium on Computers in Education, SIIE 2014
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Diseño de e-actividades para el aprendizaje de tareas de refactorización de código
Acceso masivo y universal para un aprendizaje a lo largo de la vida: actas del XVI Simposio Internacional de Informática Educativa (SIIE' 14)
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Mining Open Software Repositories
ERCIM News, Vol. 99
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Modelling laser milling of microcavities for the manufacturing of des with ensembles
Journal of Applied Mathematics, Vol. 2014
2013
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An innovative moodle final project management module for bachelor and master's studies
Revista Iberoamericana de Tecnologias del Aprendizaje, Vol. 8, Núm. 3, pp. 103-110
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Improvements in modelling of complex manufacturing processes using classification techniques
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2012
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Disturbing neighbors ensembles of trees for imbalanced data
Proceedings - 2012 11th International Conference on Machine Learning and Applications, ICMLA 2012
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Random feature weights for decision tree ensemble construction
Information Fusion, Vol. 13, Núm. 1, pp. 20-30