MANUEL
FERNANDEZ DELGADO
Senior university lecturer
Publications (90) MANUEL FERNANDEZ DELGADO publications
2024
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Cognitive and clinical predictors of a long-term course in obsessive compulsive disorder: A machine learning approach in a prospective cohort study
Journal of Affective Disorders, Vol. 350, pp. 648-655
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OralImmunoAnalyser: a software tool for immunohistochemical assessment of oral leukoplakia using image segmentation and classification models
FRONTIERS IN ARTIFICIAL INTELLIGENCE, Vol. 7
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Quick Hidden Layer Size Tuning in ELM for Classification Problems
Mendel, Vol. 30, Núm. 1, pp. 1-14
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Software BreastAnalyser for the semi-automatic analysis of breast cancer immunohistochemical images
Scientific reports, Vol. 14, Núm. 1, pp. 2995
2023
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CT-Based Radiomics to Predict KRAS Mutation in CRC Patients Using a Machine Learning Algorithm: A Retrospective Study
Biomedicines, Vol. 11, Núm. 8
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MSCF: Multi-Scale Canny Filter to Recognize Cells in Microscopic Images
Sustainability (Switzerland), Vol. 15, Núm. 18
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Ultra Fast Classification and Regression of High-Dimensional Problems Projected on 2D
Neural Processing Letters, Vol. 55, Núm. 5, pp. 5377-5400
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Validation Analysis of Panoramic Dental Application (PDApp) Software as a Tool for Predicting Third Molar Eruption Based on Panoramic Radiograph Images
Applied Sciences (Switzerland), Vol. 13, Núm. 5
2022
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A Machine Learning Approach in Autism Spectrum Disorders: From Sensory Processing to Behavior Problems
Frontiers in Molecular Neuroscience, Vol. 15
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A comparison of machine learning algorithms for forecasting indoor temperature in smart buildings
Energy Systems, Vol. 13, Núm. 3, pp. 689-705
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A comparison of machine learning algorithms on design smell detection using balanced and imbalanced dataset: A study of God class
Information and Software Technology, Vol. 143
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Automatic marbling prediction of sliced dry-cured ham using image segmentation, texture analysis and regression
Expert Systems with Applications, Vol. 206
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Fast Support Vector Classification for Large-Scale Problems
IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 44, Núm. 10, pp. 6184-6195
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Ideal kernel tuning: Fast and scalable selection of the radial basis kernel spread for support vector classification
Neurocomputing, Vol. 489, pp. 1-8
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Providing female role models in STEM higher education careers, a teaching experience
Proceedings - JICV 2022: 12th International Conference on Virtual Campus
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Quick extreme learning machine for large-scale classification
Neural Computing and Applications, Vol. 34, Núm. 8, pp. 5923-5938
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Recognizing cells in histological images of fish gonads
2022 International Conference on Emerging Trends in Computing and Engineering Applications, ETCEA 2022 - Proceedings
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Viability Study of Machine Learning-Based Prediction of COVID-19 Pandemic Impact in Obsessive-Compulsive Disorder Patients
Frontiers in Neuroinformatics, Vol. 16
2021
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Embedded ethics to teach machine learning courses: An experience
Proceedings - 11th International Conference on Virtual Campus, JICV 2021
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Exploratory study of the impact of project domain and size category on the detection of the God class design smell
Software Quality Journal, Vol. 29, Núm. 2, pp. 197-237