Publicacións (91) Publicacións de MANUEL FERNANDEZ DELGADO

2024

  1. Closed-Form Gaussian Spread Estimation for Small and Large Support Vector Classification

    IEEE Transactions on Neural Networks and Learning Systems

  2. 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

  3. OralImmunoAnalyser: a software tool for immunohistochemical assessment of oral leukoplakia using image segmentation and classification models

    FRONTIERS IN ARTIFICIAL INTELLIGENCE, Vol. 7

  4. Quick Hidden Layer Size Tuning in ELM for Classification Problems

    Mendel, Vol. 30, Núm. 1, pp. 1-14

  5. Software BreastAnalyser for the semi-automatic analysis of breast cancer immunohistochemical images

    Scientific reports, Vol. 14, Núm. 1, pp. 2995

2023

  1. CT-Based Radiomics to Predict KRAS Mutation in CRC Patients Using a Machine Learning Algorithm: A Retrospective Study

    Biomedicines, Vol. 11, Núm. 8

  2. MSCF: Multi-Scale Canny Filter to Recognize Cells in Microscopic Images

    Sustainability (Switzerland), Vol. 15, Núm. 18

  3. Ultra Fast Classification and Regression of High-Dimensional Problems Projected on 2D

    Neural Processing Letters, Vol. 55, Núm. 5, pp. 5377-5400

  4. 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

  1. A Machine Learning Approach in Autism Spectrum Disorders: From Sensory Processing to Behavior Problems

    Frontiers in Molecular Neuroscience, Vol. 15

  2. A comparison of machine learning algorithms for forecasting indoor temperature in smart buildings

    Energy Systems, Vol. 13, Núm. 3, pp. 689-705

  3. 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

  4. Automatic marbling prediction of sliced dry-cured ham using image segmentation, texture analysis and regression

    Expert Systems with Applications, Vol. 206

  5. Fast Support Vector Classification for Large-Scale Problems

    IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 44, Núm. 10, pp. 6184-6195

  6. Ideal kernel tuning: Fast and scalable selection of the radial basis kernel spread for support vector classification

    Neurocomputing, Vol. 489, pp. 1-8

  7. Providing female role models in STEM higher education careers, a teaching experience

    Proceedings - JICV 2022: 12th International Conference on Virtual Campus

  8. Quick extreme learning machine for large-scale classification

    Neural Computing and Applications, Vol. 34, Núm. 8, pp. 5923-5938

  9. Recognizing cells in histological images of fish gonads

    2022 International Conference on Emerging Trends in Computing and Engineering Applications, ETCEA 2022 - Proceedings

  10. Viability Study of Machine Learning-Based Prediction of COVID-19 Pandemic Impact in Obsessive-Compulsive Disorder Patients

    Frontiers in Neuroinformatics, Vol. 16

2021

  1. Embedded ethics to teach machine learning courses: An experience

    Proceedings - 11th International Conference on Virtual Campus, JICV 2021