Publications (74) EVA CERNADAS GARCIA publications

2024

  1. Applications of Computer Vision, 2nd Edition

    Electronics (Switzerland)

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

    IEEE Transactions on Neural Networks and Learning Systems

  3. 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

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

    FRONTIERS IN ARTIFICIAL INTELLIGENCE, Vol. 7

  5. Population-based detection of children ASD/ADHD comorbidity from atypical sensory processing

    Applied Intelligence, Vol. 54, Núm. 20, pp. 9906-9923

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

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

2023

  1. Aprendizaxe de materias de programación e intelixencia articial con perspectiva de xénero

    Epistemoloxías feministas en acción: VIII Xornada Universitaria Galega en Xénero

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

    Biomedicines, Vol. 11, Núm. 8

  3. Crawford, Kate (2023). Atlas de IA. Poder, política y costes planetarios de la inteligencia artificial Barcelona : Ned Ediciones

    Gender on digital: Journal of Digital Feminism, Vol. 1, pp. 105-108

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

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

  5. Promoting equality in higher education computer programming courses through cooperative learning

    Proceedings - JICV 2023: 13th International Conference on Virtual Campus

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

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

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

    Expert Systems with Applications, Vol. 206

  3. Fast Support Vector Classification for Large-Scale Problems

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

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

    Neurocomputing, Vol. 489, pp. 1-8

  5. Perspectiva de género en Inteligencia Artificial, una necesidad

    Cuestiones de género: de la igualdad y la diferencia, Núm. 17, pp. 111-127

  6. Quick extreme learning machine for large-scale classification

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

  7. Recognizing cells in histological images of fish gonads

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