Publikationen, an denen er mitarbeitet FADI DORNAIKA (48)

2024

  1. Data and Label Graph Fusion for Semi-supervised Learning: Application to Image Categorization

    IS and T International Symposium on Electronic Imaging Science and Technology

  2. Enhancing MRI brain tumor classification: A comprehensive approach integrating real-life scenario simulation and augmentation techniques

    Physica Medica, Vol. 127

  3. Mises-Fisher similarity-based boosted additive angular margin loss for breast cancer classification

    Artificial Intelligence Review, Vol. 57, Núm. 12

  4. Naturalize Revolution: Unprecedented AI-Driven Precision in Skin Cancer Classification Using Deep Learning

    BioMedInformatics, Vol. 4, Núm. 1, pp. 638-660

2023

  1. Blood Cell Revolution: Unveiling 11 Distinct Types with ‘Naturalize’ Augmentation

    Algorithms, Vol. 16, Núm. 12

  2. Boosted Additive Angular Margin Loss for breast cancer diagnosis from histopathological images

    Computers in Biology and Medicine, Vol. 166

  3. Chasing a Better Decision Margin for Discriminative Histopathological Breast Cancer Image Classification

    Electronics (Switzerland), Vol. 12, Núm. 20

  4. White Blood Cell Classification: Convolutional Neural Network (CNN) and Vision Transformer (ViT) under Medical Microscope

    Algorithms, Vol. 16, Núm. 11

2022

  1. A Comparative Analysis of Human Behavior Prediction Approaches in Intelligent Environments

    Sensors, Vol. 22, Núm. 3

  2. A deep learning loss based on additive cosine margin: Application to fashion style and face recognition

    Applied Soft Computing, Vol. 131

  3. A supervised discriminant data representation: application to pattern classification

    Neural Computing and Applications, Vol. 34, Núm. 19, pp. 16879-16895

  4. Deep Learning with Discriminative Margin Loss for Cross-Domain Consumer-to-Shop Clothes Retrieval

    Sensors, Vol. 22, Núm. 7

  5. Feature and instance selection through discriminant analysis criteria

    Soft Computing, Vol. 26, Núm. 24, pp. 13431-13447

  6. Identification and measurement of tropical tuna species in purse seiner catches using computer vision and deep learning

    Ecological Informatics, Vol. 67

  7. Multi-View Graph Fusion for Semi-Supervised Learning: Application to Image-Based Face Beauty Prediction

    Algorithms, Vol. 15, Núm. 6

2021

  1. Deep Learning on Chest X-ray Images to Detect and Evaluate Pneumonia Cases at the Era of COVID-19

    Journal of Medical Systems, Vol. 45, Núm. 7

  2. Efficient and compact face descriptor for driver drowsiness detection

    Expert Systems with Applications, Vol. 168

  3. Multi-scale Multi-block Covariance Descriptor for a Compact Face Texture Representation: Application to Kinship Verification

    Advances in Science, Technology and Innovation (Springer Nature), pp. 39-49

2020

  1. Efficient deep discriminant embedding: Application to face beauty prediction and classification

    Engineering Applications of Artificial Intelligence, Vol. 95

  2. Image-based face beauty analysis via graph-based semi-supervised learning

    Multimedia Tools and Applications, Vol. 79, Núm. 3-4, pp. 3005-3030