Vol. 5 No. 1 (2026)

View Vol. 5 No. 1 (2026)
Published: 2026-01-01

Articles

  • Botnet Traffic Detection in the Internet of Things Based on Graph Convolutional Networks

    Tareq Al Fares, Waleed Al Masri, Hussam Al Salem
    12d:161-173
    DOI: https://doi.org/10.64972/dea.2026.v5i1.17012d:161-173

  • Skeleton-Based Action Recognition Method Using Spatial-Temporal Graph Convolutional Networks

    Mehmet Kaya, Gül Yıldız, Can Özcan
    11d:147-160
    DOI: https://doi.org/10.64972/dea.2026.v5i1.16911d:147-160

  • Time Series Prediction of Equipment Downtime in Smart Factories Based on Long Short-Term Memory Networks

    Damian Piotr Dąbrowski, Jakub Grzegorz Zieliński
    10d:130-146
    DOI: https://doi.org/10.64972/dea.2026.v5i1.16810d:130-146

  • Complex Scenario Wildlife Detection Based on Improved Faster R-CNN and Feature Pyramid Networks

    Hana Hájek, Adéla Svoboda
    9d:114-129
    DOI: https://doi.org/10.64972/dea.2026.v5i1.1679d:114-129

  • Real-Time Surface Quality Assessment Using Patch-level Attention ResNet

    Magdalena Król, Michał Tomasz Dąbrowski
    8d:101-113
    DOI: https://doi.org/10.64972/dea.2026.v5i1.1668d:101-113

  • GRCNN: A Gated Recurrent Convolutional Neural Network for Robust Temporal-Spatial Video Anomaly Detection

    Matěj Černý, Adam Hájek, Adéla Černá
    7d:87-100
    DOI: https://doi.org/10.64972/dea.2026.v5i1.1657d:87-100

  • Instance Segmentation and Yield Estimation for Orchards Based on Enhanced Deep Learning and Multi-Scale Feature Fusion

    Kateřina Svobodová, Natálie Králová
    6d:74-86
    DOI: https://doi.org/10.64972/dea.2026.v5i1.1646d:74-86

  • Deep Learning-Based Weld Seam Quality Assessment Using a Joint ResNeXt101 and AdaBound Model

    Adrian Kwiatkowski, Natalia Gawlikowska, Konrad Mariusz Pawlak
    5d:60-72
    DOI: https://doi.org/10.64972/dea.2026.v5i1.1635d:60-72

  • CLIP-Based Approach for Zero-Shot Visual Recognition in Industrial Assembly Scenarios

    Sylwia Katarzyna Lisowska
    4d:46-59
    DOI: https://doi.org/10.64972/dea.2026.v5i1.1624d:46-59

  • LSTM-CNN Hybrid Model for High-Dimensional Load Forecasting in Smart Grids

    Lena Majewska, Beata Kubicka
    3d:30-45
    DOI: https://doi.org/10.64972/dea.2026.v5i1.1613d:30-45

  • Attention-Enhanced Bidirectional LSTM for Intelligent Insider Threat Detection in Enterprise Networks

    Ola Joanna Wrona, Zosia Malinowska
    2d:15-29
    DOI: https://doi.org/10.64972/dea.2026.v5i1.1602d:15-29

  • Pedestrian Pavement Crack Detection Method Based on DeepLabv3-DRN Fusion

    Paweł Jakub Kowalski, Michał Bartosz Szymański, Aleksander Wójcik, Tomasz Wiśniewski
    1d:1-14
    DOI: https://doi.org/10.64972/dea.2026.v5i1.1591d:1-14