Vol. 2 (2024)

View Vol. 2 (2024)
Published: 2024-01-03

Review Articles

Articles

  • Modified Faster R-CNN with Adaptive Feature Extraction for Fully Visual Autonomous UAV Power Line Patrol

    Liliana Kaliszowa, Sabina Franciszka Gola
    11e:149-162
    DOI: https://doi.org/10.64972/jaat.2024v2.255p11e:149-162

  • Occlusion-Robust Cross-Modal 3D Human Pose Estimation via Adaptive RGB-D Fusion and Hierarchical Graph Reasoning

    İlknur Mağden, Gülcan Kahraman, Nuran Şahbaz
    10e:138-148
    DOI: https://doi.org/10.64972/jaat.2024v2.254p10e:138-148

  • Camera-LiDAR Sensor Fusion Transformer for Robust Real-Time Semantic Segmentation in Autonomous Driving Scenes

    Hrvoj Kovačev, Lovro Žugaj, Valentina Živković
    7e:88-100
    DOI: https://doi.org/10.64972/jaat.2024v2.251p7e:88-100

  • Multi-Scale Compact Convolution and Attention-Guided Feature Augmentation: An Efficient Lightweight Network for Real-Time Satellite Image Classification

    Alexandru Marin, Florentin Botez
    8e:101-117
    DOI: https://doi.org/10.64972/jaat.2024v2.252p8e:101-117

  • Self-Adaptive Feature Engineering Driven Deep Learning Model for Telecom Churn Prediction

    Sławomir Bronisław Herdzik, Seweryn Grzelak, Michał Dąbrowski
    6e:72-87
    DOI: https://doi.org/10.64972/jaat.2024v2.250p6e:72-87

  • Multi-Agent Reinforcement Learning Framework for Intelligent Traffic Signal Optimization in Urban Transportation Systems

    Ferdinand Šejna, Arnošt Čapek
    5e:57-71
    DOI: https://doi.org/10.64972/jaat.2024v2.249p5e:57-71

  • Scalable Predictive Maintenance Model for Manufacturing Systems Based on Recurrent Neural Networks

    Nikolaos Nikolaidis, Manolis Frangos, Kostas Oikonomou
    4e:43-56
    DOI: https://doi.org/10.64972/jaat.2024v2.248p4e:43-56

  • Adversarially-Trained RoBERTa for Robust Technical Term Recognition in Scientific and Engineering Documents

    Piotr Aleksander Kamiński, Anna Maria Nowicka, Natalia Joanna Dąbrowska, Natalia Woźniak
    3e:29-42
    DOI: https://doi.org/10.64972/jaat.2024v2.131p3e:29-42

  • GCN-Enhanced Multi-Object Tracking for Video Surveillance: Adaptive Spatial-Temporal Graph Convolutional Modeling

    Agnieszka Szymanski, Weronika Czarnecki
    2e:15-28
    DOI: https://doi.org/10.64972/jaat.2024v2.130p2e:15-28

  • Variational Autoencoder-Based Detection of Covert Channels in Smart Grid Communications

    Dana Al Shamsi, Zayed Al Mansoor, Omar Al Zayed
    1e:1-14
    DOI: https://doi.org/10.64972/jaat.2024v2.129p1e:1-14