Vol. 4 No. 1 (2025)

View Vol. 4 No. 1 (2025)
Published: 2025-01-02

Articles

  • Distributed Graph Neural Networks for Large-scale Social Network Data Analysis

    Arkadiusz Sadowski
    11d:142-156
    DOI: https://doi.org/10.64972/dea.2025.v4i1.19511d:142-156

  • Application of Enhanced Gradient Boosting Algorithms in Large-Scale Time Series Anomaly Detection

    Błażej Kornel Kania, Wioletta Gajewska
    10d:127-141
    DOI: https://doi.org/10.64972/dea.2025.v4i1.19410d:127-141

  • Optimization of Real-Time Big Data Stream Processing Systems Based on Deep Reinforcement Learning

    Mariusz Ostrowski, Jarosław Bąk, Seweryn Sokołowski
    9d:113-126
    DOI: https://doi.org/10.64972/dea.2025.v4i1.1939d:113-126

  • A Hybrid Data Association Method for Multi-Sensor SLAM

    Cyprian Malinowski
    8d:98-112
    DOI: https://doi.org/10.64972/dea.2025.v4i1.1928d:98-112

  • Sensor Fusion Data Noise Suppression Technology Based on Generative Adversarial Networks

    Jarosław Stępień, Hugo Urbanowicz
    7d:84-97
    DOI: https://doi.org/10.64972/dea.2025.v4i1.1917d:84-97

  • Hierarchical Multimodal Data Fusion for Robust Real-Time Perception in Dynamic Sensor-Driven Environments

    Szymon Wójcik, Kacper Kaczmarek
    d6:68-83
    DOI: https://doi.org/10.64972/dea.2025.v4i1.190d6:68-83

  • Anomaly Detection in Incomplete BIM Models Based on Contrastive Learning

    Damian Wisniewski, Aleksandra Wojcik
    68-82
    DOI: https://doi.org/10.64972/dea.2025.v3i1.81

  • Application of Parallelized Graph Neural Networks in Predicting Molecular Properties from Large-Scale Chemical Databases

    Piotr Tomaszewski, Adam Wojcik
    54-67
    DOI: https://doi.org/10.64972/dea.2025.v3i1.68

  • Accelerating Quantum Chemistry Simulations Using GPU-Optimized Deep Reinforcement Learning Algorithms

    Marek Zielinski
    40-53
    DOI: https://doi.org/10.64972/dea.2025.v3i1.67

Review Articles

  • Data-Driven Generative Adversarial Networks for Music Composition: Models, Data Representation, and Application

    Dorota Urban, Joanna Tomaszewski, Emilia Wisniewski
    20-39
    DOI: https://doi.org/10.64972/dea.2025.v3i1.33

  • Automated Essay Scoring via NLP: System Architectures, Feature Engineering, and Evaluation Metrics

    Kinga Wojcik
    1-19
    DOI: https://doi.org/10.64972/dea.2025.v3i1.32