Vol. 4 (2026)

View Vol. 4 (2026)
Published: 2026-01-05

Articles

  • Secure Routing in Software-Defined Networks via Proximal Policy Optimization-Based Deep Reinforcement Learning

    Artur Kaczmarek
    1-13
    DOI: https://doi.org/10.64972/jiic.2026v4.110p1-13

  • Semantic Segmentation of Urban Street Scenes Based on Improved DeepLabv3+

    Izabela Rutkowski
    14-25
    DOI: https://doi.org/10.64972/jiic.2026v4.118p14-25

  • XLNet-based Self-supervised Pretraining Method for Patent Text Classification

    Filip Lis, Izabela Rutkowski
    3s:26-38
    DOI: https://doi.org/10.64972/jiic.2026v4.139p1s:26-38

  • Engineering Knowledge Graph Construction from Technical Documents via OpenIE and T5-driven Hybrid Extraction

    Marko Babić, Stjepan Vuković, Ante Radić
    4s:39-52
    DOI: https://doi.org/10.64972/jiic.2026v4.140p4s:39-52

  • Multidisciplinary Scientific Document Classification Based on Heterogeneous Graph Neural Networks

    Ivan Horvat, Marija Novak
    5s:53-66
    DOI: https://doi.org/10.64972/jiic.2026v4.141p5s:53-66

  • Biomedical Article Abstract Generation Based on the BART Seq2Seq Model

    Bence Kovács, Zsófia Szabó, Dávid Tóth
    6s:67-79
    DOI: https://doi.org/10.64972/jiic.2026v4.142p6s:67-79

  • Dual-Encoder BERT Approach for Cross-Domain Scientific Literature Retrieval

    Marko Jovanović, Jelena Nikolić, Aleksandar Popović, Dušan Đorđević
    7s:80-93
    DOI: https://doi.org/10.64972/jiic.2026v4.143p7s:80-93

  • Automatic Title Generation for Materials Science Literature Based on Pointer-Generator Network

    Tamara Blagojević, Dragan Vasiljević, Nina Radojičić
    8s:94-107
    DOI: https://doi.org/10.64972/jiic.2026v4.144p8s:94-107

  • Automated Code Documentation Generation via Enhanced Transformer-XL Architectures

    Karol Zając, Mariusz Sowa, Patryk Kubiak
    9s:108-122
    DOI: https://doi.org/10.64972/jiic.2026v4.176p9s:108-122

  • Unsupervised Keyword Extraction from Technical Papers via Integrated Text Rank and BERT for Enhanced Domain Adaptivity

    Marcin Kaczor, Zbigniew Malinowski
    10s:123-135
    DOI: https://doi.org/10.64972/jiic.2026v4.177p10s:123-135

  • Spatio-Temporal Gated Recurrent Unit (ST-GRU) Model for High-Fidelity Meteorological Video Forecasting

    Patryk Kubiak
    11s:136-149
    DOI: https://doi.org/10.64972/jiic.2026v4.178p11s:136-149

  • Vision Transformer-Based High-Resolution Satellite Road Extraction: Architecture and Performance Evaluation

    Jerzy Baran, Konrad Pietrzak, Łukasz Gajda
    12s:151-163
    DOI: https://doi.org/10.64972/jiic.2026v4.179p12s:151-163

  • Capsule Network Approach for Robust Encrypted Traffic Detection and Interpretability in Complex Network Environments

    Jerzy Baran, Łukasz Gajda, Konrad Pietrzak
    13s:164-177
    DOI: https://doi.org/10.64972/jiic.2026v4.186p13s:164-177

  • ST-GCN-Based Framework for Anomalous User Behavior Detection at Enterprise Gateways: Theory, Algorithms, and Large-Scale Validation

    Adam Hájek, Matěj Černý, Adéla Černá
    14s:178-189
    DOI: https://doi.org/10.64972/jiic.2026v4.188p14s:178-189