Vol. 3 (2025)

View Vol. 3 (2025)
Published: 2025-01-03

Articles

  • Key Technologies for Predictive Maintenance of General Aviation Aircraft Based on Digital Twin and Physics-Data Fusion

    Tao Li, Xiuzhi Li
    45e:618-622
    DOI: https://doi.org/10.64972/jaat.2025v3.69

  • Application of Quantum Reinforcement Learning in Autonomous Unmanned Aerial Vehicle Navigation

    Veljko Perić, Milan Živković
    44e:604-617
    DOI: https://doi.org/10.64972/jaat.2025v3.240p44e:604-617

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

    Janusz Barák, Tobias Fiala, Josef Veselý
    43e:589-603
    DOI: https://doi.org/10.64972/jaat.2025v3.239p43e:589-603

  • Multi-Sensor Framework for Real-Time 3D Reconstruction in Robotic Applications

    Wiktor Marcin Kujawa, Julia Janczakowa
    42e:577-588
    DOI: https://doi.org/10.64972/jaat.2025v3.238p42e:577-588

  • Application of Deep Learning for Improving SLAM Algorithms in Autonomous Vehicles under Dynamic Scenarios

    Kamil Budzyński, Grzegorz Adrian Dziuba
    41e:561-576
    DOI: https://doi.org/10.64972/jaat.2025v3.237p41e:561-576

  • Quantum Random Walk-Enhanced Framework for Social Network Analysis

    Weronika Iga Halikowa, Norbert Głębocki
    40e:547-560
    DOI: https://doi.org/10.64972/jaat.2025v3.236p40e:547-560

  • Noise-Aware Variational Quantum Algorithms for Robotics Optimization Problems

    Marta Kochanowa, Jadwiga Herdzikowa, Celina Dembowska
    39e:532-546
    DOI: https://doi.org/10.64972/jaat.2025v3.235p39e:532-546

  • Application of Adiabatic Quantum Computing in Power Grid Optimization

    Halina Grzelakowa, Felicja Oliwia Konopka
    38e:517-531
    DOI: https://doi.org/10.64972/jaat.2025v3.234p38e:517-531

  • Semi-supervised Transfer Learning Method for Anomaly Detection in Industrial Sensors

    Rafał Dawid Kosior, Lucyna Kamińska
    37e:503-516
    DOI: https://doi.org/10.64972/jaat.2025v3.233p37e:503-516

  • Robust Multi-Sensor Fusion for Perception in Harsh Weather Conditions

    Adrian Dziuba, Feliks Karpiński, Henryk Kasprzak
    36e:489-502
    DOI: https://doi.org/10.64972/jaat.2025v3.232p36e:489-502

  • A Novel Variational Quantum Algorithm for Solving High-Dimensional Partial Differential Equations in Climate Modeling

    Marcin Eryk Gierak, Henryk Kasprzak, Feliks Karpiński
    35e:476-488
    DOI: https://doi.org/10.64972/jaat.2025v3.231p35e:476-488

  • Federated Spatiotemporal Deep Learning for Privacy-Preserving Urban Traffic Flow Prediction

    Sławomir Cyra, Jarosław Bogdan Kalisz
    34e:461-475
    DOI: https://doi.org/10.64972/jaat.2025v3.230p34e:461-475

  • Robust Adversarial Training for Network Traffic Classification: A ResNet-Based Approach with Protocol-Aware Perturbation

    Mikołaj Kochan, Czesław Kamiński
    33e:447-460
    DOI: https://doi.org/10.64972/jaat.2025v3.228p33e:447-460

  • Quantum-Inspired Evolutionary Algorithm for Multi-Objective Resource Allocation

    Aleksander Mirosław Lalak, Jacek Kijewski
    32e:434-446
    DOI: https://doi.org/10.64972/jaat.2025v3.227p32e:434-446

  • Dynamic Path Optimization for Intelligent GPS Systems Based on a Hybrid Evolutionary Algorithm

    Bogna Cyrowa, Kinga Jurowa, Grażyna Marianna Kos
    31e:420-433
    DOI: https://doi.org/10.64972/jaat.2025v3.226p31e:420-433

  • Interpretable Deep Learning Framework for Transparent Multi-Sensor Perception

    Joanna Truskolaska, Ewa Iga Niedźwiedź
    30e:405-419
    DOI: https://doi.org/10.64972/jaat.2025v3.218p30e:405-419

  • Real-Time Edge Computing Framework for IIoT-Driven Industrial Automation

    Grzegorz Gnat, Urszula Fąfara
    29e:392-404
    DOI: https://doi.org/10.64972/jaat.2025v3.217p29e:392-404

  • Multi-Sensor Fusion-Based Lane Detection Using Convolutional Neural Networks

    Szymon Sadlak, Walerian Wąsik, Cyryl Borowski
    28e:376-391
    DOI: https://doi.org/10.64972/jaat.2025v3.216p28e:376-391

  • A Lightweight Distilled RoBERTa Framework for High-Performance Technical Keyword Extraction

    Maksymilian Mędrek
    27e:362-375
    DOI: https://doi.org/10.64972/jaat.2025v3.215p27e:362-375

  • End-to-End Deep Reinforcement Learning Approach for Urban Autonomous Driving Path Planning

    Zuzanna Domańska, Franciszka Kaczorowska, Miron Laskowski
    26e:348-361
    DOI: https://doi.org/10.64972/jaat.2025v3.214p26e:348-361

  • Multi-Sensor Fusion of Thermal and Visible Cameras for UAV Navigation Target Recognition Applications

    Xawery Zaleśny, Bogusław Antczak
    25e:335-347
    DOI: https://doi.org/10.64972/jaat.2025v3.213p25e:335-347

  • Real-Time Fault Diagnosis of Mechanical Systems Based on Convolutional Neural Networks

    Tadeusz Truskolaski
    24e:322-334
    DOI: https://doi.org/10.64972/jaat.2025v3.212p24e:322-334

  • A Novel Deep Learning Approach for Multi-Sensor Fusion in Autonomous Vehicle Perception

    Paulina Patrycja Królowa, Patryk Pacholski, Oliwier Orzechowski
    23e:308-321
    DOI: https://doi.org/10.64972/jaat.2025v3.211p23e:308-321

  • Multi-Sensor Fusion Algorithms for Autonomous Vehicles

    Violetta Mikołajczyk, Hanna Płocharska
    22e:294-307
    DOI: https://doi.org/10.64972/jaat.2025v3.209p22e:294-307

  • Multi-Sensor Fusion Techniques for Anomaly Detection in Safety-Critical Automation Systems

    Irena Borkowska, Ludmiła Pawlakowa, Natalia Wysocka
    21e:280-293
    DOI: https://doi.org/10.64972/jaat.2025v3.210p21e:280-293

  • Adaptive Multi-Sensor Fusion for Autonomous Navigation Based on Bayesian Networks: An Application-Oriented Study

    Gabriela Jarosz, Elżbieta Cybulska
    20e:267-279
    DOI: https://doi.org/10.64972/jaat.2025v3.208p20e:267-279

  • Universal Sensor Fusion Architecture for Cooperative Perception in Intelligent Connected Vehicles

    Franciszek Adrian Błaszczyk, Artur Majewski, Celina Kubiak
    19e:252-266
    DOI: https://doi.org/10.64972/jaat.2025v3.207p19e:252-266

  • Adaptive Multi-Sensor Integration for Autonomous Driving Under Complex Conditions Based on Deep Reinforcement Learning

    Nikodem Arkadiusz Brzózka, Robert Bogdan Ostrowski
    18e:234-251
    DOI: https://doi.org/10.64972/jaat.2025v3.206p18e:234-251

  • Dynamic Sensor Fusion Algorithm Enhances SLAM Performance in Unknown Environments

    Olaf Tadeusz Truskolaski, Barbara Grabowska, Eugeniusz Stępień
    17e:218-233
    DOI: https://doi.org/10.64972/jaat.2025v3.205p17e:218-233

  • Dynamic Object Detection Optimization Based on LiDAR-Camera Sensor Fusion in Urban Environments

    Alicja Franciszka Kaczorowska
    16e:203-217
    DOI: https://doi.org/10.64972/jaat.2025v3.204p16e:203-217

  • Noise Reduction in Multi-Sensor Systems Using Graph Neural Networks

    Ludmiła Antczakowa, Marianna Ciołek
    15e:188-202
    DOI: https://doi.org/10.64972/jaat.2025v3.203p15e:188-202

  • Low-Energy Distributed Sensor Networks for Real-Time Environmental Awareness

    Fryderyk Gajewski, Kornel Kania
    14e:173-187
    DOI: https://doi.org/10.64972/jaat.2025v3.202p14e:173-187

  • CRNN-Based Automated Log Anomaly Detection for Large-Scale Cloud Environments

    Urszula Teresa Nowicka, Olga Gnatowa, Marianna Ciołek
    13e:159-172
    DOI: https://doi.org/10.64972/jaat.2025v3.185p13e:159-172

  • Multi-Head Self-Attention Model for Anomaly Detection in Encrypted Network Traffic

    Waldemar Brzozowski, Ignacy Gajewski, Leonidas Kaczorowski
    12e:145-158
    DOI: https://doi.org/10.64972/jaat.2025v3.184p12e:145-158

  • Adaptive Job Shop Scheduling Based on Proximal Policy Optimization

    Edward Mazur, Stefan Kołodziej
    11e:131-144
    DOI: https://doi.org/10.64972/jaat.2025v3.183p11e:131-144

  • Reinforcement Learning-Based Self-Calibration Algorithms for Industrial Robots

    Franciszek Krawczyk
    10e:117-130
    DOI: https://doi.org/10.64972/jaat.2025v3.182p10e:117-130

  • Real-Time Hybrid Fault Monitoring Method for Electromechanical Systems Based on Autoencoders

    Dominik Jankowski, Ireneusz Kaczmarczyk, Norbert Kostecki
    9e:104-116
    DOI: https://doi.org/10.64972/jaat.2025v3.181p9e:104-116

  • Graph Neural Network-Based Cross-Domain Fault Prediction for Smart Manufacturing Systems

    Sebastian Płocharski, Robert Ostrowski
    8e:91-102
    DOI: https://doi.org/10.64972/jaat.2025v3.180p8e:91-102

  • Embedded Deployment and Optimization of Quantized YOLOv7-Tiny for UAV-Based Vehicle Counting

    Giorgos Katsaros, Katerina Papageorgiou, Dimitris Nikolaidis, Georgios Papadopoulos
    7e:76-90
    DOI: https://doi.org/10.64972/jaat.2025v3.134p7e:76-90

  • Multi-Scale Object Detection in Aerial Images Based on Cascade R-CNN

    Hana Hájek, Adéla Svoboda
    63-75
    DOI: https://doi.org/10.64972/jaat.2025v3.116

Review Articles

  • Network Intrusion Detection Model Based on Data-Driven Algorithm: A Reivew

    Ferenc Fekete, Andrea Lakatos, Anna Varga
    52-62
    DOI: https://doi.org/10.64972/jaat.2025v3.5

  • Intelligent Methods for Feature Extraction and Diagnosis of Rolling Bearing Composite Faults Based on Machine Learning: A Review

    Bartosz Dabrowski, Rafa Walczak
    39-51
    DOI: https://doi.org/10.64972/jaat.2025v3.4

  • A Review of Wind Power Prediction Methods Based on Deep Learning Algorithms

    Wojciech Krol, Filip Tomaszewski, Anna Walczak
    25-38
    DOI: https://doi.org/10.64972/jaat.2025v3.3

  • Intelligent Optimization Algorithm for Solving D2D Communication Resource Allocation in Cellular Networks: A Review

    Jakub Tomaszewski, Alicja Wisniewski, Zofia Urban, Anna Nowak
    13-24
    DOI: https://doi.org/10.64972/jaat.2025v3.2

  • Machine Learning Algorithms in Predicting College Students' Grades: A Review

    Bartlomiej Brzozka
    1-12
    DOI: https://doi.org/10.64972/jaat.2025v3.1