About the Journal

The Journal of Applied Automation Technologies (JAAT) eISSN:3105-5524 is an international, peer-reviewed journal dedicated to publishing high-quality research and application-focused studies in the field of automation and intelligent systems. The journal aims to bridge the gap between theoretical innovation and practical implementation in industrial automation, smart manufacturing, and cyber-physical systems.

JAAT welcomes original research articles, review papers, case studies, and technical reports that address cutting-edge developments and real-world challenges in the design, integration, and deployment of automation technologies. The journal serves as a platform for academic researchers, engineers, and industry professionals to share advances that drive automation-enabled productivity, flexibility, and intelligence.

Current Issue

Vol. 4 (2026)
View Vol. 4 (2026)
Published: 2026-01-02

Articles

  • Context-Aware Cascade RCNN for Robust Pedestrian Detection in Complex Urban Environments

    Hana Hájek, Adéla Svoboda
    1-13
    DOI: https://doi.org/10.64972/jaat.2026v4.106

  • Real-Time Semantic Segmentation for Autonomous Driving Based on Swin Transformer

    Sophia Koch, Jakob Bauer, Jonas Fischer
    14-27
    DOI: https://doi.org/10.64972/jaat.2026v4.107

  • Automatic Scientific Literature Text Summarization Based on GPT-4

    Rajesh Joshi, Manoj Iyer, Rakesh Verma, Chunbo Lin
    28-41
    DOI: https://doi.org/10.64972/jaat.2026v4.108

  • Parallax-Aware Urban Road Scene Segmentation Based on DeepLabv3+

    Izabela Rutkowski
    42-56
    DOI: https://doi.org/10.64972/jaat.2026v4.109

  • Adaptive Nonlinear Model Predictive Control for Soft Robotics Applications

    Andrzej Zielinski, Dorota Urban
    57-70
    DOI: https://doi.org/10.64972/jaat.2026v4.111

  • Integration and Application of 5G Ultra-Reliable and Low-Latency Communications in Networked Control Systems for Intelligent Factories

    Jakub Grzegorz Zieliński, Damian Piotr Dąbrowski
    71-84
    DOI: https://doi.org/10.64972/jaat.2026v4.112

  • Automated Classification and Fiber Recovery Process Redesign for Waste Textiles Based on Computer Vision Sorting Algorithms

    Bartosz Dabrowski
    85-98
    DOI: https://doi.org/10.64972/jaat.2026v4.113

  • Application of an Improved Kalman Filter in Non-Gaussian Noise Sensor Signal Acquisition

    Panagiotis Christodoulou, Anastasios Ioannidis, Stavros Tsiolis
    99-111
    DOI: https://doi.org/10.64972/jaat.2026v4.114

  • RoBERTa-Based Sentiment Mining for Engineering Technical Reports

    Piotr Aleksander Kamiński, Natalia Joanna Dąbrowska, Anna Maria Nowicka, Natalia Woźniak
    112-124
    DOI: https://doi.org/10.64972/jaat.2026v4.115

  • Defect Recognition Method for Automated Optical Inspection Systems Based on Generative Adversarial Networks

    Michał Tomasz Dąbrowski, Magdalena Król
    125-138
    DOI: https://doi.org/10.64972/jaat.2026v4.117

  • Neural Radiance Fields (NeRF) for Dynamic Lighting Effects and Real-Time Rendering Optimization in Virtual Fashion Show Garment Design

    Agnieszka Julia Jankowska, Monika Elżbieta Chmielewska
    139-151
    DOI: https://doi.org/10.64972/jaat.2026v4.120p139-151

  • Multi-Source Environmental Data Flood Forecasting System Based on ConvLSTM Networks

    Adéla Svoboda
    152-165
    DOI: https://doi.org/10.64972/jaat.2026v4.121p152-165

  • Vision-Based Grasping for Industrial Robots Guided by Deep Q-Networks

    Emilia Zdzisława Dąbrowska, Karolina Alicja Bąk, Paweł Jankowski, Aleksandra Król
    166-178
    DOI: https://doi.org/10.64972/jaat.2026v4.123p166-178

  • Application of Differential Privacy-Enhanced FedAvg Algorithm in Medical Sensor Data Processing

    Michał Adam Kaczmarek
    179-192
    DOI: https://doi.org/10.64972/jaat.2026v4.126p179-192

  • GraphSAGE-Enhanced Security Authentication Protocol for Internet of Things(loT) Devices

    Abdullah Al Nahyan, Saeed Al Maktoum, Ayesha Al Mansouri
    15e:193-206
    DOI: https://doi.org/10.64972/jaat.2026v4.127p15e:193-206

  • Robust Visual Product Matching in Intelligent Warehouses via Siamese Networks and Adaptive Data Augmentation

    Mohamed Al Khalifa, Aziza Al Romaithi
    16e:207-219
    DOI: https://doi.org/10.64972/jaat.2026v4.128pe16:207-219

  • Real-Time Defect Detection in Intelligent Manufacturing Systems Based on YOLOv8

    Alessio Moretti, Luca Ferrari
    17e:220-233
    DOI: https://doi.org/10.64972/jaat.2026v4.132p17e:220-233

  • Real-Time Object Detection Deployment of YOLOv7-Tiny for Onboard UAV Applications

    Giorgos Katsaros, Georgios Papadopoulos, Katerina Papageorgiou, Dimitris Nikolaidis
    18e:234-248
    DOI: https://doi.org/10.64972/jaat.2026v4.133p18e:234-248

  • Lightweight PhiNet-Based Neural Network for Image Classification on Edge Devices

    Aleksandra Danuta Król
    19e:249-261
    DOI: https://doi.org/10.64972/jaat.2026v4.135p19e:249-261

  • A Security Analysis Method for Access Control Graphs Based on DeepWalk Node Embedding

    Cristian Radu, Elena Constantin, Maria Dragomir
    20e:262-275
    DOI: https://doi.org/10.64972/jaat.2026v4.136p20e:262-275

  • High-Resolution Multi-Level Feature Fusion Network for Robust Facial Landmark Detection

    Julia Magdalena Kozłowska, Dawid Jerzy Chmielewski, Patryk Waldemar Mazurek
    21e:276-289
    DOI: https://doi.org/10.64972/jaat.2026v4.137p21e:276-289

  • Dual-Domain Denoising Transformer for Precise Anti-Jamming Signal Reconstruction

    Raluca Preda, Bianca Ionescu, Simona Marin
    22e:290-302
    DOI: https://doi.org/10.64972/jaat.2026v4.138p22e:290-302

  • Adaptive Honeypot Deployment in Software-Defined Networks Based on Deep Q-Learning

    Aleksandar Popović, Jelena Simić
    23e:303-316
    DOI: https://doi.org/10.64972/jaat.2026v4.145p23e:303-316

  • Transformer-Based Security Anomaly Detection for Wireless Sensor Networks

    Sara Kovačević, Milena Đorđević, Dunja Gajić
    24e:317-330
    DOI: https://doi.org/10.64972/jaat.2026v4.146p24e:317-330

  • Real-Time Assembly Line Balancing Optimization Based on Deep Reinforcement Learning

    Franciszka Joanna Truskolaska, Zuzanna Czesława Latocha
    25e:331-345
    DOI: https://doi.org/10.64972/jaat.2026v4.187p25e:331-345
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