Vol. 1 (2023)

View Vol. 1 (2023)
Published: 2023-01-07

Articles

  • Ultra-Low-Power Vibration Anomaly Detection Spiking Neural Network Model for IoT Sensors

    Sylwia Majchrzak, Teresa Nowicka, Wioletta Gajewska
    30e:404-416
    DOI: https://doi.org/10.64972/jaat.2023v1.321p30e:404-416

  • Yield Drift Prediction in Wafer Lithography Using a TabTransformer-CatBoost Hybrid Model

    Agnieszka Agata Filipek, Patrycja Homa
    29e:389-403
    DOI: https://doi.org/10.64972/jaat.2023v1.320p29e:389-403

  • Boundary-Refined DeepLabV3+ for Short- and Medium-Term Load Forecasting in Regional Power Grids

    Lena Majewska, Beata Kubicka
    28e:375-388
    DOI: https://doi.org/10.64972/jaat.2023v1.315p28e:375-388

  • Improving Autonomous Driving Performance through Risk-Constrained Adaptive Reinforcement Learning

    Juliusz Ignasiak
    27e:361-374
    DOI: https://doi.org/10.64972/jaat.2023v1.314p27e:361-374

  • Biologically Inspired Edge Detection for Autonomous Driving Based on Improved Canny Algorithm and Human Visual Threshold Modeling

    Franciszka Gola, Czesława Dmochowska, Katarzyna Gajewska
    26e:349-360
    DOI: https://doi.org/10.64972/jaat.2023v1.313p26e:349-360

  • Multi-Level Quantum Error Correction in Scalable Quantum Computing Architectures

    Beatrice Moretti, Matilde Parisi, Camilla Pozzi
    24e:320-334
    DOI: https://doi.org/10.64972/jaat.2023v1.311p24e:320-334

  • Real-Time Vehicle Re-Identification Method in Intelligent Transportation Environments Based on Siamese Network

    Horia Georgescu, Ionuț Horvath
    23e:307-319
    DOI: https://doi.org/10.64972/jaat.2023v1.309p23e:307-319

  • Autonomous Driving Path Planning Under Adverse Weather Based on Generative Adversarial Networks

    Sabina Walczak, Patrycja Ostrowska, Lidia Wójcikowa
    22e:294-306
    DOI: https://doi.org/10.64972/jaat.2023v1.308p22e:294-306

  • Federated Model Training Method for Distributed IoT Terminals Based on Privacy-Preserving FedAvg

    Osman Şahin, Hasan Yıldız, Enver Hacıoğlu
    21e:281-293
    DOI: https://doi.org/10.64972/jaat.2023v1.307p21e:281-293

  • Improved Fault Diagnosis of Legged Robot Actuators Based on Feature Interaction-Aware LightGBM

    Hanna Natasza Kostecka, Anna Kamila Jaworska, Remigiusz Pajor
    20e:269-280
    DOI: https://doi.org/10.64972/jaat.2023v1.306p20e:269-280

  • Improved Equipment Fault Prediction for Smart Building IoT Systems Based on Topology-Aware GNN

    Weronika Czarnecki, Agnieszka Szymanski
    19e:255-268
    DOI: https://doi.org/10.64972/jaat.2023v1.305p19e:255-268

  • Quantum Gradient Descent in Neural Network Training Optimization

    Zacharias Rallis, Kyriakos Vougiouklis
    18e:242-254
    DOI: https://doi.org/10.64972/jaat.2023v1.304p18e:242-254

  • Communication Anomaly Behavior Detection Method for Internet of Vehicles Based on Long-Context Mamba

    Leon Stasiak, Urszula Królowa, Irena Patrycja Kotowska
    17e:228-241
    DOI: https://doi.org/10.64972/jaat.2023v1.303p17e:228-241

  • State-Space Refined Kalman Filter Model for Battery State-of-Health Estimation in Energy Storage Power Stations

    Adam Kacper Dmochowski, Ludwik Kostecki
    16e:213-227
    DOI: https://doi.org/10.64972/jaat.2023v1.302p16e:213-227

  • A Dilated Residual TCN Model for Fruit Quality Grading in Hyperspectral Images

    Tihomir Gojković, Dragiša Petković, Živojin Janković
    15e:200-212
    DOI: https://doi.org/10.64972/jaat.2023v1.301p15e:200-212

  • Explainable Artificial Intelligence for Autonomous Driving: A Study on Transparency in Deep Neural Networks

    Lidia Kaczmarowa, Oliwia Barbara Budzyńska
    14e:186-199
    DOI: https://doi.org/10.64972/jaat.2023v1.300p14e:186-199

  • Small-Object-Enhanced YOLOv8 for Crop Disease Detection in Greenhouse Vegetable Images

    Milorad Vlahović, Gojko Vasiljev
    13e:171-185
    DOI: https://doi.org/10.64972/jaat.2023v1.298p13e:171-185

  • A Bayesian-Optimized XGBoost Method for Ship Detection in SAR Images

    Umberto Pellegrini, Alberto Esposito, Rocco Iannone
    12e:160-170
    DOI: https://doi.org/10.64972/jaat.2023v1.297p12e:160-170

  • Adaptive State-Space Kalman Filter Model for Tunnel Deformation Prediction

    Hamdan Al-Suwaidi, Zainab Al-Zaabi, Amal Al-Hashimi, Mishaala Al-Tunaiji
    11e:148-159
    DOI: https://doi.org/10.64972/jaat.2023v1.293p11e:148-159

  • Multi-Level Quantum Error Correction in Scalable Quantum Computing Architectures

    Stefan Grzegorz Kuc, Miłosz Barański
    10e:134-147
    DOI: https://doi.org/10.64972/jaat.2023v1.288p10e:134-147

  • Real-Time Traffic Accident Risk Assessment Based on Multimodal Sensor Data Fusion

    Nikodem Baran, Mateusz Robert Cichy
    9e:118-133
    DOI: https://doi.org/10.64972/jaat.2023v1.287p9e:118-133

  • Long-Sequence Informer Model for Offshore Wind Turbine Fault Diagnosis Using Marine Monitoring Data

    Ladislav Drápal, Adéla Svoboda
    8e:103-117
    DOI: https://doi.org/10.64972/jaat.2023v1.286p8e:103-117

  • ConvLSTM-Based Pedestrian Flow Prediction for Intelligent Transportation Systems

    Norbert Paweł Konopka
    7e:89-102
    DOI: https://doi.org/10.64972/jaat.2023v1.285p7e:89-102

  • A New Technical Framework for Safe and Efficient Left Turns in Autonomous Driving

    Patrycja Ostrowska, Sabina Walczak, Lidia Wójcikowa
    6e:76-88
    DOI: https://doi.org/10.64972/jaat.2023v1.284p6e:76-88

  • Application of Large-Scale Subgraph Matching Algorithms in Natural Language Processing

    Edmund Kapuściński, Marcel Barczyk
    5e:62-75
    DOI: https://doi.org/10.64972/jaat.2023v1.283p5e:62-75

  • AI-Enabled Adaptive Cruise Control for Energy Optimization in Autonomous Highway Driving

    Kacper Dmochowski, Eryk Gierak
    4e:48-61
    DOI: https://doi.org/10.64972/jaat.2023v1.282p4e:48-61

  • Dilated Residual TCN Model for Crop Yield Prediction Using Multi-Source Farmland Sensors

    Gabriel Láska, Natálie Králová, Kateřina Svobodová
    3e:34-47
    DOI: https://doi.org/10.64972/jaat.2023v1.281p3e:34-47

  • Application of Cloud-Based Real-Time Data Processing in Automated Traffic Management Systems

    Grażyna Grabiec, Sławomir Cyra, Jarosław Bogdan Kalisz
    2e:21-33
    DOI: https://doi.org/10.64972/jaat.2023v1.280p2e:21-33

Review Articles

  • Reinforcement Learning Models for Optimizing Emergency Resource Dispatch Strategies: A Review

    Bartosz Dabrowski, Rafa Walczak
    1-20
    DOI: https://doi.org/10.64972/jaat.2023v1.31