Abstract is missing.
- Explainable artificial intelligence foundations for web-based sea ice extent forecasting systemTetiana Hovorushchenko, Olga Pavlova, Vitalii Alekseiko, Oleg Voichur, Valeriia Shvaiko, Artem Boyarchuk. 1-14 [doi]
- CNNs are explainable domain-specific visual embeddersZakhar Ostrovsky, Andrii Biloshchytskyi, Dmytro Uhryn. 15-27 [doi]
- Neural network detection of digital fatigue and burnout with interpretable thematic segmentationOlexander Mazurets, Roman Vit, Maryna Molchanova, Olena Sobko, Adam Wierzbicki, Dmytro Chumachenko. 28-37 [doi]
- An explainable artificial intelligence approach for detecting network attacksDmytro Tymoshchuk, Andriy Sverstiuk, Yurii Klots, Nataliia Petliak, Vira Titova. 38-51 [doi]
- A method for synthesising system architecture for IT infrastructure resistant to social engineering attacksSergii Lysenko, Oleksandr Bokhonko, Tomas Sochor, Olha Atamaniuk, Nadiia Lysenko, Jiri Balej. 52-66 [doi]
- Linear ensemble model with winner-takes-all aggregation strategy for improved small data classificationIvan Izonin, Roman Tkachenko, Serhii Chesanov, Yaroslav Tolstyak, Myroslav Stupnytskyi. 67-77 [doi]
- An approach to identifying functional and non-functional requirements in IT-project management using deep learning modelsRuslan Bahrii, Tetiana Skrypnyk, Bohdan Romanov, Elena Zaitseva, Houda El Bouhissi, Volodymyr Lytvynenko. 78-91 [doi]
- AutoML PyCaret and SHAP explainable AI for ECG signal classification based on amplitude variabilityDmytro Tymoshchuk, Iryna Didych, Andriy Sverstiuk, Lyubomyr Mosiy, Yuri Palianytsia. 92-106 [doi]
- A method for detecting intestinal thrombosis based on a hybrid approach using grey wolf optimization and a genetic algorithmLyubomyr Chyrun, Dmytro Uhryn, Yuriy Ushenko, Oleksii Iliuk, Yuriy Masikevych. 107-116 [doi]
- A benchmark methodology for urban traffic pattern clustering using SUMO-based expert-verified ground truthVitaliy Pavlyshyn, Eduard Manziuk, Adnène Arbi, Nebojsa Bacanin, Iurii Krak. 117-129 [doi]
- Knowledge engineering information technology for cultural-educational scenarios based on RAGKhrystyna Lipianina-Honcharenko, Nazar Melnyk, Myroslav Komar, Pavlo Bykovyy, Khrystyna Yurkiv. 130-141 [doi]
- Vision transformers transfer learning for smoking detection in public spaces with transparent AI decisionsOlexander Mazurets, Maryna Molchanova, Olha Zalutska, Ihor Kok, Vitaly G. Levashenko, Abdel-Badeeh M. Salem. 142-152 [doi]
- An approach to matching satellite and UAV images for visual place recognition using color normalization and YOLOVolodymyr Vozniak, Yuriy Ushenko, Orken Mamyrbayev. 153-167 [doi]
- Verifiable by construction: Evidence-anchored LLMs for explainable fake news detectionAndrii Shupta, Pavlo Radiuk, Miroslav Kvassay, Piotr Gaj. 168-182 [doi]
- Hierarchical neural network model for identifying similar objects in drone imagesDmytro Borovyk, Oleksander Barmak, Pawel Komada, Sergii Babichev. 183-195 [doi]