ADT-ISMDDC 2026

Table of Contents

• Cover and Preface
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• Committees
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• Organizer and Partners
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• Edge-scaling softening of a universal machine-learned potential: point-defect formation energies in a coronene graphene quantum dot 1-15
  PDF 10.83095/ceurws_04300_001
  Andrii Tuzhykov , Vladimir Soloviev , Arnold Kiv , Andrii Bielinskyi
• Auditing deep learning for cardiac MRI through semantic transitions and conflict-aware production rules 16-30
  PDF 10.83095/ceurws_04300_002
  Pavlo Radiuk , Oleksander Barmak , Iurii Krak
• Statistically grounded comparison of supervised regression algorithms for magnetic ore quality prediction 31-45
  PDF 10.83095/ceurws_04300_003
  Bohdan Kiselov , Anton Senko , Serhiy Semerikov , Dennis Kuznetsov
• ST-3CRP: spatio-temporal delay- and fairness-aware cooperative caching with content request prediction in the internet of vehicles 46-59
  PDF 10.83095/ceurws_04300_004
  Abdelkrim Lamraoui , Lyamine Guezouli , Kamel Barka
• Recognition accuracy analysis of military vehicles in aerospace imagery using different neural network architectures 60-74
  PDF 10.83095/ceurws_04300_005
  Vita Kashtan , Volodymyr Hnatushenko
• Intelligent decision support system for assessing and analyzing population health risks 75-88
  PDF 10.83095/ceurws_04300_006
  Nickolay Rudnichenko , Denys Shvedov , Natalia Shibaeva , Igor Petrov
• Plant disease identification from images using machine learning algorithms 89-103
  PDF 10.83095/ceurws_04300_007
  Svitlana Antoshchuk , Tetiana Kunup , Oleg Kravchenko
• Mathematical model of Izhikevich network dynamics 104-116
  PDF 10.83095/ceurws_04300_008
  Dmitriy Klyushin , Oleksandr Maistrenko
• A distributed system-of-systems architecture for cyberphysical coordination of maritime autonomous surface ships and smart ports 117-131
  PDF 10.83095/ceurws_04300_009
  Vladimir Vychuzhanin , Alexey Vychuzhanin
• A comparative topic modeling analysis of geoscience literature using LDA and BERTopic 132-146
  PDF 10.83095/ceurws_04300_010
  Kadriye Karadeniz , Yasin Ortakcı , İsmail Rakıp Karaş
• Hyperparameter tuning and overlap-class analysis for CNN-Based ore sorting 147-161
  PDF 10.83095/ceurws_04300_011
  Dmytro Kondrashov , Ivan Muzyka , Oksana Markova , Yurii Kumchenko
• TileFusion: Efficient tiling for small object detection in high resolution aerial images 162-176
  PDF 10.83095/ceurws_04300_012
  Victor Sineglazov , Mykhailo Savchenko
• Comparative analysis of vision-language models for infrastructure damage classification: a case study of Ukraine 177-191
  PDF 10.83095/ceurws_04300_013
  Oleksii Ivanov , Kyrylo Bieliaiev , Vadym Oliinyk , Olena Arsirii
• Eight-objective hyperparameter optimization of t-SNE dimensionality reduction using cluster quality and neighborhood preservation criteria 192-206
  PDF 10.83095/ceurws_04300_014
  Vadim Romanuke , Svitlana Merinova
• Methods of using conditional generative adversarial networks to balance imbalanced samples in image recognition computer vision systems 207-220
  PDF 10.83095/ceurws_04300_015
  Kyrylo Mikhalev , Anatolii Nikolenko , Oksana Babilunha
• Anomaly detection in nonlinear sensor dynamics for intelligent monitoring 221-235
  PDF 10.83095/ceurws_04300_016
  Denys Symonov , Oleksandr Palagin , Bohdan Zaika , Yehor Symonov
• Multi-Provider RAG Architecture for Flexible Educational Chatbots 236-250
  PDF 10.83095/ceurws_04300_017
  Mariia Tiahunova , Halyna Kyrychek , Kyryll Filippenkov
• Multibranch ensemble head in vision foundation models for efficient cucumber phenological stage classification 251-262
  PDF 10.83095/ceurws_04300_018
  Kostiantyn Khabarlak
• Intelligent analysis of heterogeneous data in proactive energy management systems of smart objects 263-277
  PDF 10.83095/ceurws_04300_019
  Olena Arsirii , Vasyl Arsirii , Andrii Zasidko , Illia Krantovskyi
• Grayscale images segmentation peculiarities in multidimensional space of information features 278-292
  PDF 10.83095/ceurws_04300_020
  Lyudmila Akhmetshina , Artyom Yegorov
• Intelligent assessment of the impact of AI implementation on industrial economic resilience 293-306
  PDF 10.83095/ceurws_04300_021
  Svitlana Turlakova , Liudmyla Vasylieva
• Neural network-based discriminative feature formation and aggregation for fine-grained image classification 307-318
  PDF 10.83095/ceurws_04300_022
  Artem Kusakov , Andrii Oliinyk , Tetiana Kolpakova , Oleksii Lukovka
• Color optical computing frameworks for decision support in transport control systems 319-333
  PDF 10.83095/ceurws_04300_023
  Victor Timchenko , Vladik Kreinovich , Yuriy Kondratenko , Oleksandr Iegorov
• A multimodal mission-oriented model of hybrid control for robotic systems 334-348
  PDF 10.83095/ceurws_04300_024
  Andrii Yarmilko , Stanislav Marchenko
• BioListener: a methodological framework for precision biosignal acquisition using general-purpose ADC architecture 349-363
  PDF 10.83095/ceurws_04300_025
  Nataliya Boyko , Serhii Matsyshyn , Lyubomyr Lytvynskyy
• Method of cascaded lightweight hashing for digital twin data streams based on cryptographic message chaining to detect unauthorized data alteration 364-378
  PDF 10.83095/ceurws_04300_026
  Inna Rozlomii , Serhii Naumenko
• A video stream encryption algorithm that does not propagate errors 379-391
  PDF 10.83095/ceurws_04300_027
  Lyudmila Kovalchuk , Serhii Hilgurt , Hanna Nelasa
• Brute-Force search with equiprobable solutions as a formal complexity class and its (non-)reducibility to restricted syndrome decoding 392-406
  PDF 10.83095/ceurws_04300_028
  Yevgen Kotukh
• Hierarchical block selection of a digital image container as a source for enhancing the efficiency of a steganographic system 407-421
  PDF 10.83095/ceurws_04300_029
  Ivan Bobok , Svitlana Hryhorenko
• Comparative analysis of k6, JMeter and Postman test tools for performance API CRUD testing 422-436
  PDF 10.83095/ceurws_04300_030
  Sergii Khlamov , Mariia Mendielieva , Oleksandr Vovk , Tetiana Trunova
• Conceptual architectural model of an instructor-oriented Symbolic-to-Visual pipeline for bulk production of individualized surface flux learning materials 437-451
  PDF 10.83095/ceurws_04300_031
  Halyna Tuluchenko , Yuliia Pershyna , Vitaliy Mezhuyev
• Fractional-order modelling of texture changes and poroelastic state of irrigated soils with significant nonlocal interactions 452-464
  PDF 10.83095/ceurws_04300_032
  Vsevolod Bohaienko , Mykhailo Romashchenko , Tetiana Blagoveshchenskaya
• Wavelet features of two-dimensional images of the oculomotor system quadratic Volterra models transient characteristics for psychophysiological state assessment 465-475
  PDF 10.83095/ceurws_04300_033
  Vitaliy Pavlenko , Andrii Doroshuk
• Method for verifying the accuracy of computational implementations of dynamic system models 476-490
  PDF 10.83095/ceurws_04300_034
  Sergii Polozhaenko , Liudmyla Prokofieva , Andrii Prokofiev , Artem Savieliev
• Ensuring steganosystem robustness in the cyber-physical control loop of a maritime autonomous surface vessel as a necessary condition for its functioning 491-505
  PDF 10.83095/ceurws_04300_035
  Alla Kobozieva , Kateryna Tryfonova , Olena Lebedieva , Viktoriya Zorilo
• The error-based ranking method for evaluating the accuracy of solving problems in dynamic system modeling 506-518
  PDF 10.83095/ceurws_04300_036
  Olexandr Fomin , Viktor Speranskyy , Oleksiy Tataryn , Dmytro Filin
• Voxel-Based modeling of the effect of non-uniform fiber distribution on the elastic properties of fiber-reinforced composites 519-532
  PDF 10.83095/ceurws_04300_037
  Oleksii Vodka , Mariia Shapovalova , Serhii Misiura , Vladyslav Zhykhariev