Talks & service
Conference contributions in 18 cities, and service to the research community, including 450+ peer reviews for journals and conferences.
Where my work was presented
One pin per city; the dark pin marks Khmelnytskyi. Also outside the map: Cambridge, MA, United States. Locations are the events’ published venues.
Contributions
2026
- Sep 2026
Auditing deep learning for cardiac MRI through semantic transitions and conflict-aware production rules
ICST-ODESA 2026 · Information Control Systems and Technologies · Odesa, Ukraine
- Sep 2026
Khmelnytskyi National University input on the Khmelnytskyi adaptive-traffic pilot
U_CAN Dresden 2026 · U_CAN Scenario Stress-Testing Workshop, TU Dresden · Dresden, Germany
- Jul 2026
Work package 4 status presentation
U_CAN L'Aquila 2026 · U_CAN consortium meeting · L'Aquila, Italy
- Apr 2026
Lead organiser and speaker
U_CAN conference 2026 · International conference "Reducing CO₂ Emissions in Ukrainian Cities: Pathways to Climate Neutrality" (Horizon Europe U_CAN) · Khmelnytskyi, Ukraine
2025
- Dec 2025
Intelligent information system for knowledge integration into artificial intelligence models
AdvAIT 2025 · 2nd International Workshop on Advanced Applied Information Technologies: AI & DSS · Khmelnytskyi, Ukraine
- Nov 2025
Verifiable by construction: Evidence-anchored LLMs for explainable fake news detection
ExplAI-2025 · 1st Workshop on Advanced AI in Explainability and Ethics for the Sustainable Development Goals · Khmelnytskyi, Ukraine
- Sep 2025
YOLO ensemble for UAV-based multispectral defect detection in wind turbine components
IDAACS 2025 · 13th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications · Gliwice, Poland
- May 2025
Establishing patterns of the urban transport flows on clustering analysis
YAISD-WS 2025 · Joint workshops AI for Environmental and Social Sustainability and AI and Interdisciplinary Innovations for Sustainable Development · Ternopil, Ukraine
- May 2025
AI-driven traffic signal control system to reduce CO₂ emissions
YAISD-WS 2025 · Joint workshops AI for Environmental and Social Sustainability and AI and Interdisciplinary Innovations for Sustainable Development · Ternopil, Ukraine
- Apr 2025
EMTKD at the edge: An adaptive multi-teacher knowledge distillation for robust cardiac MRI classification
doors 2025 · 5th Edge Computing Workshop · Zhytomyr, Ukraine
- Apr 2025
Feature computation procedure for fake news detection: An LLM-based extraction approach
IntelITSIS 2025 · 6th International Workshop on Intelligent Information Technologies & Systems of Information Security · Khmelnytskyi, Ukraine
- Apr 2025
Determining the criticality assessment of defects on wind turbine components detected by UAV sensors
IntelITSIS 2025 · 6th International Workshop on Intelligent Information Technologies & Systems of Information Security · Khmelnytskyi, Ukraine
2024
- Dec 2024
Distributed intelligent system architecture for UAV-assisted monitoring of wind energy infrastructure
AdvAIT 2024 · 1st International Workshop on Advanced Applied Information Technologies · Khmelnytskyi, Ukraine
- Nov 2024
Multi-stage segmentation and cascade classification methods for improving cardiac MRI analysis
IT&I 2024 · XI International Scientific Conference "Information Technology and Implementation" · Kyiv, Ukraine
- Oct 2024
Integration of contextual descriptors in ontology alignment for enrichment of semantic correspondence
DESSERT 2024 · 14th International Conference on Dependable Systems, Services and Technologies · Athens, Greece
- Oct 2024
Dynamic trajectory adaptation for efficient UAV inspections of wind energy units
DESSERT 2024 · 14th International Conference on Dependable Systems, Services and Technologies · Athens, Greece
- Sep 2024
Representation of trustworthiness components in AI systems: A formalized approach considering interconnections and overlap
ProfIT AI 2024 · 4th International Workshop of IT-professionals on Artificial Intelligence · Cambridge, MA, United States
- Sep 2024
Explainable artificial intelligence: Transitioning DL model decisions to user-understandable features in healthcare
ProfIT AI 2024 · 4th International Workshop of IT-professionals on Artificial Intelligence · Cambridge, MA, United States
- Jun 2024
ECG arrhythmia classification and interpretation using convolutional networks for intelligent IoT healthcare system
ICyberPhyS 2024 · 1st International Workshop on Intelligent & CyberPhysical Systems · Khmelnytskyi, Ukraine
- Jun 2024
Precision slicing for enhanced defect detection in high-resolution wind turbine blade imagery
ICyberPhyS 2024 · 1st International Workshop on Intelligent & CyberPhysical Systems · Khmelnytskyi, Ukraine
- 2024
Interpretable deep learning method for medical image diagnosis
ISDMCI 2024 · International Scientific Conference Intellectual Systems of Decision Making and Problems of Computational Intelligence · Khmelnytskyi, Ukraine
2023
- Nov 2023
Robust R-peak detection using deep learning based on integrating domain knowledge
IDDM 2023 · 6th International Conference on Informatics & Data-Driven Medicine · Bratislava, Slovakia
- Nov 2023
Myocardium segmentation using two-step deep learning with smoothed masks by Gaussian blur
IDDM 2023 · 6th International Conference on Informatics & Data-Driven Medicine · Bratislava, Slovakia
- Sep 2023
Apple detection with occlusions using modified YOLOv5-v1
IDAACS 2023 · 12th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications · Dortmund, Germany
- Mar 2023
A novel feature vector for ECG classification using deep learning
IntelITSIS 2023 · 4th International Workshop on Intelligent Information Technologies & Systems of Information Security · Khmelnytskyi, Ukraine
2022
- Nov 2022
Human-in-the-loop approach based on MRI and ECG for healthcare diagnosis
IDDM 2022 · 5th International Conference on Informatics & Data-Driven Medicine · Lyon, France
- May 2022
An ensemble machine learning approach for Twitter sentiment analysis
COLINS 2022 · 6th International Conference on Computational Linguistics and Intelligent Systems · Gliwice, Poland
- Mar 2022
Method of facial geometric feature representation for information security systems
IntelITSIS 2022 · 3rd International Workshop on Intelligent Information Technologies & Systems of Information Security · Khmelnytskyi, Ukraine
- Mar 2022
Convolutional neural network for parking slots detection
IntelITSIS 2022 · 3rd International Workshop on Intelligent Information Technologies & Systems of Information Security · Khmelnytskyi, Ukraine
2021
- Mar 2021
Detection of early pneumonia on individual CT scans with dilated convolutions
IntelITSIS 2021 · 2nd International Workshop on Intelligent Information Technologies & Systems of Information Security · Khmelnytskyi, Ukraine
- 2021
A mental model approach for making decisions in IT project management
APKN-2021 · XIII All-Ukrainian Scientific and Practical Conference "Actual Problems of Computer Science" · Khmelnytskyi, Ukraine
2020
- Nov 2020
Convolutional neural network for image-based waste classification
CMOCS-2020 · VI International Scientific and Practical Conference "Computer Modeling and Optimization of Complex Systems" · Dnipro, Ukraine
- Nov 2020
Information technology for early diagnosis of pneumonia on individual radiographs
IDDM 2020 · 3rd International Conference on Informatics & Data-Driven Medicine · Växjö, Sweden
- Jun 2020
Heuristic architecture search using network morphism for chest X-ray classification
IntelITSIS 2020 · 1st International Workshop on Intelligent Information Technologies & Systems of Information Security · Khmelnytskyi, Ukraine
- Jun 2020
Search space for the neural network architecture optimization problem
Kherson 2020 · IX International Scientific and Practical Conference · Kherson, Ukraine
- Apr 2020
A strategy for searching for the optimal convolutional neural network architecture
Automatic Control 2020 · VIII All-Ukrainian Scientific and Practical Conference on Automatic Control · Kherson, Ukraine
- Apr 2020
A framework for exploring and modelling neural architecture search methods
COLINS 2020 · 4th International Conference on Computational Linguistics and Intelligent Systems · Lviv, Ukraine
2019
- Apr 2019
Analysis of the application of neural network modelling methods for medical image processing
Intelligent Solutions 2019 · V International Scientific and Practical Conference "Intelligent Solutions: Computational Intelligence" · Uzhhorod, Ukraine
Service
I have completed 450+ peer reviews for journals and conferences.
Programme committees
- 2024–2026
International Conference on Database and Expert Systems Applications (DEXA)
Programme Committee member
- 2024, 2026
International Conference on Web Information Systems Engineering (WISE)
Programme Committee member
- 2026
MobiWis
Programme Committee member
Conference reviewing
- 2026
APWeb-WAIM
Reviewer
- 2026
IEEE International Conference on Advanced Computer Information Technologies (ACIT)
Reviewer
- 2022–2026
International Workshop on Intelligent Information Technologies & Systems of Information Security (IntelITSIS)
Reviewer
- 2025–2026
YAISD
Reviewer
- 2025
IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)
Reviewer
- 2025
International Conference on Web Information Systems Engineering (WISE)
Reviewer
- 2025
International Scientific Symposium "Intelligent Solutions" (IntSol)
Reviewer
- 2024–2025
International Workshop on Intelligent & CyberPhysical Systems (ICyberPhyS)
Reviewer
- 2024
ICST
Reviewer
- 2022–2024
International Conference on Informatics & Data-Driven Medicine (IDDM)
Reviewer
- 2024
International Workshop on Advanced Applied Information Technologies (AdvAIT)
Reviewer
Editorial work
- 2024–2026
Sustainability (MDPI)
Guest Editor
Special issue "Empowering Artificial Intelligence to Achieve Sustainable Development Goals", closed August 2026.
- 2025
CEUR Workshop Proceedings, Vol. 4141 (ExplAI-2025)
Volume Editor
- 2023–2024
Journal of Intelligent & Fuzzy Systems
Editorial Board Member and Handling Editor
Organising
- 2026
International conference "Reducing CO₂ Emissions in Ukrainian Cities: Pathways to Climate Neutrality" (Horizon Europe U_CAN), Khmelnytskyi National University
Lead organiser
- 2025–2026
Workshop on Advanced AI in Explainability and Ethics for the Sustainable Development Goals (ExplAI)
Organising Committee member
Dissertation councils
- 2026
Khmelnytskyi National University
Reviewer, two one-off specialised academic councils for Ph.D. defences
Specialties 122 Computer Science and 123 Computer Engineering.
- 2026
Ternopil Ivan Puluj National Technical University
Official Opponent, Ph.D. defence
Specialty 122 Computer Science.