[PDF][PDF] Structural Alignment Method of Conceptual Categories of Ontology and Formalized Domain.

E Manziuk, I Krak, O Barmak, O Mazurets… - ProfIT AI, 2021 - ceur-ws.org
The problem of the structural method of ontology alignment and the more formally
represented structured domain is considered. The applied area of research belongs to the …

Technique for IoT cyberattacks detection based on the energy consumption analysis

K Bobrovnikova, S Lysenko, PT Popov… - CEUR Workshop …, 2021 - openaccess.city.ac.uk
Today Smart Home is a system for managing the basic life support processes of both small
systems (commercial, office premises, apartments, cottages) and large automated …

Explainable Deep Learning for Interpretable Brain Tumor Diagnosis from MRI Images

E Manziuk, O Barmak, I Krak, N Petliak, Z Jin… - … “Intellectual Systems of …, 2024 - Springer
This paper presents a new method for analyzing medical images using neural networks to
improve the interpretation and explainability of diagnostic decisions. The method combines …

Integration of Contextual Descriptors in Ontology Alignment for Enrichment of Semantic Correspondence

E Manziuk, O Barmak, P Radiuk, V Kuznetsov… - arXiv preprint arXiv …, 2024 - arxiv.org
This paper proposes a novel approach to semantic ontology alignment using contextual
descriptors. A formalization was developed that enables the integration of essential and …

[PDF][PDF] An Approach to Optimizing CO2 Emissions in Traffic Control via Reinforcement Learning.

O Ryzhanskyi, E Manziuk, O Barmak, I Krak, N Bacanin - IntelITSIS, 2024 - ceur-ws.org
Automotive transport plays a key role in ensuring economic development but is
accompanied by significant negative impacts on the environment, particularly in areas …

[PDF][PDF] Modeling Environment Intelligent Transport System for Eco-Friendly Urban Mobility.

V Pavlyshyn, E Manziuk, O Barmak, I Krak… - IntelITSIS, 2024 - ceur-ws.org
The research in this paper focuses on developing a modeling environment for urban mobility
systems and traffic flow services. A modeling environment for urban mobility systems and …

Semantic alignment of ontologies meaningful categories with the generalization of descriptive structures

EA Manziuk, OV Barmak, IV Krak… - PROBLEMS IN …, 2022 - pp.isofts.kiev.ua
The presented work addresses the issue of semantic alignment of ontology components with
a generalized structured corpus. The field of research refers to the sphere of determining the …

Representation of Trustworthiness Components in AI Systems: A Formalized Approach Considering Interconnections and Overlap

E Manziuk, O Barmak, P Radiuk, V Kuznetsov, I Krak - 2024 - elar.khmnu.edu.ua
Анотація The study addresses the problem of integrating trustworthiness components into
artificial intelligence (AI) systems. A new method is proposed to determine the …

Explainable Deep Learning

E Manziuk, O Barmak¹, I Krak, N Petliak¹, Z Jin… - Lecture Notes in Data … - books.google.com
This paper presents a new method for analyzing medical images using neural networks to
improve the interpretation and explainability of diagnostic decisions. The method combines …

Interpretable deep learning method for medical image diagnosis

E Manziuk, O Barmak, I Krak, N Petliak, Z Jin, P Radiuk - 2024 - elar.khmnu.edu.ua
Анотація Incorporating artificial intelligence into the medical field holds immense potential,
but it also raises significant challenges that must be addressed to ensure patient safety and …