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Comenius University: Bratislava, Slovakia, SK

1976-08-01 to present | professor (Department of Information Systems)
Employment
Source: Self-asserted source
Michal Gregus

Works (24)

An enhanced cascade ensemble method for big data analysis

IAES International Journal of Artificial Intelligence (IJ-AI)
2025-04-01 | Journal article
Contributors: Ivan Izonin; Roman Muzyka; Roman Tkachenko; Michal Gregus; Roman Korzh; Kyrylo Yemets
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Schedule-free optimization of the transformers-based time series forecasting model

IAES International Journal of Artificial Intelligence (IJ-AI)
2025-04-01 | Journal article
Contributors: Kyrylo Yemets; Michal Greguš
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Crossref

Comparative Model for Voice Control Systems: Embedded AI and Cloud APIs Services

2024 | Book chapter
Contributors: Volodymyr Pastukh; Mykola Beshley; Mikhailo Klymash; Halyna Beshley; Andriy Luntovskyy; Ilona Scherm
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Smart Planning, Design, and Optimization of Mobile Networks Ecosystem Using AI-Enhanced Atoll Software

2024 | Book chapter
Contributors: Halyna Beshley; Michal Gregus; Oksana Urikova; Ilona Scherm; Mykola Beshley
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Crossref

Brain CT image classification based on mask RCNN and attention mechanism

Scientific Reports
2024-11-26 | Journal article
Contributors: Shoulin Yin; Hang Li; Lin Teng; Asif Ali Laghari; Ahmad Almadhor; Michal Gregus; Gabriel Avelino Sampedro
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Crossref

Enhanced Input-Doubling Method Leveraging Response Surface Linearization to Improve Classification Accuracy in Small Medical Data Processing

Computation
2024-10-11 | Journal article
Contributors: Ivan Izonin; Roman Tkachenko; Pavlo Yendyk; Iryna Pliss; Yevgeniy Bodyanskiy; Michal Gregus
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An approach toward improvement of ensemble method’s accuracy for biomedical data classification

International Journal of Electrical and Computer Engineering (IJECE)
2024-10-01 | Journal article
Contributors: Ivan Izonin; Roman Muzyka; Roman Tkachenko; Michal Gregus; Natalya Kustra; Stergios-Aristoteles Mitoulis
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Some Remarks on Smooth Mappings of Hilbert and Banach Spaces and Their Local Convexity Property

Axioms
2024-03-29 | Journal article
Contributors: Yarema A. Prykarpatskyy; Petro Ya. Pukach; Myroslava I. Vovk; Michal Greguš
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Mathematical models of the information interaction process in 5G-IoT ecosystem: Different functional scenarios

ICT Express
2023-04 | Journal article
Contributors: Viacheslav Kovtun; Ivan Izonin; Michal Gregus
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Crossref

Model of Smart Locating Application for Small Businesses

Electronics
2023-04-25 | Journal article
Contributors: Olena Shlyakhetko; Yuriy Syerov; Michal Gregus
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An Approach for Opening Doors with a Mobile Robot Using Machine Learning Methods

Big Data and Cognitive Computing
2023-04-06 | Journal article
Contributors: Lesia Mochurad; Yaroslav Hladun; Yevgen Zasoba; Michal Gregus
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Automated Cognitive Health Assessment Based on Daily Life Functional Activities

Computational Intelligence and Neuroscience
2023-01 | Journal article
Contributors: Shtwai Alsubai; Abdullah Alqahtani; Mohemmed Sha; Sidra Abbas; Michal Gregus; Robert Furda; Yousaf Bin Zikria
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Crossref

Privacy Preserved Cervical Cancer Detection Using Convolutional Neural Networks Applied to Pap Smear Images

Computational and Mathematical Methods in Medicine
2023-01 | Journal article
Contributors: Shtwai Alsubai; Abdullah Alqahtani; Mohemmed Sha; Ahmad Almadhor; Sidra Abbas; Huma Mughal; Michal Gregus; Vinayakumar Ravi
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An Approach Toward Numerical Data Augmentation and Regression Modeling Using Polynomial-Kernel-Based SVR

2022 | Book chapter
Contributors: Ivan Izonin; Roman Tkachenko; Natalya Horbal; Michal Greguš; Volodymyr Verhun; Yaroslav Tolstyak
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Crossref

I-PNN: An Improved Probabilistic Neural Network for Binary Classification of Imbalanced Medical Data

2022 | Book chapter
Contributors: Ivan Izonin; Roman Tkachenko; Michal Greguš
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Crossref

Information Technology Architects in Agile Organizations

Studies in Systems, Decision and Control
2022 | Book chapter
Part of ISBN: 9783030958121
Part of ISBN: 9783030958138
Part of ISSN: 2198-4182
Part of ISSN: 2198-4190
Contributors: Robert Furda; Eugen Molnar; Michal Greguš
Source: Self-asserted source
Michal Gregus

Formalization of the metric of parameters for quality evaluation of the subject-system interaction session in the 5G-IoT ecosystem

Alexandria Engineering Journal
2022-10 | Journal article
Contributors: Viacheslav Kovtun; Ivan Izonin; Michal Gregus
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Crossref

Efficient Approach for Anomaly Detection in Internet of Things Traffic Using Deep Learning

Wireless Communications and Mobile Computing
2022-09-10 | Journal article
Contributors: Syed Ibrahim Imtiaz; Liaqat Ali Khan; Ahmad S. Almadhor; Sidra Abbas; Shtwai Alsubai; Michal Gregus; Zunera Jalil; Kuruva Lakshmanna
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Crossref

Modeling a session of subject-system interaction in a wireless communication infrastructure with a mixed resource

PLOS ONE
2022-07-18 | Journal article
Contributors: Viacheslav Kovtun; Hongzhi Guo; Ivan Izonin; Michal Gregus
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Crossref

Using a Two-Stage DEA Model to Measure Tourism Potentials of EU Countries and Western Balkan Countries: An Approach to Sustainable Development

Sustainability
2020-06-16 | Journal article
Contributors: Boris Radovanov; Branislav Dudic; Michal Gregus; Aleksandra Marcikic Horvat; Vincent Karovic
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Crossref

Real-Time High-Load Infrastructure Transaction Status Output Prediction Using Operational Intelligence and Big Data Technologies

Electronics
2020-04-20 | Journal article | Author
Part of ISSN: 2079-9292
Contributors: Solomia Fedushko; Taras Ustyianovych; Michal Gregus
Source: Self-asserted source
Michal Gregus
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Application of Integrated Building Information Modeling, IoT and Blockchain Technologies in System Design of a Smart Building

Procedia Computer Science
2019 | Journal article
Part of ISSN: 1877-0509
Contributors: Izabella V. Lokshina; Michal Greguš; Wade L. Thomas
Source: Self-asserted source
Michal Gregus

Impediments in Healthcare Digital Transformation

International Journal of Applied Research on Public Health Management
2019-01 | Journal article
Part of ISSN: 2639-7692
Part of ISSN: 2639-7706
Contributors: Robert Furda; Michal Gregus
Source: Self-asserted source
Michal Gregus

Utilization of Virtual Reality in Education of Employees in Slovakia

Procedia Computer Science
2017 | Journal article
Part of ISSN: 1877-0509
Contributors: Monika Dávideková; Michal Mjartan; Michal Greguš
Source: Self-asserted source
Michal Gregus