Michal Gregus

93 papers B 1C 7Journal 15Unranked 65
YearRankTypeTitle / Venue / Authors
2026 J jnl
Cross-corpus language-independent speech emotion recognition using hybrid deep learning framework.
Complex Intell. Syst.
Ahmad S. Almadhor, Salem Belhaj, Shtwai Alsubai, Jamel Baili, Abdullah Alqahtani, Michal Gregus, Iryna Ivanochko
2026 J jnl
Post-Quantum Cryptography and Nature-Inspired Cyber Defense: Strategic Readiness and Adaptive Techniques for Next-Gen Threat Response.
IEEE Access
Shishir Kumar Shandilya, Chirag Ganguli, Ajay Kumar, Ivan Izonin, Michal Gregus
2025 — ed.
Information Integration and Web Intelligence - 26th International Conference, iiWAS 2024, Bratislava, Slovak Republic, December 2-4, 2024, Proceedings, Part I
iiWAS (1)
Pari Delir Haghighi, Michal Gregus, Gabriele Kotsis, Ismail Khalil
2025 — ed.
Information Integration and Web Intelligence - 26th International Conference, iiWAS 2024, Bratislava, Slovak Republic, December 2-4, 2024, Proceedings, Part II
iiWAS (2)
Pari Delir Haghighi, Michal Gregus, Gabriele Kotsis, Ismail Khalil
2025 J jnl
Real-time active-learning method for audio-based anomalous event identification and rare events classification for audio events detection.
Frontiers Comput. Sci.
Farkhund Iqbal, Ahmed Abbasi, Ahmad S. Almadhor, Shtwai Alsubai, Michal Gregus
2025 — conf
Smart Exhibits: AI Integration in Modern Museums.
ANT/EDI40
Olena Shlyakhetko, Solomiia Fedushko, Michal Gregus, Lesia Brych
2024 J jnl
Adaptive Network Sustainability and Defense Based on Artificial Bees Colony Optimization Algorithm for Nature Inspired Cyber Security.
Comput. Syst. Sci. Eng.
Chirag Ganguli, Shishir Kumar Shandilya, Michal Gregus, Oleh Basystiuk
2024 — conf
An Adaptation of the Input Doubling Method for Solving Classification Tasks in Case of Small Data Processing.
FNC/MobiSPC/SEIT
Ivan Izonin, Roman Tkachenko, Myroslav Havryliuk, Michal Gregus, Pavlo Yendyk, Yaroslav Tolstyak
2024 — conf
An Approach Towards Reducing Training Time of the Input Doubling Method via Clustering for Middle-Sized Data Analysis.
FNC/MobiSPC/SEIT
Ivan Izonin, Roman Tkachenko, Kyrylo Yemets, Michal Gregus, Yevhen Tomashy, Iryna Pliss
2024 — conf
Automated Typographic Font Generation Using Artificial Intelligence.
ICAISC (2)
Nataliya Shakhovska, Oleksandr Petrovskyi, Solomiia Fedusko, Michal Gregus
2024 — conf
Empowering Intelligent Database Systems Using an Adaptive Recommendation Algorithm.
ICAISC (1)
Mykola Beshley, Olena Hordiichuk-Bublivska, Halyna Beshley, Iryna Ivanochko, Michal Gregus
2024 J jnl
Enhanced Input-Doubling Method Leveraging Response Surface Linearization to Improve Classification Accuracy in Small Medical Data Processing.
Comput.
Ivan Izonin, Roman Tkachenko, Pavlo Yendyk, Iryna Pliss, Yevgeniy V. Bodyanskiy, Michal Gregus
2024 J jnl
Evaluating deep learning variants for cyber-attacks detection and multi-class classification in IoT networks.
PeerJ Comput. Sci.
Sidra Abbas, Imen Bouazzi, Stephen Ojo, Abdullah Al Hejaili, Gabriel Avelino R. Sampedro, Ahmad S. Almadhor, Michal Gregus
2024 — conf
Machine Learning Models for the Recognition of Commands in Smart Home Technologies.
SMARTINDUSTRY
Lesia I. Mochurad, Viktoriia Babii, Michal Gregus
2024 — conf
Smart Farming System Based on Cloud Computing Technologies.
ANT/EDI40
Iryna Ivanochko, Michal Gregus, Olga Melnyk
2024 J jnl
Some Remarks on Smooth Mappings of Hilbert and Banach Spaces and Their Local Convexity Property.
Axioms
Yarema A. Prykarpatsky, Petro Pukach, Myroslava Vovk, Michal Gregus
2024 J jnl
Suspicious Human Activity Recognition From Surveillance Videos Using Deep Learning.
IEEE Access
Monji Mohamed Zaidi, Gabriel Avelino R. Sampedro, Ahmad S. Almadhor, Shtwai Alsubai, Abdullah Al Hejaili, Michal Gregus, Sidra Abbas
2024 — conf
Utilizing Evolutionary Algorithms for the Synthesis of Cryptographic Substitution Patterns.
ICAISC (2)
Oleksandr Kuznetsov, Nikolay Poluyanenko, Emanuele Frontoni, Sergey Kandiy, Michal Gregus
2023 — conf
A Smartphone-Based Computer Vision Assistance System with Neural Network Depth Estimation for the Visually Impaired.
ICAISC (2)
Mykola Beshley, Pastukh Volodymyr, Halyna Beshley, Michal Gregus
2023 J jnl
An Approach for Opening Doors with a Mobile Robot Using Machine Learning Methods.
Big Data Cogn. Comput.
Lesia I. Mochurad, Yaroslav Hladun, Yevgen Zasoba, Michal Gregus
2023 — conf
Artificial Intelligence-Driven Cargo Optimization Service for Logistics.
ProfIT AI
Solomiia Fedushko, Yuriy Syerov, Michal Gregus
2023 J jnl
Effective Software Effort Estimation Leveraging Machine Learning for Digital Transformation.
IEEE Access
Akshay Jadhav, Shishir Kumar Shandilya, Ivan Izonin, Michal Gregus
2023 J jnl
Mathematical models of the information interaction process in 5G-IoT ecosystem: Different functional scenarios.
ICT Express
Viacheslav Kovtun, Ivan Izonin, Michal Gregus
2022 — conf
I-PNN: An Improved Probabilistic Neural Network for Binary Classification of Imbalanced Medical Data.
DEXA (2)
Ivan Izonin, Roman Tkachenko, Michal Gregus
2022 J jnl
Mathematical Simulation of Behavior of Female Breast Consisting Malignant Tumor During Hormonal Changes.
IEEE Access
Akshara Makrariya, Shishir Kumar Shandilya, Smita Shandilya, Michal Gregus, Ivan Izonin, Rahul Makrariya
2022 J jnl
Model of Information System Communication in Aggressive Cyberspace: Reliability, Functional Safety, Economics.
IEEE Access
Viacheslav Kovtun, Ivan Izonin, Michal Gregus
2022 — conf
Towards Data Normalization Task for the Efficient Mining of Medical Data.
ACIT
Ivan Izonin, Bohdan Ilchyshyn, Roman Tkachenko, Michal Gregus, Natalya Shakhovska, Christine Strauss
2021 — conf
A GRNN-based Approach towards Prediction from Small Datasets in Medical Application.
ANT/EDI40
Ivan Izonin, Roman Tkachenko, Michal Gregus, Khrystyna Zub, Pavlo Tkachenko
2021 — conf
City Tourism Services with Mobile Geolocation Sharing.
FNC/MobiSPC
O. Ivanochko, Michal Gregus, M. Szalek, J. Rolinski, B. Stolinski
2021 — conf
Hybrid Classifier via PNN-based Dimensionality Reduction Approach for Biomedical Engineering Task.
FNC/MobiSPC
Ivan Izonin, Roman Tkachenko, Michal Gregus, Liliia Ryvak, Volodymyr Kulyk, Valentyna Chopyak
2021 — conf
Input Doubling Method based on SVR with
ANT/EDI40
Ivan Izonin, Roman Tkachenko, Michal Gregus, Khrystyna Zub, Nataliia Lotoshynska
2021 — conf
Optimization of Technological's Processes Industry 4.0 Parameters for Details Manufacturing via Stamping: Rules of Queuing Systems.
FNC/MobiSPC
Yevgen Martyn, Solomiya Liaskovska, Michal Gregus, Ivan Izonin, Oksana Velyka
2021 — ed.
Proceedings of the Symposium on Information Technologies & Applied Sciences (IT&AS 2021), Bratislava, Slovak Republic, March 5, 2021.
IT&AS
Natalya Shakhovska, Solomiia Fedushko, Natalia Kryvinska, Michal Gregus
2021 — conf
Simulating the interaction of social internet services actors using irregular attractors.
EUSPN/ICTH
Kateryna Molodetska, Serhiy Veretiuk, Michal Gregus, Solomiia Fedushko, Yuriy Syerov
2020 — conf
A Forecast Model of Energy Security Level in The System of Managing Energy Efficiency at Enterprises.
IntelITSIS
Mykhaylo Voynarenko, Oksana Mykoliuk, Valentyna Bobrovnyk, Michal Gregus, Oleksiy Svistunov
2020 — conf
Application of a Risk-Based Approach Using Reflexive Risk Models in Building Information Security Systems.
CITRisk
Oleksandr Arkhypov, Michal Gregus, Yevheniia Arkhypova
2020 C conf
Cooperative Decision Making in Crowdfunding - Applying Theory of Behavior and Exemplary Empirical Validation.
CDVE
Valerie Busse, Christine Strauss, Michal Gregus
2020 — conf
Modeling of the Investment Risks in Human Capital as the Factor of Enterprise Safety in the Context of the Stakeholder Theory.
CITRisk
Nataliia Burennikova, Vyacheslav Kavetskiy, Oleksandr Lesko, Roman Akselrod, Oksana Adler, Michal Gregus
2020 J jnl
New mixture models for decoy-free false discovery rate estimation in mass spectrometry proteomics.
Bioinform.
Yisu Peng, Shantanu Jain, Yong Fuga Li, Michal Gregus, Alexander R. Ivanov, Olga Vitek, Predrag Radivojac
2020 — ed.
Proceedings of the 1st International Workshop on Digital Content & Smart Multimedia (DCSMart 2019), Lviv, Ukraine, December 23-25, 2019.
DCSMart
Natalia Kryvinska, Ivan Izonin, Michal Gregus, Aneta Poniszewska-Maranda, Ivanna Dronyuk
2019 — ed.
Advances in Intelligent Networking and Collaborative Systems, The 10th International Conference on Intelligent Networking and Collaborative Systems (INCoS-2018), Bratislava, Slovakia, September 5-7, 2018.
INCoS
Fatos Xhafa, Leonard Barolli, Michal Gregus
2019 C conf
Analysis of Medical Systems to Control the Driver's Condition to Improve Traffic Safety.
IDDM
Mariya Nazarkevych, Vasyl Brytkovskyi, Michal Gregus
2019 — conf
Application of Integrated Building Information Modeling, IoT and Blockchain Technologies in System Design of a Smart Building.
EUSPN/ICTH
Izabella V. Lokshina, Michal Gregus, Wade L. Thomas
2019 — conf
Big Data analysis in development of personalized medical system.
EUSPN/ICTH
Natalia Shakhovska, Solomia Fedushko, Michal Gregus, Nataliia Melnykova, Iryna Shvorob, Yuriy Syerov
2019 — conf
Cloud technologies - solution for secure communication and collaboration.
ANT/EDI40
Juraj Zelenay, Peter Balco, Michal Gregus
2019 — conf
Committee of the SGTM Neural-Like Structures with Extended Inputs for Predictive Analytics in Insurance.
Innovate-Data
Roman Tkachenko, Ivan Izonin, Michal Gregus, Pavlo Tkachenko, Ivanna Dronyuk
2019 — conf
Correlation Analysis as a Thyroid Gland, Adrenal Glands, and Liver Relationship Tool for Correcting Hypothyroidism with Organic and Inorganic Iodine.
EUSPN/ICTH
Olha Ryabukha, Michal Gregus
2019 — conf
Crowdfunding - An Innovative Corporate Finance Method and Its Decision-Making Steps.
INCoS
Valerie Busse, Michal Gregus
2019 C conf
Decision-Making in Crowdfunding - The Value of Behavioral Issues in Collaborative Business Environments.
CDVE
Valerie Busse, Christine Strauss, Michal Gregus
2019 — conf
Determination of Characteristics Discrete Transfiguration for Synthesized Raster Elements of Non-regular Structure.
DCSMart
Mykola Logoyda, Nataliia Melnykova, Bohdana Havrysh, Michal Gregus, Zdzislaw Szymanski
2019 — conf
Equity Crowdfunding in Real Estate.
FiCloud
Andreas Mladenow, Regina Cernicka, Christine Strauss, Valerie Busse, Michal Gregus
2019 — conf
Fingerprint Recognition Technology with Ateb-Gabor Filtration.
DCSMart
Mariya Nazarkevych, Yaroslav Voznyi, Olha Mykich, Michal Gregus, Yaroslav Hnativ, Hanna Nazarkevych
2019 — conf
Intelligent Solutions for Secure Communication and Collaboration Based on Cloud Technologies.
FiCloud
Peter Balco, Martina Drahosová, Juraj Zelenay, Michal Gregus
2019 — conf
Investigation of Binary Element Reproduction Methods in Elemental Record Processes.
DCSMart
Bohdana Havrysh, Oleksandr Tymchenko, Bohdan Kovalskyi, Myroslava Dubnevych, Orest Khamula, Michal Gregus, Mykola Logoyda
2019 C conf
Mathematical Modeling of Heat Transfer in Anisotropic Biophysical Materials, Taking Into Account the Phase Transition Boundary.
IDDM
Yaroslav Sokolovskyy, Iryna Boretska, Bogdana Gayvas, Igor Kroshnyy, Volodymyr Shymansky, Michal Gregus
2019 — conf
Medical card data imputation and patient psychological and behavioral profile construction.
EUSPN/ICTH
Solomiia Fedushko, Michal Gregus, Taras Ustyianovych
2019 — conf
Multiple Linear Regression Based on Coefficients Identification Using Non-iterative SGTM Neural-like Structure.
IWANN (1)
Ivan Izonin, Roman Tkachenko, Natalia Kryvinska, Pavlo Tkachenko, Michal Gregus
2019 — conf
Packet Routing Based on Integral Normalized Criterion.
FiCloud
Michal Gregus, Oleh Liskevych, Kvitoslava Obelovska, Roman Panchyshyn
2019 — conf
Protection of Images based on Fractal Geometry.
EUSPN/ICTH
Ivanna Dronyuk, Volodymyr Kalinchuk, Michal Gregus
2019 — conf
SGD-Based Wiener Polynomial Approximation for Missing Data Recovery in Air Pollution Monitoring Dataset.
IWANN (1)
Ivan Izonin, Michal Gregus, Roman Tkachenko, Mykola Logoyda, Oleksandra Mishchuk, Yurii Kynash
2019 — conf
Simulation Model and Practical Realization of Barker-Like Codes.
DCSMart
Ivan Tsmots, Oleg Riznyk, Vasyl Rabyk, Yurii Kynash, Mykhailo Dendiuk, Olga Myaus, Michal Gregus
2018 — conf
An Approach towards Service System Building for Road Traffic Signs Detection and Recognition.
EUSPN/ICTH
Natalia Kryvinska, Aneta Poniszewska-Maranda, Michal Gregus
2018 C conf
Application of Cluster Analysis for Determination of the Oxidative Stress Decompensation Criteria.
IDDM
Myroslav Stupnytskyi, Viktor Zhukov, Oleksii Biletskii, Michal Gregus
2018 — conf
Implementation of Mass Transfer Model on Parallel Computational System.
NBiS
Miron Pavlus, Tomás Bacinský, Michal Gregus
2018 — conf
Solutions for Secure Collaboration, Selection of Methodology, Implementation and Case Studies for Their Use.
INCoS
Juraj Zelenay, Peter Balco, Michal Gregus, Ján Luha
2017 — conf
Concept of Dynamic Advertisement Composition Model Tailored to Customers' Needs Based on Interactive Customer Input.
ANT/SEIT
Monika Dávideková, Michal Gregus
2017 — conf
Nice, Berlin, London - if every car had autonomous emergency braking system for forward collisions avoidance.
FNC/MobiSPC
Monika Dávideková, Michal Gregus
2017 C conf
Social Network Types: An Emergency Social Network Approach - A Concept of Possible Inclusion of Emergency Posts in Social Networks through an API.
ICCC
Monika Davidekova, Michal Gregus
2017 — conf
Successful Social Network Integration in an Academic Institution: Case Study of Opportunities.
INCoS
Monika Dávideková, Michal Gregus
2017 — conf
Utilization of Virtual Reality in Education of Employees in Slovakia.
EUSPN/ICTH
Monika Dávideková, Michal Mjartan, Michal Gregus
2016 — conf
Analysis of the correlation properties of QOCCC.
IWSSIP
Monika Davidekova, Peter Farkas, Michal Gregus
2016 — conf
Applications of Complete Complementary Codes and Propositions for Future Research Areas of these Codes.
ANT/SEIT
Monika Davidekova, Michal Gregus, Peter Farkas, Martin Rakús
2016 — conf
Correlation Properties of QOCCC Based on 1D-CCC with Parameters (N, N, 2N) and (N, N, N).
MobiWIS
Monika Dávideková, Michal Gregus
2016 — conf
MatLab implementation of the recent CCC construction approach.
TSP
Monika Davidekova, Michal Gregus, Peter Farkas
2016 — conf
Software Application Logging: Aspects to Consider by Implementing Knowledge Management.
OBD
Monika Davidekova, Michal Gregus
2016 — conf
Synergy of Services within SOA.
EUSPN/ICTH
Iryna Ivanochko, Michal Gregus, Oksana Urikova, Ihor Alieksieiev
2015 — conf
An Unusual Approach to Basic Challenges of Data Mining.
INCoS
Thomas H. Lenhard, Michal Gregus
2015 C conf
Case of SOA strategy for e-Health services: some conceptual suggestions.
iiWAS
Irena Ivanochko, Zuzana Kovacicová, Michal Gregus
2015 — conf
Clouds and Interclouds in the Real Estate Sector.
FiCloud
Andreas Mladenow, Niina Maarit Novak, Christine Strauss, Michal Gregus
2015 — conf
Collaboration and Locality in Crowdsourcing.
INCoS
Andreas Mladenow, Christine Bauer, Christine Strauss, Michal Gregus
2015 — conf
Conceptualizing mBusiness.
WTS
Irena Ivanochko, Viktoria Masiuk, Michal Gregus
2015 — conf
Improving Rank of a Website in Search Results - An Experimental Approach.
3PGCIC
Michal Gregus, Jakub Zilincan
2015 — conf
Mobile Payments in Austria - Is Mobile Banking Paving the Way for Mobile Payments?
MobiWIS
Katerina Markoska, Irene Ivanochko, Michal Gregus
2015 — conf
Practical Implementation of Private Cloud Based on Open Source ownCloud for Small Teams - Case Study.
3PGCIC
Michal Gregus, Vincent Karovic
2015 — conf
Process as a Service (PraaS) for Planning of Resources in Organizations.
INCoS
Peter Balco, Michal Gregus
2015 — conf
The Future of Cloud Computing: A SWOT Analysis and Predictions of Development.
FiCloud
Daniel Penzel, Natalia Kryvinska, Christine Strauss, Michal Gregus
2014 — conf
A SWOT Analysis of the Soft-Computing Paradigms SOA/SoC/Cloud Combination (C-SOA) in Software Development.
MCIS
Natalia Kryvinska, Christine Bauer, Christine Strauss, Michal Gregus
2014 — conf
Modern Mobile Technologies for Collaborative E-business.
INCoS
Irena Ivanochko, Oksana Urikova, Michal Gregus
2014 — conf
NSSs as a Solution to Negotiation Challenges in Enterprise Environment.
INCoS
Marina Stoshikj, Michal Gregus
2014 — conf
Servitization - Its Raise through Information and Communication Technologies.
IESS
Natalia Kryvinska, Sebastian Kaczor, Christine Strauss, Michal Gregus
2014 B conf
Servitization Strategies and Product-Service-Systems.
SERVICES
Natalia Kryvinska, Sebastian Kaczor, Christine Strauss, Michal Gregus
2014 — conf
The E-business Perspective as a Solution for Inertia against Complexity Management in SME.
INCoS
Susanna Mandorf, Michal Gregus
2014 J jnl
Web intelligence in practice.
J. Serv. Sci. Res.
Eugen Molnár, Rastislav Molnár, Natalia Kryvinska, Michal Gregus