Michal Gregus

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 59

Top Topics

Empirical Validation

Machine Learning

Top Venues

Publications

Chirag Ganguli, Shishir Kumar Shandilya, Michal Gregus, Oleh Basystiuk
Adaptive Network Sustainability and Defense Based on Artificial Bees Colony Optimization Algorithm for Nature Inspired Cyber Security. Comput. Syst. Sci. Eng. 48 (3) (2024)
Sidra Abbas, Imen Bouazzi, Stephen Ojo, Abdullah Al Hejaili, Gabriel Avelino R. Sampedro, Ahmad S. Almadhor, Michal Gregus
Evaluating deep learning variants for cyber-attacks detection and multi-class classification in IoT networks. PeerJ Comput. Sci. 10 (2024)
Monji Mohamed Zaidi, Gabriel Avelino R. Sampedro, Ahmad S. Almadhor, Shtwai Alsubai, Abdullah Al Hejaili, Michal Gregus, Sidra Abbas
Suspicious Human Activity Recognition From Surveillance Videos Using Deep Learning. IEEE Access 12 (2024)
Yarema A. Prykarpatsky, Petro Pukach, Myroslava Vovk, Michal Gregus
Some Remarks on Smooth Mappings of Hilbert and Banach Spaces and Their Local Convexity Property. Axioms 13 (4) (2024)
Lesia I. Mochurad, Viktoriia Babii, Michal Gregus
Machine Learning Models for the Recognition of Commands in Smart Home Technologies. SMARTINDUSTRY (2024)
Viacheslav Kovtun, Ivan Izonin, Michal Gregus
Mathematical models of the information interaction process in 5G-IoT ecosystem: Different functional scenarios. ICT Express 9 (2) (2023)
Lesia Mochurad, Yaroslav Hladun, Yevgen Zasoba, Michal Gregus
An Approach for Opening Doors with a Mobile Robot Using Machine Learning Methods. Big Data Cogn. Comput. 7 (2) (2023)
Mykola Beshley, Pastukh Volodymyr, Halyna Beshley, Michal Gregus
A Smartphone-Based Computer Vision Assistance System with Neural Network Depth Estimation for the Visually Impaired. ICAISC (2) (2023)
Solomiia Fedushko, Yuriy Syerov, Michal Gregus
Artificial Intelligence-Driven Cargo Optimization Service for Logistics. ProfIT AI (2023)
Akshay Jadhav, Shishir Kumar Shandilya, Ivan Izonin, Michal Gregus
Effective Software Effort Estimation Leveraging Machine Learning for Digital Transformation. IEEE Access 11 (2023)
Ivan Izonin, Roman Tkachenko, Michal Gregus
I-PNN: An Improved Probabilistic Neural Network for Binary Classification of Imbalanced Medical Data. DEXA (2) (2022)
Viacheslav Kovtun, Ivan Izonin, Michal Gregus
Model of Information System Communication in Aggressive Cyberspace: Reliability, Functional Safety, Economics. IEEE Access 10 (2022)
Ivan Izonin, Bohdan Ilchyshyn, Roman Tkachenko, Michal Gregus, Natalya Shakhovska, Christine Strauss
Towards Data Normalization Task for the Efficient Mining of Medical Data. ACIT (2022)
Akshara Makrariya, Shishir Kumar Shandilya, Smita Shandilya, Michal Gregus, Ivan Izonin, Rahul Makrariya
Mathematical Simulation of Behavior of Female Breast Consisting Malignant Tumor During Hormonal Changes. IEEE Access 10 (2022)
Yevgen Martyn, Solomiya Liaskovska, Michal Gregus, Ivan Izonin, Oksana Velyka
Optimization of Technological's Processes Industry 4.0 Parameters for Details Manufacturing via Stamping: Rules of Queuing Systems. FNC/MobiSPC (2021)
Ivan Izonin, Roman Tkachenko, Michal Gregus, Khrystyna Zub, Pavlo Tkachenko
A GRNN-based Approach towards Prediction from Small Datasets in Medical Application. ANT/EDI40 (2021)
Ivan Izonin, Roman Tkachenko, Michal Gregus, Khrystyna Zub, Nataliia Lotoshynska
kernel in Clinical Practice: Focus on Small Data. ANT/EDI40 (2021)
Ivan Izonin, Roman Tkachenko, Michal Gregus, Liliia Ryvak, Volodymyr Kulyk, Valentyna Chopyak
Hybrid Classifier via PNN-based Dimensionality Reduction Approach for Biomedical Engineering Task. FNC/MobiSPC (2021)
O. Ivanochko, Michal Gregus, M. Szalek, J. Rolinski, B. Stolinski
City Tourism Services with Mobile Geolocation Sharing. FNC/MobiSPC (2021)
Kateryna Molodetska, Serhiy Veretiuk, Michal Gregus, Solomiia Fedushko, Yuriy Syerov
Simulating the interaction of social internet services actors using irregular attractors. EUSPN/ICTH (2021)
Mykhaylo Voynarenko, Oksana Mykoliuk, Valentyna Bobrovnyk, Michal Gregus, Oleksiy Svistunov
A Forecast Model of Energy Security Level in The System of Managing Energy Efficiency at Enterprises. IntelITSIS (2020)
Nataliia Burennikova, Vyacheslav Kavetskiy, Oleksandr Lesko, Roman Akselrod, Oksana Adler, Michal Gregus
Modeling of the Investment Risks in Human Capital as the Factor of Enterprise Safety in the Context of the Stakeholder Theory. CITRisk (2020)
Valerie Busse, Christine Strauss, Michal Gregus
Cooperative Decision Making in Crowdfunding - Applying Theory of Behavior and Exemplary Empirical Validation. CDVE (2020)
Oleksandr Arkhypov, Michal Gregus, Yevheniia Arkhypova
Application of a Risk-Based Approach Using Reflexive Risk Models in Building Information Security Systems. CITRisk (2020)
Mariya Nazarkevych, Vasyl Brytkovskyi, Michal Gregus
Analysis of Medical Systems to Control the Driver's Condition to Improve Traffic Safety. IDDM (2019)
Izabella V. Lokshina, Michal Gregus, Wade L. Thomas
Application of Integrated Building Information Modeling, IoT and Blockchain Technologies in System Design of a Smart Building. EUSPN/ICTH (2019)
Yaroslav Sokolovskyy, Iryna Boretska, Bogdana Gayvas, Igor Kroshnyy, Volodymyr Shymansky, Michal Gregus
Mathematical Modeling of Heat Transfer in Anisotropic Biophysical Materials, Taking Into Account the Phase Transition Boundary. IDDM (2019)
Roman Tkachenko, Ivan Izonin, Michal Gregus, Pavlo Tkachenko, Ivanna Dronyuk
Committee of the SGTM Neural-Like Structures with Extended Inputs for Predictive Analytics in Insurance. Innovate-Data (2019)
Valerie Busse, Christine Strauss, Michal Gregus
Decision-Making in Crowdfunding - The Value of Behavioral Issues in Collaborative Business Environments. CDVE (2019)
Ivanna Dronyuk, Volodymyr Kalinchuk, Michal Gregus
Protection of Images based on Fractal Geometry. EUSPN/ICTH (2019)
Juraj Zelenay, Peter Balco, Michal Gregus
Cloud technologies - solution for secure communication and collaboration. ANT/EDI40 (2019)
Olha Ryabukha, Michal Gregus
Correlation Analysis as a Thyroid Gland, Adrenal Glands, and Liver Relationship Tool for Correcting Hypothyroidism with Organic and Inorganic Iodine. EUSPN/ICTH (2019)
Mariya Nazarkevych, Yaroslav Voznyi, Olha Mykich, Michal Gregus, Yaroslav Hnativ, Hanna Nazarkevych
Fingerprint Recognition Technology with Ateb-Gabor Filtration. DCSMart (2019)
Mykola Logoyda, Nataliia Melnykova, Bohdana Havrysh, Michal Gregus, Zdzislaw Szymanski
Determination of Characteristics Discrete Transfiguration for Synthesized Raster Elements of Non-regular Structure. DCSMart (2019)
Michal Gregus, Oleh Liskevych, Kvitoslava Obelovska, Roman Panchyshyn
Packet Routing Based on Integral Normalized Criterion. FiCloud (2019)
Bohdana Havrysh, Oleksandr Tymchenko, Bohdan Kovalskyi, Myroslava Dubnevych, Orest Khamula, Michal Gregus, Mykola Logoyda
Investigation of Binary Element Reproduction Methods in Elemental Record Processes. DCSMart (2019)
Andreas Mladenow, Regina Cernicka, Christine Strauss, Valerie Busse, Michal Gregus
Equity Crowdfunding in Real Estate. FiCloud (2019)
Valerie Busse, Michal Gregus
Crowdfunding - An Innovative Corporate Finance Method and Its Decision-Making Steps. INCoS (2019)
Natalia Shakhovska, Solomia Fedushko, Michal Gregus, Nataliia Melnykova, Iryna Shvorob, Yuriy Syerov
Big Data analysis in development of personalized medical system. EUSPN/ICTH (2019)
Ivan Tsmots, Oleg Riznyk, Vasyl Rabyk, Yurii Kynash, Mykhailo Dendiuk, Olga Myaus, Michal Gregus
Simulation Model and Practical Realization of Barker-Like Codes. DCSMart (2019)
Ivan Izonin, Roman Tkachenko, Natalia Kryvinska, Pavlo Tkachenko, Michal Gregus
Multiple Linear Regression Based on Coefficients Identification Using Non-iterative SGTM Neural-like Structure. IWANN (1) (2019)
Peter Balco, Martina Drahosová, Juraj Zelenay, Michal Gregus
Intelligent Solutions for Secure Communication and Collaboration Based on Cloud Technologies. FiCloud (2019)
Ivan Izonin, Michal Gregus, Roman Tkachenko, Mykola Logoyda, Oleksandra Mishchuk, Yurii Kynash
SGD-Based Wiener Polynomial Approximation for Missing Data Recovery in Air Pollution Monitoring Dataset. IWANN (1) (2019)
Solomiia Fedushko, Michal Gregus, Taras Ustyianovych
Medical card data imputation and patient psychological and behavioral profile construction. EUSPN/ICTH (2019)
Myroslav Stupnytskyi, Viktor Zhukov, Oleksii Biletskii, Michal Gregus
Application of Cluster Analysis for Determination of the Oxidative Stress Decompensation Criteria. IDDM (2018)
Natalia Kryvinska, Aneta Poniszewska-Maranda, Michal Gregus
An Approach towards Service System Building for Road Traffic Signs Detection and Recognition. EUSPN/ICTH (2018)
Juraj Zelenay, Peter Balco, Michal Gregus, Ján Luha
Solutions for Secure Collaboration, Selection of Methodology, Implementation and Case Studies for Their Use. INCoS (2018)
Miron Pavlus, Tomás Bacinský, Michal Gregus
Implementation of Mass Transfer Model on Parallel Computational System. NBiS (2018)
Monika Davidekova, Michal Gregus
Social Network Types: An Emergency Social Network Approach - A Concept of Possible Inclusion of Emergency Posts in Social Networks through an API. ICCC (2017)
Monika Dávideková, Michal Gregus
Successful Social Network Integration in an Academic Institution: Case Study of Opportunities. INCoS (2017)
Monika Dávideková, Michal Mjartan, Michal Gregus
Utilization of Virtual Reality in Education of Employees in Slovakia. EUSPN/ICTH (2017)
Monika Dávideková, Michal Gregus
Concept of Dynamic Advertisement Composition Model Tailored to Customers' Needs Based on Interactive Customer Input. ANT/SEIT (2017)
Monika Dávideková, Michal Gregus
Nice, Berlin, London - if every car had autonomous emergency braking system for forward collisions avoidance. FNC/MobiSPC (2017)
Monika Davidekova, Michal Gregus, Peter Farkas, Martin Rákus
Applications of Complete Complementary Codes and Propositions for Future Research Areas of these Codes. ANT/SEIT (2016)
Iryna Ivanochko, Michal Gregus, Oksana Urikova, Ihor Alieksieiev
Synergy of Services within SOA. EUSPN/ICTH (2016)
Monika Dávideková, Michal Gregus
Correlation Properties of QOCCC Based on 1D-CCC with Parameters (N, N, 2N) and (N, N, N). MobiWIS (2016)
Monika Davidekova, Michal Gregus
Software Application Logging: Aspects to Consider by Implementing Knowledge Management. OBD (2016)
Monika Davidekova, Peter Farkas, Michal Gregus
Analysis of the correlation properties of QOCCC. IWSSIP (2016)
Monika Davidekova, Michal Gregus, Peter Farkas
MatLab implementation of the recent CCC construction approach. TSP (2016)
Thomas H. Lenhard, Michal Gregus
An Unusual Approach to Basic Challenges of Data Mining. INCoS (2015)
Irena Ivanochko, Zuzana Kovacicová, Michal Gregus
Case of SOA strategy for e-Health services: some conceptual suggestions. iiWAS (2015)
Daniel Penzel, Natalia Kryvinska, Christine Strauss, Michal Gregus
The Future of Cloud Computing: A SWOT Analysis and Predictions of Development. FiCloud (2015)
Katerina Markoska, Irene Ivanochko, Michal Gregus
Mobile Payments in Austria - Is Mobile Banking Paving the Way for Mobile Payments? MobiWIS (2015)
Andreas Mladenow, Christine Bauer, Christine Strauss, Michal Gregus
Collaboration and Locality in Crowdsourcing. INCoS (2015)
Michal Gregus, Jakub Zilincan
Improving Rank of a Website in Search Results - An Experimental Approach. 3PGCIC (2015)
Irena Ivanochko, Viktoria Masiuk, Michal Gregus
Conceptualizing mBusiness. WTS (2015)
Peter Balco, Michal Gregus
Process as a Service (PraaS) for Planning of Resources in Organizations. INCoS (2015)
Andreas Mladenow, Niina Maarit Novak, Christine Strauss, Michal Gregus
Clouds and Interclouds in the Real Estate Sector. FiCloud (2015)
Michal Gregus, Vincent Karovic
Practical Implementation of Private Cloud Based on Open Source ownCloud for Small Teams - Case Study. 3PGCIC (2015)
Susanna Mandorf, Michal Gregus
The E-business Perspective as a Solution for Inertia against Complexity Management in SME. INCoS (2014)
Eugen Molnár, Rastislav Molnár, Natalia Kryvinska, Michal Gregus
Web intelligence in practice. J. Serv. Sci. Res. 6 (1) (2014)
Natalia Kryvinska, Christine Bauer, Christine Strauss, Michal Gregus
A SWOT Analysis of the Soft-Computing Paradigms SOA/SoC/Cloud Combination (C-SOA) in Software Development. MCIS (2014)
Natalia Kryvinska, Sebastian Kaczor, Christine Strauss, Michal Gregus
Servitization Strategies and Product-Service-Systems. SERVICES (2014)
Natalia Kryvinska, Sebastian Kaczor, Christine Strauss, Michal Gregus
Servitization - Its Raise through Information and Communication Technologies. IESS (2014)
Irena Ivanochko, Oksana Urikova, Michal Gregus
Modern Mobile Technologies for Collaborative E-business. INCoS (2014)
Marina Stoshikj, Michal Gregus
NSSs as a Solution to Negotiation Challenges in Enterprise Environment. INCoS (2014)