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M. Greguš · SciRah

Researcher profile · Semantic Scholar

M. Greguš

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M. Greguš — researcher profile on SciRah

h-index: 26
Works: 189
Citations: 2,283

Most-cited papers

Application of Integrated Building Information Modeling, IoT and Blockchain Technologies in System Design of a Smart Building
I. Lokshina, M. Greguš, Wade Thomas
2019EUSPN/ICTH119 citations Open access
Semantic Scholar
The Analysis of Marketing Factors Influencing Consumers’ Preferences and Acceptance of Organic Food Products—Recommendations for the Optimization of the Offer in a Developing Market
B. Melović, Dragana Ćirović, B. Dudić, T. Vulic +1 more
2020Foods93 citations Open access
Semantic Scholar
Privacy Preserved Cervical Cancer Detection Using Convolutional Neural Networks Applied to Pap Smear Images
Shtwai Alsubai, Abdullah Alqahtani, Mohemmed Sha, Ahmad S. Almadhor +3 more
2023Computational and Mathematical Methods in Medicine65 citations Open access
Semantic Scholar
Predictive modeling based on small data in clinical medicine: RBF-based additive input-doubling method.
I. Izonin, R. Tkachenko, I. Dronyuk, P. Tkachenko +2 more
2021Mathematical biosciences and engineering : MBE61 citations Open access
Semantic Scholar
On-capillary Cell Lysis Enables Top-down Proteomic Analysis of Single Mammalian Cells by CE-MS/MS
Kendall R Johnson, Yunfan Gao, M. Greguš, A. Ivanov
2022Analytical Chemistry60 citations Open access
Semantic Scholar
Improved Sensitivity of Ultralow Flow LC–MS-Based Proteomic Profiling of Limited Samples Using Monolithic Capillary Columns and FAIMS Technology
M. Greguš, James C. Kostas, Somak Ray, Susan E. Abbatiello +1 more
2020Analytical Chemistry59 citations Open access
Semantic Scholar
Real-Time High-Load Infrastructure Transaction Status Output Prediction Using Operational Intelligence and Big Data Technologies
S. Fedushko, Taras Ustyianovych, M. Greguš
2020Electronics56 citations Open access
Semantic Scholar
Using a Two-Stage DEA Model to Measure Tourism Potentials of EU Countries and Western Balkan Countries: An Approach to Sustainable Development
B. Radovanov, B. Dudić, M. Greguš, Aleksandra Marcikić-Horvat +1 more
202055 citations Open access
Semantic Scholar
A GRNN-based Approach towards Prediction from Small Datasets in Medical Application
I. Izonin, R. Tkachenko, M. Greguš, K. Zub +1 more
2021ANT/EDI4046 citations Open access
Semantic Scholar
The Innovativeness and Usage of the Balanced Scorecard Model in SMEs
Zdenka Dudić, B. Dudić, M. Greguš, Daniela Nováčková +1 more
202045 citations Open access
Semantic Scholar
High-throughput microfluidic 3D biomimetic model enabling quantitative description of the human breast tumor microenvironment
Ilana Berger Fridman, James C. Kostas, M. Greguš, Somak Ray +4 more
2021Acta Biomaterialia38 citations Open access
Semantic Scholar
Capillary Electrophoresis Coupled to Electrospray Ionization Tandem Mass Spectrometry for Ultra-Sensitive Proteomic Analysis of Limited Samples
Kendall R Johnson, M. Greguš, James C. Kostas, A. Ivanov
2022Analytical Chemistry35 citations Open access
Semantic Scholar
Application of an Adaptive “Neuro-Fuzzy” Inference System in Modeling Cutting Temperature during Hard Turning
B. Savković, P. Kovac, B. Dudić, Dragan Rodić +2 more
2019Applied Sciences33 citations Open access
Semantic Scholar
An Approach towards Service System Building for Road Traffic Signs Detection and Recognition
N. Kryvinska, A. Poniszewska-Marańda, M. Greguš
2018EUSPN/ICTH33 citations Open access
Semantic Scholar
Simple and Efficient Microsolid-Phase Extraction Tip-Based Sample Preparation Workflow to Enable Sensitive Proteomic Profiling of Limited Samples (200 to 10,000 Cells)
James C. Kostas, M. Greguš, J. Schejbal, Somak Ray +1 more
2021Journal of Proteome Research30 citations Open access
Semantic Scholar
Coupling High-Field Asymmetric Ion Mobility Spectrometry with Capillary Electrophoresis-Electrospray Ionization-Tandem Mass Spectrometry Improves Protein Identifications in Bottom-Up Proteomic Analysis of Low Nanogram Samples
Kendall R Johnson, M. Greguš, A. Ivanov
2022Journal of Proteome Research28 citations Open access
Semantic Scholar
Family Entrepreneurship and Personal Career Preferences as the Factors of Differences in the Development of Entrepreneurial Potential of Students
Slavica Mitrović-Veljković, Mia Marić, Mladen Subotić, B. Dudić +1 more
2019Sustainability28 citations Open access
Semantic Scholar
The Impact of Sport Sponsorship Perceptions and Attitudes on Purchasing Decision of Fans as Consumers—Relevance for Promotion of Corporate Social Responsibility and Sustainable Practices
B. Melović, Sunčica Rogić, Julija Cerovic Smolovic, B. Dudić +1 more
2019Sustainability28 citations Open access
Semantic Scholar
Formalization of the metric of parameters for quality evaluation of the subject-system interaction session in the 5G-IoT ecosystem
V. Kovtun, I. Izonin, M. Greguš
2022Alexandria Engineering Journal21 citations Open access
Semantic Scholar
Input Doubling Method based on SVR with RBF kernel in Clinical Practice: Focus on Small Data
I. Izonin, R. Tkachenko, M. Greguš, K. Zub +1 more
2021ANT/EDI4021 citations Open access
Semantic Scholar
Emotional Intelligence of Engineering Students as Basis for More Successful Learning Process for Industry 4.0
Slavica Mitrović-Veljković, Ana Nešić, B. Dudić, M. Greguš +2 more
202021 citations Open access
Semantic Scholar
Comparative Characteristics of Ductile Iron and Austempered Ductile Iron Modeled by Neural Network
B. Savković, P. Kovac, B. Dudić, M. Greguš +3 more
2019Materials21 citations Open access
Semantic Scholar
Medical card data imputation and patient psychological and behavioral profile construction
S. Fedushko, M. Greguš, Taras Ustyianovych
2019EUSPN/ICTH20 citations Open access
Semantic Scholar
Model of functioning of the centralized wireless information ecosystem focused on multimedia streaming
V. Kovtun, I. Izonin, M. Greguš
2022Egyptian Informatics Journal18 citations Open access
Semantic Scholar
Data-Driven Analytics for Personalized Medical Decision Making
N. Melnykova, N. Shakhovska, M. Greguš, Volodymyr Melnykov +2 more
2020Mathematics18 citations Open access
Semantic Scholar
PNN-SVM Approach of Ti-Based Powder’s Properties Evaluation for Biomedical Implants Production
I. Izonin, R. Tkachenko, M. Greguš, Z. Duriagina +1 more
2022Computers Materials & Continua17 citations Open access
Semantic Scholar
Mathematical models of the information interaction process in 5G-IoT ecosystem: Different functional scenarios
V. Kovtun, I. Izonin, M. Greguš
2021ICT express17 citations Open access
Semantic Scholar
The functional safety assessment of cyber-physical system operation process described by Markov chain
V. Kovtun, I. Izonin, M. Greguš
2022Scientific Reports16 citations Open access
Semantic Scholar
Effective Software Effort Estimation Leveraging Machine Learning for Digital Transformation
Akshay Jadhav, Shishir K. Shandilya, I. Izonin, M. Greguš
2023IEEE Access15 citations Open access
Semantic Scholar
Short-Term Effects of Tillage Intensity and Fertilization on Sunflower Yield, Achene Quality, and Soil Physicochemical Properties under Semi-Arid Conditions
M. Nouraein, Goran Skataric, V. Spalević, B. Dudić +1 more
2019Applied Sciences15 citations Open access
Semantic Scholar
New mixture models for decoy-free false discovery rate estimation in mass spectrometry proteomics
Yi-Su Peng, Shantanu Jain, Yong-Fu-Ga Li, M. Greguš +3 more
2020Bioinform.14 citations Open access
Semantic Scholar
Evaluation of Important Analytical Parameters of the Peptest Immunoassay that Limit its Use in Diagnosing Gastroesophageal Reflux Disease
J. Dolina, Štefan Konečný, P. Ďurč, Júlia Lačná +7 more
2019Journal of Clinical Gastroenterology14 citations
Semantic Scholar
Towards Data Normalization Task for the Efficient Mining of Medical Data
I. Izonin, Bohdan Ilchyshyn, R. Tkachenko, M. Greguš +2 more
2022Automation, Control, and Information Technology13 citations
Semantic Scholar
Efficient Approach for Anomaly Detection in Internet of Things Traffic Using Deep Learning
Syed Ibrahim Imtiaz, Liaqat Ali Khan, Ahmad S. Almadhor, Sidra Abbas +3 more
2022Wireless Communications and Mobile Computing12 citations Open access
Semantic Scholar
An Approach for Opening Doors with a Mobile Robot Using Machine Learning Methods
L. Mochurad, Yaroslav Hladun, Yevgen Zasoba, M. Greguš
2023Big Data and Cognitive Computing11 citations Open access
Semantic Scholar
Hybrid Classifier via PNN-based Dimensionality Reduction Approach for Biomedical Engineering Task
I. Izonin, R. Tkachenko, M. Greguš, Liliia Ryvak +2 more
2021FNC/MobiSPC11 citations Open access
Semantic Scholar
Model of Information System Communication in Aggressive Cyberspace: Reliability, Functional Safety, Economics
V. Kovtun, I. Izonin, M. Greguš
2022IEEE Access10 citations Open access
Semantic Scholar
Automated Cognitive Health Assessment Based on Daily Life Functional Activities
Shtwai Alsubai, Abdullah Alqahtani, Mohemmed Sha, Sidra Abbas +2 more
2023Computational Intelligence and Neuroscience9 citations Open access
Semantic Scholar
Reliability model of the security subsystem countering to the impact of typed cyber-physical attacks
V. Kovtun, I. Izonin, M. Greguš
2022Scientific Reports9 citations Open access
Semantic Scholar
CNGOD-An improved convolution neural network with grasshopper optimization for detection of COVID-19.
Akansha Singh, Krishna Singh, M. Greguš, I. Izonin
2022Mathematical biosciences and engineering : MBE9 citations Open access
Semantic Scholar
An Approach Toward Numerical Data Augmentation and Regression Modeling Using Polynomial-Kernel-Based SVR
I. Izonin, R. Tkachenko, Natalya Horbal, M. Greguš +2 more
2021Proceedings of International Conference on Data Science and Applications8 citations
Semantic Scholar
Optimization of Technological's Processes Industry 4.0 Parameters for Details Manufacturing via Stamping: Rules of Queuing Systems
Yevgen Martyn, S. Liaskovska, M. Greguš, I. Izonin +1 more
2021FNC/MobiSPC8 citations Open access
Semantic Scholar
Knowledge Management-Enabling Technologies: A Supplementary Classification
Monika Dávideková, M. Greguš, M. Zanker, V. Bureš
2020Acta Informatica Pragensia8 citations Open access
Semantic Scholar
Importance of PET/CT examination in patients with malignant uveal melanoma.
M. Marko, P. Leško, D. Jurenová, R. Furda +1 more
2020Czech and Slovak Ophthalmology8 citations Open access
Semantic Scholar
Capillary electrophoretic analysis of ionic content in exhaled breath condensate and pH monitoring as a non-invasive method in gastroesophageal reflux disease diagnostics.
Júlia Lačná, P. Ďurč, M. Greguš, J. Skřičková +7 more
2019Journal of chromatography. B, Analytical technologies in the biomedical and life sciences8 citations
Semantic Scholar
Cloud technologies - solution for secure communication and collaboration
Juraj Zelenay, P. Balco, M. Greguš
2019ANT/EDI408 citations Open access
Semantic Scholar
Mathematical Simulation of Behavior of Female Breast Consisting Malignant Tumor During Hormonal Changes
A. Makrariya, Shishir Kumar Shandilya, Shishir K. Shandilya, M. Greguš +2 more
2022IEEE Access7 citations Open access
Semantic Scholar
Modeling a session of subject-system interaction in a wireless communication infrastructure with a mixed resource
V. Kovtun, I. Izonin, M. Greguš
2022PLoS ONE7 citations Open access
Semantic Scholar
Formation of the Entrepreneurial Potential of Student Youth: A Factor of Work Experience
N. Chukhray, M. Greguš, O. Karyy, L. Halkiv
2021Mathematics7 citations Open access
Semantic Scholar
Mathematical Modeling of Heat Transfer in Anisotropic Biophysical Materials, Taking Into Account the Phase Transition Boundary
Yaroslav Sokolovskyy, I. Boretska, B. Gayvas, I. Kroshnyy +2 more
2019International Workshop on Informatics & Data-Driven Medicine7 citations
Semantic Scholar

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