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Showing 84 publications

Toai T. K., Senkerik R., Hanh V. T. X., Zelinka I.
Malware Classification by Using Deep Learning Framework
Malware Classification by Using Deep Learning Framework
Computational Intelligence Methods for Green Technology and Sustainable Development (GTSD 2020), Advances in Intelligent Systems and Computing, 1284, 84–92, 2021.
DOI: 10.1007/978-3-030-62324-1_8
Amer E., Zelinka I.
A dynamic Windows malware detection and prediction method based on contextual understanding of API call sequence
A dynamic Windows malware detection and prediction method based on contextual understanding of API call sequence
Computers & Security, 92, art. no. 101760, 2020.
DOI: 10.1016/j.cose.2020.101760
Amer E., Zelinka I., El-Sappagh S.
A Multi-Perspective malware detection approach through behavioral fusion of API call sequence
A Multi-Perspective malware detection approach through behavioral fusion of API call sequence
Computers & Security, 110, art. no. 102449, 2021.
DOI: 10.1016/j.cose.2021.102449
Zelinka I., Szczypka M., Plucar J., Kuznetsov N.
From malware samples to fractal images: A new paradigm for classification
From malware samples to fractal images: A new paradigm for classification
Mathematics and Computers in Simulation, 218, 174–203, 2024.
DOI: 10.1016/j.matcom.2023.11.032
Velluvakandy R., Ju X., Pumera M.
Artificial chemotaxis in micro/nanomotors
Artificial chemotaxis in micro/nanomotors
Nature Communications, 17, 5275, 2026.
DOI: 10.1038/s41467-026-72137-w
Ju X., Palacká K., Velluvakandy R., Michalička J., Pumera M.
Glucose-Powered Ultrasmall Chemotactic Nanorobots for Retinal Degeneration Treatment
Glucose-Powered Ultrasmall Chemotactic Nanorobots for Retinal Degeneration Treatment
Journal of the American Chemical Society, 147(49), 45405–45422, 2025.
DOI: 10.1021/jacs.5c15651
Ramakrishnan M. C., Pumera M.
MOF-derived magnetic microrobots for the active capture of nanoplastics
MOF-derived magnetic microrobots for the active capture of nanoplastics
Environmental Science: Nano, 13(5), 2313–2324, 2026.
DOI: 10.1039/D5EN00665A
Wu X., Peng X., Ren L., Guan J., Pumera M.
Reconfigurable Self-Assembling Photocatalytic Magnetic Liquid Metal Microrobot Swarm for Microplastic Capture and Degradation
Reconfigurable Self-Assembling Photocatalytic Magnetic Liquid Metal Microrobot Swarm for Microplastic Capture and Degradation
Small, 21(38), 2501351, 2025.
DOI: 10.1002/smll.202501351
Ju X., Javorková E., Michalička J., Pumera M.
Single-Atom Colloidal Nanorobotics Enhanced Stem Cell Therapy for Corneal Injury Repair
Single-Atom Colloidal Nanorobotics Enhanced Stem Cell Therapy for Corneal Injury Repair
ACS Nano, 19(20), 19095–19115, 2025.
DOI: 10.1021/acsnano.4c18874
Rashidi S. F., Olfati M., Mirjalili S., Grosan C., Platoš J., Snášel V.
A hybrid DEA–fuzzy clustering approach for accurate reference set identification
A hybrid DEA–fuzzy clustering approach for accurate reference set identification
Machine Learning with Applications, 100818, 2025.
DOI: 10.1016/j.mlwa.2025.100818
Svoboda R., Basterrech S., Kozal J., Platoš J., Woźniak M.
A natural gas consumption forecasting system for continual learning scenarios based on Hoeffding trees with change point detection mechanism
A natural gas consumption forecasting system for continual learning scenarios based on Hoeffding trees with change point detection mechanism
Knowledge-Based Systems, 304, 112482, 2024.
DOI: 10.1016/j.knosys.2024.112482
Ali A., Snášel V., Platoš J.
Health-FedNet: A privacy-preserving federated learning framework for scalable and secure healthcare analytics
Health-FedNet: A privacy-preserving federated learning framework for scalable and secure healthcare analytics
Results in Engineering, 106484, 2025.
DOI: 10.1016/j.rineng.2025.106484