Publications
Browse research publications from all Living Labs. Filter by lab, topic, year or free text to find what you need.
Showing 39 publications
Rashidi S. F., Olfati M., Mirjalili S., Grosan C., Platoš J., Snášel V.
A hybrid DEA–fuzzy clustering approach for accurate reference set identification
Machine Learning with Applications,
100818, 2025.
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
Knowledge-Based Systems,
304, 112482, 2024.
Ali A., Snášel V., Platoš J.
Health-FedNet: A privacy-preserving federated learning framework for scalable and secure healthcare analytics
Results in Engineering,
106484, 2025.
Chakraborty P., Bandyopadhyay A., Bhattacharyya S., Platos J.
IndiVNet: A region adaptive semantic image segmentation for autonomous driving in unstructured environments
Scientific Reports,
16 (1), art. no. 2468, 2026.
Phien N. N., Anh D. T., Platos J.
T2S-EDNN: A Segmentation-Driven Specialized Ensemble Framework with Cluster-Adaptive Routing for Robust Chaotic Time Series Forecasting
IEEE Access,
2026.
Novák V., Bezděk T., Zelinka I., Das S., Beseda M.
A longitudinal analysis of the CEC single-objective competitions (2010–2024) and implications for variational quantum optimization
Swarm and Evolutionary Computation,
107, art. no. 102469, 2026.
Horáčková L., Zelinka I.
Advanced swarm intelligence algorithms in quantum circuit design
International Journal of Parallel, Emergent and Distributed Systems,
40, 2025.
Panoc T., Meca O., Tomaszek L., Brzobohatý T., Říha L., Zelinka I., Kozubek T.
Automated search of an optimal configuration of FETI-based algorithms with the swarm and evolutionary algorithms
Applied Soft Computing,
167, 2024.
Alexeeva T. A., Kuznetsov N. V., Mokaev T. N., Zelinka I.
Chaotic dynamics in an overlapping generations model: Forecasting and regularization
Chaos, Solitons & Fractals,
196, art. no. 116371, 2025.
Diep Q. B., Truong T. C., Zelinka I.
Planning trajectory for UAVs using the self-organizing migrating algorithm
PLOS ONE,
20 (7), e0327016, 2025.
Recmanik M., Martinek R., Nedoma J., Jaros R., Pelc M., Hajovsky R., Velicka J., Pies M., Sevcakova M., Kawala-Sterniuk A.
A review of patient bed sensors for monitoring of vital signs
Sensors,
24 (15), 2024.
Hajovsky R., Pies M., Velicka J., Slany V., Rous R., Danys L., Martinek R.
Design of an IoT-Based Monitoring System as a Part of Prevention of Thermal Events in Mining and Landfill Waste Disposal Sites: A Pilot Case Study
IEEE Transactions on Instrumentation and Measurement,
72, art. no. 5500114, 2023.