Articles with public access mandates - Dariusz MrozekLearn more
Not available anywhere: 5
Effective Prediction of Energy Consumption in Automated Guided Vehicles with Recurrent and Convolutional Neural Networks
P Benecki, D Kostrzewa, P Grzesik, B Shubyn, JH Syu, JCW Lin, ...
2023 IEEE International Conference on Big Data (BigData), 5024-5030, 2023
Mandates: European Commission
YOLO-based Object Detection in Panoramic Images of Smart Buildings
S Pokuciński, D Mrozek
2023 IEEE 10th International Conference on Data Science and Advanced …, 2023
Mandates: European Commission
The classification of stages of epiretinal membrane using convolutional neural network on optical coherence tomography image
CL Hung, KH Lin, YK Lee, D Mrozek, YT Tsai, CH Lin
Methods 214, 28-34, 2023
Mandates: European Commission
Interpreting Industrial IoT Data Streams through Fuzzy Querying with Hysteretic Fuzzy Sets on Apache Kafka
B Małysiak-Mrozek, B Ryba, M Molęda, CL Hung, W Pedrycz, W Ding, ...
IEEE Transactions on Fuzzy Systems, 2024
Mandates: European Commission
Predicting Conflict Zones on Terrestrial Routes of Automated Guided Vehicles with Fuzzy Querying on Apache Kafka
B Małysiak-Mrozek, M Bas, V Sunderam, S Kozielski, D Mrozek
2023 IEEE 10th International Conference on Data Science and Advanced …, 2023
Mandates: European Commission
Available somewhere: 12
From corrective to predictive maintenance—A review of maintenance approaches for the power industry
M Molęda, B Małysiak-Mrozek, W Ding, V Sunderam, D Mrozek
Sensors 23 (13), 5970, 2023
Mandates: National Natural Science Foundation of China, European Commission
Federated learning for improved prediction of failures in autonomous guided vehicles
B Shubyn, D Kostrzewa, P Grzesik, P Benecki, T Maksymyuk, ...
Journal of Computational Science 68, 101956, 2023
Mandates: European Commission
Scalable data mining algorithms in computational biology and biomedicine
Q Zou, D Mrozek, Q Ma, Y Xu
BioMed research international 2017, 2017
Mandates: National Natural Science Foundation of China
High-efficient fuzzy querying with hiveql for big data warehousing
B Małysiak-Mrozek, J Wieszok, W Pedrycz, W Ding, D Mrozek
IEEE Transactions on Fuzzy Systems 30 (6), 1823-1837, 2021
Mandates: National Natural Science Foundation of China
Machine learning techniques on gene function prediction
Q Zou, AK Sangaiah, D Mrozek
Frontiers in Genetics 10, 938, 2019
Mandates: National Natural Science Foundation of China
Combining Machine Learning and Edge Computing: Opportunities, Challenges, Platforms, Frameworks, and Use Cases
P Grzesik, D Mrozek
Electronics 13 (3), 640, 2024
Mandates: European Commission
Resource Consumption of Federated Learning Approach Applied on Edge IoT Devices in the AGV Environment
B Shubyn, P Grzesik, T Maksymyuk, D Kostrzewa, P Benecki, JH Syu, ...
International Conference on Computational Science, 492-504, 2023
Mandates: European Commission
IEEE access special section editorial: Feature representation and learning methods with applications in large-scale biological sequence analysis
F Cui, Q Zou, Q Ma, L Wei, J Tang, D Mrozek
IEEE Access 9, 33110-33119, 2021
Mandates: US National Science Foundation, US Department of Defense, US National …
Detecting Selected Instruments in the Sound Signal
D Kostrzewa, P Szwajnoch, R Brzeski, D Mrozek
Applied Sciences 14 (14), 6330, 2024
Mandates: European Commission
Methods and Applications of Space Understanding in Indoor Environment—A Decade Survey
S Pokuciński, D Mrozek
Applied Sciences 14 (10), 3974, 2024
Mandates: European Commission
Object Detection with YOLOv5 in Indoor Equirectangular Panoramas
S Pokuciński, D Mrozek
Procedia Computer Science 225, 2420-2428, 2023
Mandates: European Commission
Machine Learning Techniques on Gene Function Prediction Volume II
R Qi, AK Sangaiah, D Mrozek, Q Zou
Frontiers in Genetics 13, 949285, 2022
Mandates: National Natural Science Foundation of China
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