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Publications

2023
2022
Benchmarking feature selection algorithms for optimal classification and dataset comprehension: a biomechanical applicationComputer methods in biomechanics and biomedical engineering, 25(Suppl. 1), S245-S247. Parmentier, J. I. M., Serra Bragança, F. M. & van der Zwaag, B. J.https://doi.org/10.1080/10255842.2022.2116885Estimation of hoof-on/off moments using inertial sensors and deep learningComparative Exercise Physiology, 18(Suppl. 1), S54-S54. Darbandi, H., Serra Bragança, F. M., van der Zwaag, B. J., Rhodin, M., Hernlund, E., Hobbs, S. J., Clayton, H. M. & Havinga, P. J. M.https://doi.org/10.3920/cep2022.s1Prediction of kinetic parameters from body mounted IMU data using recurrent neural networksComparative Exercise Physiology, 18(Suppl. 1), S45-S45. Parmentier, J. I. M., Zwaag, B. J. v. d., Weishaupt, M. A., Gmel, A. I., Havinga, P. J. M., van Weeren, P. R. & Serra Bragança, F. M.https://doi.org/10.3920/cep2022.s1Accurate Horse Gait Event Estimation Using an Inertial Sensor Mounted on Different Body LocationsIn Proceedings - 2022 IEEE International Conference on Smart Computing, SMARTCOMP 2022 (pp. 329-335). IEEE. Darbandi, H., Braganca, F. S., van der Zwaag, B. J. & Havinga, P.https://doi.org/10.1109/SMARTCOMP55677.2022.00076
2021
Using different combinations of body-mounted IMU sensors to estimate speed of horses: A machine learning approachSensors (Switzerland), 21(3), Article 798. Darbandi, H., Bragança, F. S., van der Zwaag, B. J., Voskamp, J., Gmel, A. I., Haraldsdóttir, E. H. & Havinga, P.https://doi.org/10.3390/s21030798
2020
Improving gait classification in horses by using inertial measurement unit (IMU) generated data and machine learningScientific reports, 10(1), Article 17785. Serra Bragança, F. M., Broomé, S., Rhodin, M., Björnsdóttir, S., Gunnarsson, V., Voskamp, J. P., Persson-Sjodin, E., Back, W., Lindgren, G., Novoa-Bravo, M., Roepstorff, C., van der Zwaag, B. J., Van Weeren, P. R. & Hernlund, E.https://doi.org/10.1038/s41598-020-73215-9

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Courses academic year 2023/2024

Courses in the current academic year are added at the moment they are finalised in the Osiris system. Therefore it is possible that the list is not yet complete for the whole academic year.

Courses academic year 2022/2023

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