Expertises
Earth and Planetary Sciences
- Building
- Area
- Block
- Safety
Computer Science
- Evaluation
- Sensor Networks
- Tracking System
Engineering
- Service System
Organisaties
Publicaties
2024
Non-invasive fitness assessment in horses: Integrating wearables and machine learning. University of Twente. Darbandi, H.https://doi.org/10.3990/1.9789036561532
2023
Terrain Type Detection for Smart Equine Gait Analysis Systems Using Inertial Sensors and Machine Learning, 103-111. Parmentier, J. I. M., Serra Bragança, F. M., Hernlund, E. & van der Zwaag, B. J.https://doi.org/10.1109/DCOSS-IoT58021.2023.00029Surface types can be classified with equine IMUs data and machine learning, S9. Parmentier, J. I. M., Serra Bragança, F. M., Hernlund, E. & van der Zwaag, B. J.https://www.wageningenacademic.com/doi/10.3920/cep2023.s1Prediction of continuous and discrete kinetic parameters in horses from inertial measurement units data using recurrent artificial neural networks, Article 740, 740. Parmentier, J. I. M., Bosch, S., Zwaag, B. J. v. d., Weishaupt, M. A., Gmel, A. I., Havinga, P. J. M., Weeren, P. R. v. & Serra Bragança, F. M.https://doi.org/10.1038/s41598-023-27899-4Applying deep learning to IMU data to classify lameness location in horses, S10. Parmentier, J. I. M., van der Zwaag, B. J., Hernlund, E., Rhodin, M. & Serra Bragança, F. M.https://doi.org/10.3920/cep2023.s1
2022
Benchmarking feature selection algorithms for optimal classification and dataset comprehension: a biomechanical application, 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 learning, 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 networks, 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 approach, 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 learning, 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
Onderzoeksprofielen
Vakken collegejaar 2023/2024
Vakken in het huidig collegejaar worden toegevoegd op het moment dat zij definitief zijn in het Osiris systeem. Daarom kan het zijn dat de lijst nog niet compleet is voor het gehele collegejaar.
Vakken collegejaar 2022/2023
Adres
![](/.uc/iff4689c40103f3eb1100f2c8f403e85637f06a7b284b0801e3bc0268018041/zilverling.jpg)
Universiteit Twente
Zilverling (gebouwnr. 11), kamer 5016
Hallenweg 19
7522 NH Enschede
Universiteit Twente
Zilverling 5016
Postbus 217
7500 AE Enschede