dr. J.W. Kamminga (Jacob)

Universitair docent
EEMCS-CS-PS
Zilverling
j.w.kamminga@utwente.nl
+31534894735
Visitekaartje

Expertises

  • Computer Science

    • Activity Recognition
    • Classifier
    • Accuracy
    • Annotation

  • Earth and Planetary Sciences

    • Recognition
    • Detection
    • Biodiversity

  • Physics

    • Acoustics

Organisaties

Publicaties

2024
COOD: Combined out-of-distribution detection using multiple measures for anomaly & novel class detection in large-scale hierarchical classification, 1-28. ArXiv.org. Hogeweg, L., Gangireddy, R., Brunink, D., Kalkman, V., Cornelissen, L. & Kamminga, J. W.https://doi.org/10.48550/arXiv.2403.06874
2022
ARISE: Building an infrastructure for species recognition and biodiversity monitoring in the Netherlands. van Ommen Kloeke, E., Huijbers, C., Beentjes, K., Kamminga, J. W., Bakker, P. A. J. & Kissling, W. D.https://doi.org/10.3897/biss.6.93613Improving the Annotation Efficiency for Animal Activity Recognition using Active LearningIn Measuring Behavior 2022: 12th International Conference on Methods and Techniques in Behavioral Research, and 6th Seminar on Behavioral Methods (pp. 51-58). Spink, S., Kamminga, J. W. & Kamilaris, A.https://doi.org/10.6084/m9.figshare.20066849
2021
Counting sea lions and elephants from aerial photography using deep learning with density maps, Article 27, 1-10. Padubidri, C., Kamilaris, A., Karatsiolis, S. & Kamminga, J.https://doi.org/10.1186/s40317-021-00247-x
2020
Hiding in the Deep: Online Animal Activity Recognition using Motion Sensors and Machine Learning. University of Twente. Kamminga, J. W.https://doi.org/10.3990/1.9789036550550Towards Deep Unsupervised Representation Learning from Accelerometer Time Series for Animal Activity Recognition. Kamminga, J. W., Meratnia, N., Le, D. V. & Havinga, P. J. M.
2019
Horsing Around: A Dataset Comprising Horse Movement, Article 131. Kamminga, J. W., Janßen, L., Meratnia, N. & Havinga, P. J. M.https://doi.org/10.3390/data4040131Dataset: Horse Movement Data and Analysis of its Potential for Activity Recognition, 22-25. Kamminga, J. W., Meratnia, N. & Havinga, P. J. M.https://doi.org/10.1145/3359427.3361908Synchronization between Sensors and Cameras in Movement Data Labeling FrameworksIn DATA'19: Proceedings of the 2nd Workshop on Data Acquisition To Analysis (pp. 37-39). Kamminga, J. W., Jones, M., Seppi, K., Meratnia, N. & Havinga, P. J. M.https://doi.org/10.1145/3359427.3361920

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

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