Research output per year
Research output per year
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Dive into the research topics where Jacob W. Kamminga is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Improving the Annotation Efficiency for Animal Activity Recognition using Active Learning
Spink, S., Kamminga, J. W. & Kamilaris, A., 18 May 2022, Measuring Behavior 2022: 12th International Conference on Methods and Techniques in Behavioral Research, and 6th Seminar on Behavioral Methods. Spink, A., Barski, J., Brouwer, A-M., Riedel, G. & Sil, A. (eds.). Vol. 2. p. 51-58 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile40 Downloads (Pure) -
Counting sea lions and elephants from aerial photography using deep learning with density maps
Padubidri, C., Kamilaris, A., Karatsiolis, S. & Kamminga, J., Dec 2021, In: Animal Biotelemetry. 9, 1, p. 1-10 10 p., 27.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile8 Citations (Scopus)17 Downloads (Pure) -
Hiding in the Deep: Online Animal Activity Recognition using Motion Sensors and Machine Learning
Kamminga, J. W., 9 Sept 2020, Enschede: University of Twente. 225 p.Research output: Thesis › PhD Thesis - Research UT, graduation UT
Open AccessFile672 Downloads (Pure) -
Towards Deep Unsupervised Representation Learning from Accelerometer Time Series for Animal Activity Recognition
Kamminga, J. W., Meratnia, N., Le, D. V. & Havinga, P. J. M., 24 Aug 2020. 8 p.Research output: Contribution to conference › Paper › peer-review
Open AccessFile114 Downloads (Pure) -
Dataset: Horse Movement Data and Analysis of its Potential for Activity Recognition
Kamminga, J. W., Meratnia, N. & Havinga, P. J. M., 10 Nov 2019, p. 22-25.Research output: Contribution to conference › Paper › peer-review
Open AccessFile5 Citations (Scopus)160 Downloads (Pure)
Datasets
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Horsing Around -- A Dataset Comprising Horse Movement
Kamminga, J. W. (Creator), 4TU.Centre for Research Data, 14 Aug 2019
DOI: 10.4121/uuid:2e08745c-4178-4183-8551-f248c992cb14
Dataset
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Multi Sensor-Orientation Movement Data of Goats
Kamminga, J. W. (Creator), DANS , 26 Mar 2018
DOI: 10.17026/dans-xhn-bsfb, http://www.persistent-identifier.nl/?identifier=urn:nbn:nl:ui:13-q7-esw9
Dataset
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Generic online animal activity recognition on collar tags
Kamminga, J. W. (Creator), Havinga, P. J. M. (Contributor) & Meratnia, N. (Contributor), DANS , 24 Nov 2017
DOI: 10.17026/dans-zp6-fmna, https://www.persistent-identifier.nl/urn:nbn:nl:ui:13-ri-wo2h and one more link, https://dl.acm.org/citation.cfm?id=3124407 (show fewer)
Dataset
Activities
- 9 Participating in a conference, workshop, ...
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26TH ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2020
Jacob Wilhelm Kamminga (Participant)
23 Aug 2020 → 27 Aug 2020Activity: Participating in or organising an event › Participating in a conference, workshop, ...
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6th Workshop on Mining and Learning from Time Series, MiLeTS 2020
Jacob Wilhelm Kamminga (Participant)
24 Aug 2020Activity: Participating in or organising an event › Participating in a conference, workshop, ...
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7th ICT.OPEN 2019
Jacob Wilhelm Kamminga (Participant)
19 Mar 2019Activity: Participating in or organising an event › Participating in a conference, workshop, ...
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17th ACM Conference on Embedded Networked Sensor Systems, ACM SenSys 2019
Jacob Wilhelm Kamminga (Participant)
10 Nov 2019 → 13 Nov 2019Activity: Participating in or organising an event › Participating in a conference, workshop, ...
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2nd Workshop on Data Acquisition To Analysis, DATA 2019
Jacob Wilhelm Kamminga (Participant)
10 Nov 2019Activity: Participating in or organising an event › Participating in a conference, workshop, ...