University of Twente
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prof.dr. J.N. Kok (Joost)

Dean

About Me

My research is concentrated around data. My main research themes are data science and artificial intelligence . My main application areas are currently in Health, Sports & Movement, Biodiversity and Citizen Science.

Expertise

Mathematics
# Clustering
# Concept Drift
# Data Distribution
# Data Management
# Data Streams
# Novelty Detection
Engineering & Materials Science
# Data Streams
# Reusability

Organisations

Ancillary Activities

  • Stichting Neurale Netwerken
    Bestuurslid
  • Wetenschapscommissie Nationale Sportraad
    Lid
  • Nederlands eScience Center
    Bestuurslid
  • Springer Nature
    Editor-in-Chief tijdschrift Natural Computing
  • Netherlands Forensic Institue
    Scientific Advisor

Publications

Recent
Dearo Garcia, K. (2021). Unsupervised learning approaches for non-stationary data streams. [PhD Thesis - Research UT, graduation UT, University of Twente]. University of Twente. https://doi.org/10.3990/1.9789036551601
Dearo Garcia, K. , Rebelo de Sá, C. , Poel, M., Carvalho, T., Mendes-Moreira, J., Cardoso, J. M. P., de Carvalho, A. C. P. L. F. , & Kok, J. N. (2021). An Ensemble of Autonomous Auto-Encoders for Human Activity Recognition. Neurocomputing, 439, 271-280. https://doi.org/10.1016/j.neucom.2020.01.125
Garcia, K. D., de Faria, E. R. , de Sá, C. R., Mendes-Moreira, J., Aggarwal, C. C., de Carvalho, A. C. P. L. F. , & Kok, J. N. (2019). Ensemble Clustering for Novelty Detection in Data Streams. In P. Kralj Novak, S. Džeroski, & T. Šmuc (Eds.), Discovery Science : 22nd International Conference, DS 2019, Splitm, Croatia, October 28-30, 2019. Proceedings (pp. 460-470). (Lecture Notes in Artificial Intelligence; subseries of Lecture Notes in Computer Science; Vol. 11828 LNAI). Springer. https://doi.org/10.1007/978-3-030-33778-0_34
Garcia, K. D. , Poel, M. , Kok, J. N., & de Carvalho, A. C. P. L. F. (2019). Online Clustering for Novelty Detection and Concept Drift in Data Streams. In P. Moura Oliveira, P. Novais, & L. P. Reis (Eds.), Progress in Artificial Intelligence: 19th EPIA Conference on Artificial Intelligence, EPIA 2019, Vila Real, Portugal, September 3–6, 2019, Proceedings (pp. 448-459). (Lecture Notes in Computer Science; Vol. 11805), (Lecture Notes in Artificial Intelligence), (Lecture Notes in Bioinformatics). Springer. https://doi.org/10.1007/978-3-030-30244-3_37

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Contact Details

+31534893495  (secretary)
 
 

Visiting Address

University of Twente
Faculty of Electrical Engineering, Mathematics and Computer Science
Zilverling (building no. 11), room 1070
Hallenweg 19
7522NH  Enschede
The Netherlands

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Mailing Address

University of Twente
Faculty of Electrical Engineering, Mathematics and Computer Science
Zilverling  1070
P.O. Box 217
7500 AE Enschede
The Netherlands

Organisations

University of Twente Drienerlolaan 5
7522 NB Enschede
+31 (0)53 489 9111
info@utwente.nl
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