Welcome...

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

Data Streams
Clustering
Novelty Detection
Model
Ensemble
Concept Drift
Reusability
Stewardship
Industry
Data Management
Data Management
Management
Information Management
Human Activities
Recognition (Psychology)

Ancillary Activities

  • Stichting Neurale Netwerken
    Bestuurslid
  • Wetenschapscommissie Nationale Sportraad
    Lid
  • Springer Nature
    Editor-in-Chief tijdschrift Natural Computing
  • Smart Research B.V.
    UBO

Publications

Recent
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
Wilkinson, M. D., Dumontier, M., Aalbersberg, IJ. J., Appleton, G., Axton, M., Baak, A., Blomberg, N., Boiten, J-W. , Santos, L. B. D. S., Bourne, P. E., Bouwman, J., Brookes, A. J., Clark, T., Crosas, M., Dillo, I., Dumon, O., Edmunds, S., Evelo, C. T., Finkers, R., ... Mons, B. (2016). The FAIR Guiding Principles for scientific data management and stewardship. Scientific Data, 3, [160018]. https://doi.org/10.1038/sdata.2016.18

UT Research Information System

Google Scholar Link

Contact Details

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

Navigate to location

Mailing Address

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