Datasets

• Labeled datasets for cognitive-load monitoring with a wearable device: link
  • The datasets can be used only for research purposes
  • References:
    1. Gjoreski, Martin, Tine Kolenik, Timotej Knez, Mitja Luštrek, Matjaž Gams, Hristijan Gjoreski, and Veljko Pejović. “Datasets for Cognitive Load Inference Using Wearable Sensors and Psychological Traits.” Applied Sciences 10, no. 11 (2020): 3843.
    2. Pejović, Veljko, Martin Gjoreski, Christoph Anderson, Klaus David, and Mitja Luštrek. “Toward Cognitive Load Inference for Attention Management in Ubiquitous Systems.” IEEE Pervasive Computing 19, no. 2 (2020): 35-45.
    3. Gjoreski, Martin, Mitja Luštrek, and Veljko Pejović. “My watch says I’m busy: Inferring cognitive load with low-cost wearables.” In Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, pp. 1234-1240. 2018.
• Labeled datasets for stress monitoring with a wearable device
  • The datasets can be used only for research purposes
  • Laboratory data (pass: cogload2015jsi): link
  • Real-life data (pass: emoStress2015jsi): link
  • References:
    1. Gjoreski, Martin, Mitja Luštrek, Matjaž Gams, and Hristijan Gjoreski. “Monitoring stress with a wrist device using context.” Journal of biomedical informatics 73 (2017): 159-170.
    2. Gjoreski, Martin, Hristijan Gjoreski, Mitja Luštrek, and Matjaž Gams. “Continuous stress detection using a wrist device: in laboratory and real life.” In proceedings of the 2016 ACM international joint conference on pervasive and ubiquitous computing: Adjunct, pp. 1185-1193. 2016.