Body / wearable sensor dataset (Activity Recognition)
Click here to download it.
If you use this dataset in your work, please cite the following articles:
J. Andreu et al., “Real-time Recognition of Human Activities from Wearable Sensors by Evolving Classifiers”, IEEE International Conference on Fuzzy Systems, 2011.
J. Andreu et al., “Real-Time Recognition from Wireless Sensors Using Evolving Fuzzy Systems”, IEEE International Conference on Fuzzy Systems, 2010.
J. Andreu et al., “An Evolving Machine Learning Method for Human Activity Recognition Systems”, Journal of Ambient Intelligence and Humanized Computing, Special Issue on Human Activity Recognition, 2011
Eye gaze and pupillometry at work dataset (Neuroergonomics)
Data from this datasets are collected from Tobii and EyeLink remote eye trackers.
If you use this dataset in your work, please cite the following article:
Andreu-Perez, Javier, Celine Solnais, and Kumuthan Sriskandarajah. “EALab (Eye Activity Lab): a MATLAB Toolbox for Variable Extraction, Multivariate Analysis and Classification of Eye-Movement Data.” Neuroinformatics, 2015, 1-17. DOI: 10.1007/s12021-015-9275-4
Functional near infrared spectroscopy at work dataset (Neuroergonomics)
If you are interested in using this dataset, please send an e-mail to javier.andreu_at_imperial.ac.uk
If you use it in your work, please cite the following article:
J. Andreu, D. Leff, K. Shetty, A. Darzi, G-Z. Yang, “Disparity in Frontal Lobe Connectivity on a Complex Bimanual Motor Task Aids Classification of Operator Expertise”, Brain Connectivity, 2016.
Brain-Computer Interface Dataset
In this experiment users were instructed to navigate a real robot using a mental task.
A publication with the details of this experiment is still work in progress. The entire dataset will be available upon publication.
Please check our website soon for new updates.