--- a +++ b/README.md @@ -0,0 +1,28 @@ +# Stress and Affect Detection on Resource-Constrained Devices + +This repository contains code for the paper "Stress and Affect Detection on Resource-Constrained Devices", presented at the 18th International Conference on Machine Learning and Applications (2019), Boca Raton, FL, USA. + +We discuss an efficient and accurate solution to stress detection in our paper. The datasets used are: +* WESAD +* SWELL-KW +* DREAMER + +Paper published in Proceedings of the 18th International Conference on Machine Learning and Applications (2019), IEEE Xplore. + +Link: https://ieeexplore.ieee.org/document/8999216 + +Citation: + +``` +@inproceedings{8999216, + author={A. {Ragav} and N. H. {Krishna} and N. {Narayanan} and K. {Thelly} and V. {Vijayaraghavan}}, + booktitle={2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA)}, + title={Scalable Deep Learning for Stress and Affect Detection on Resource-Constrained Devices}, + year={2019}, + volume={}, + number={}, + pages={1585-1592}, +} +``` + +Authors: [Abhijith Ragav](https://github.com/abhijithragav), [Nanda H Krishna](https://github.com/nandahkrishna), [Naveen Narayanan](https://github.com/naveenggmu), [Kevin Thelly](https://github.com/KevinThelly), Vineeth Vijayaraghavan