@inproceedings{nguyen:hal-01740204, TITLE = {{An Efficient Design of a Machine Learning-Based Elderly Fall Detector}}, AUTHOR = {Nguyen, L.P. and Saleh, M. and Le Bouquin Jeann{\`e}s, R.}, URL = {https://univ-rennes.hal.science/hal-01740204}, BOOKTITLE = {{4th International Conference on Internet of Things (IoT) Technologies for HealthCare, HealthyIoT 2017}}, ADDRESS = {Angers, France}, EDITOR = {Bastel J.-B.Ahmed M.U.Begum S.}, PUBLISHER = {{Springer Verlag}}, VOLUME = {225}, PAGES = {34-41}, YEAR = {2017}, MONTH = Oct, DOI = {10.1007/978-3-319-76213-5\_5}, KEYWORDS = {Elderly fall detection ; Inertial measurement unit ; K-nearest neighbors ; Micro electro mechanical system ; Multi-layer perceptron ; Support vector machine}, HAL_ID = {hal-01740204}, HAL_VERSION = {v1}, }