Advisor: Pourang Irani
Research Areas: Human-Computer Interaction, Applied Machine Learning, Applied Signal Processing and Healthcare Informatics
I am an M.Sc. student in Dr. Irani's HCI lab. I have completed an M.Sc. program at Amirkabir University of Technology in Iran, in which I explored several machine learning and signal processing techniques with the data collected with smartphone sensors, in order to detect people's safe driving behaviors. For my M.Sc. thesis in Dr. Irani's HCI lab, one of the major goals is the identification of people's unhealthy habits. To achieve this, I use wearable devices and apply machine learning algorithms classification techniques.
Roya Lotfi, George Tzanetakis, Rasit Eskicioglu, and Pourang Irani. 2020. A Comparison between Audio and IMU data to Detect Chewing Events Based on an Earable Device. In 11th Augmented Human International Conference (AH ’20), May 27–29, 2020, Winnipeg, MB, Canada. ACM, New York, NY, USA, 8pages. https://doi.org/10.1145/3396339.3396362