Generally, my research intersects between the area of Human-Computer (Mobile) Interaction and Machine Learning. In particular, I investigate how Machine Learning can be used to enhance and create new and novel interaction techniques in devices such as wearables, smartphones and tablets. In the past, I investigated an interaction technique that uses back area/side of the device to sense and model users’ grip patterns to enhance touchscreen touch target, user identification and detect cognitive errors.
Touch Target Prediction
Swipe Cognitive Error Detection