ADVANCED PEDOMETER FOR SMARTPHONE-BASED ACTIVITY TRACKING Topics: Mobile Technologies for Healthcare Applications; Pattern Recognition and Machine Learning; Pervasive Health Systems and Services In Proceedings of the International Conference on Health Informatics - Volume 0BIOSTEC, 401-404, 2012 , Vilamoura, Algarve, Portugal