Andrea Mannini

Machine Learning Methods for Classifying Human Physical Activity from On-Body Accelerometers

Andrea Mannini, A.M. Sabatini · Sensors · 2010 · 778 citations · Full text

Computing, Computer Science, Health Informatics +17

Activity Recognition Using a Single Accelerometer Placed at the Wrist or Ankle

Andrea Mannini, Stephen Intille, Mary E. Rosenberger et al. · Medicine & Science in Sports & Exercise · 2013 · 380 citations · Full text

Education, Health Informatics, Data Mining +16

A Machine Learning Framework for Gait Classification Using Inertial Sensors: Application to Elderly, Post-Stroke and Huntington’s Disease Patients

Andrea Mannini, Diana Trojaniello, Andrea Cereatti et al. · Sensors · 2016 · 244 citations · Full text

Computing, Geriatric Medicine, Health Informatics +17

Gait phase detection and discrimination between walking–jogging activities using hidden Markov models applied to foot motion data from a gyroscope

Andrea Mannini, A.M. Sabatini · Gait & Posture · 2012 · 151 citations

Education, Kinesiology, Robotics Engineering +17

Longitudinal Study of Sleep Behavior in Normal Infants during the First Year of Life

Oliviero Bruni, Emma Baumgartner, Stefania Sette et al. · Journal of Clinical Sleep Medicine · 2014 · 143 citations · Full text

Medicine, Child Health, Pediatrics +17