Automatic identification of physical activity types and sedentary behaviors from triaxial accelerometer: laboratory-based calibrations are not enough - Bastian, Thomas; Maire, Aurélia; Dugas, Julien; Ataya, Abbas; Villars, Clément; Gris, Florence; Perrin, Emilie; Caritu, Yanis; Doron, Maeva; Blanc, Stéphane; Jallon, Pierre; Simon, Chantal (Journal of applied physiology (1985), 2015)
Keywords: Accelerometers; Accelerometry - methods; Adult; Algorithms; Automatic identification; Calibration; Environmental Sciences; Female; Field tests; Humans; Living conditions; Male; Middle Aged; Monitoring methods; Monitoring, Physiologic - methods; Motor Activity - physiology; Performance evaluation; Physical fitness; Physiology; Posture - physiology; Sedentary Lifestyle; Software; Young Adult; field study; machine learning and classification methods; sedentary behaviors; actimetry; physical activity