Applying Multivariate Segmentation Methods to Human Activity Recognition From Wearable Sensors’ Data

Kenan Li   ¹ , PhD ;   Rima Habre   ¹ , PhD ;   Huiyu Deng   ¹ , MSc ;   Robert Urman   ¹ , PhD ;   John Morrison   ¹ , MSc ;   Frank D Gilliland   ¹ , PhD ;   José Luis Ambite   ² , PhD ;   Dimitris Stripelis   ² , MSc ;   Yao-Yi Chiang   ³ , PhD ;   Yijun Lin   ³ , MSc ;   Alex AT Bui   ⁴ , PhD ;   Christine King   ⁵ , PhD ;   Anahita Hosseini   ⁶ , MSc ;   Eleanne Van Vliet   ¹ , PhD ;   Majid Sarrafzadeh   ⁶ , PhD ;   Sandrah P Eckel   ¹ , PhD

¹ Department of Preventive Medicine, Keck School of Medicine of University of Southern California, Los Angeles, CA, United States

² Information Sciences Institute, University of Southern California, Los Angeles, CA, United States

³ Spatial Sciences Institute, University of Southern California, Los Angeles, CA, United States

⁴ Department of Radiological Sciences, University of California Los Angeles, Los Angeles, CA, United States

⁵ Department of Biomedical Engineering, University of California, Irvine, Irvine, CA, United States

⁶ Department of Computer Science, University of California Los Angeles, Los Angeles, CA, United States