Browsing by Author "Keskin, S.R."

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A data-driven approach to kinematic analytics of spinal motion

Gençdoğmuş, Ayşenur; Keskin, S.R.; Dogan, G.; Ozturk, Y. (Institute of Electrical and Electronics Engineers Inc., 2019)

A common reason for low back pain can be attributed to postural stress. While seated or walking, bad posture can put strain on the spine. Increased stress on the spine may induce tightness and spasms in the lower back ...
DNN and CNN approach for human activity recognition

Keskin, S.R.; Gençdoğmuş, Ayşenur; Yıldırım, Buse; Dogan, G.; Ozturk, Y. (Institute of Electrical and Electronics Engineers Inc., 2020)

One of the common causes of low back pain is postural stress. When sitting or walking, poor posture may result in spinal dysfunction. Increased pressure on the spine can cause tension and spasms in the lumbar muscles and ...
Where are you?: Human activity recognition with smartphone sensor data

Dogan, G.; Çay, İremnaz; Ertaş, Sinem Sena; Keskin, S.R.; Alotaibi, N.; Sahin, E. (Association for Computing Machinery, 2020)

This paper describes our submission as Team-Petrichor to the competition that was organized by the SHL recognition challenge dataset authors. We compared multiple machine learning approach for classifying eight different ...