Wearable-sensors-based platform for gesture recognition of autism spectrum disorder children using machine learning algorithms

UA Siddiqui, F Ullah, A Iqbal, A Khan, R Ullah… - Sensors, 2021 - mdpi.com
Autistic people face many challenges in various aspects of daily life such as social skills,
repetitive behaviors, speech, and verbal communication. They feel hesitant to talk with …

Smokesense: Online activity recognition framework on smartwatches

M Shoaib, OD Incel, H Scholten, P Havinga - … Computing, Applications, and …, 2018 - Springer
In most cases, human activity recognition (AR) with smartphones and smartwatches has
been done offline due to the limited resources of these devices. Initially, these devices were …

Context-aware and dynamically adaptable activity recognition with smart watches: A case study on smoking

S Agac, M Shoaib, OD Incel - Computers & Electrical Engineering, 2021 - Elsevier
Motion sensors available on wearable devices make it possible to recognize various user
activities. An accelerometer is mostly sufficient to detect simple activities, such as walking …

Resource consumption analysis of online activity recognition on mobile phones and smartwatches

M Shoaib, OD Incel, H Scolten… - 2017 IEEE 36th …, 2017 - ieeexplore.ieee.org
Most of the studies on human activity recognition using smartphones and smartwatches are
performed in an offline manner. In such studies, collected data is analyzed in machine …

Exploring the parameter space of human activity recognition with mobile devices

B Saylam, M Shoaib, ÖD Incel - Turkish Journal of Electrical …, 2020 - journals.tubitak.gov.tr
Motion sensors available on smart phones make it possible to recognize human activities.
Accelerometer, gyroscope, magnetometer, and their various combinations are used to …

Smoking recognition using smartwatch sensors

S Ağaç - acikbilim.yok.gov.tr
Thanks to the technological advances, the use of smartwatches and other wearable devices
is growing rapidly. They are equipped with various motion sensors and this makes them …