Ensar Arif Sağbaş

Human activity recognition from smart watch sensor data using a hybrid of principal component analysis and random forest algorithm

Ensar Arif Sağbaş, Musa Peker · Measurement and Control · 2018 · 125 citations · Full text

Physical Activity, Engineering, Biometrics +21

Stress Detection via Keyboard Typing Behaviors by Using Smartphone Sensors and Machine Learning Techniques

Ensar Arif Sağbaş, Serdar Korukoğlu · Journal of Medical Systems · 2020 · 105 citations

Engineering, Data Science, Stress Detection +5

Diagnosis of transportation modes on mobile phone using logistic regression classification

Serkan Ballı, Ensar Arif Sağbaş · IET Software · 2018 · 28 citations

Location Tracking, Engineering, Biometrics +21

Real-time stress detection from smartphone sensor data using genetic algorithm-based feature subset optimization and k-nearest neighbor algorithm

Ensar Arif Sağbaş, Serdar Korukoğlu, Serkan Ballı · Multimedia Tools and Applications · 2023 · 18 citations

Mobile Sensing, Engineering, Data Science +9

Machine learning-based novel continuous authentication system using soft keyboard typing behavior and motion sensor data

Ensar Arif Sağbaş, Serkan Ballı · Neural Computing and Applications · 2024 · 16 citations · Full text