Aleksej Logacjov

HARTH: A Human Activity Recognition Dataset for Machine Learning

Aleksej Logacjov, Kerstin Bach, Atle Kongsvold et al. · Sensors · 2021 · 110 citations · Full text

Physical Activity, Engineering, Machine Learning +21

A Machine Learning Classifier for Detection of Physical Activity Types and Postures During Free-Living

Kerstin Bach, Atle Kongsvold, Hilde Bremseth Bårdstu et al. · Journal for the Measurement of Physical Behaviour · 2021 · 79 citations

Functional Movement Screening, Gait Analysis, Physical Activity +28

Validation of an Activity Type Recognition Model Classifying Daily Physical Behavior in Older Adults: The HAR70+ Model

Astrid Ustad, Aleksej Logacjov, Stine Øverengen Trollebø et al. · Sensors · 2023 · 46 citations · Full text

Self-supervised learning with randomized cross-sensor masked reconstruction for human activity recognition

Aleksej Logacjov, Kerstin Bach · Engineering Applications of Artificial Intelligence · 2023 · 24 citations · Full text

Engineering, Machine Learning, Human Pose Estimation +22

Can the bias of self-reported sitting time be corrected? A statistical model validation study based on data from 23 993 adults in the Norwegian HUNT study

Atle Kongsvold, Mats Flaaten, Aleksej Logacjov et al. · International Journal of Behavioral Nutrition and Physical Activity · 2023 · 18 citations · Full text

Physical Activity, Norwegian Hunt Study, Behavioral Sciences +5