Learning personalized ADL recognition models from few raw data
Sign Up to like & getrecommendations! Published in 2020 at "Artificial intelligence in medicine"
DOI: 10.1016/j.artmed.2020.101916
Abstract: Recognition of activities of daily living (ADL) is an essential component of assisted living systems based on actigraphy. This task can nowadays be performed by machine learning models which are able to automatically extract and… read more here.
Keywords: adl recognition; recognition models; personalized adl; recognition ... See more keywords
ADL-GAN: Data Augmentation to Improve In-the-Wild ADL Recognition Using GANs
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3271409
Abstract: The types of Activities of Daily Living (ADL) a person performs or avoids, and underlying patterns can provide insights into physical and mental health, making passive ADL recognition from smartphone sensor data important. However, as… read more here.
Keywords: wild adl; adl recognition; transfer adl; adl ... See more keywords