A comparison study of classifier algorithms for cross-person physical activity recognition

Y Saez, A Baldominos, P Isasi - Sensors, 2016 - mdpi.com
Physical activity is widely known to be one of the key elements of a healthy life. The many
benefits of physical activity described in the medical literature include weight loss and …

Personalized mobile physical activity recognition

A Reiss, D Stricker - Proceedings of the 2013 international symposium …, 2013 - dl.acm.org
Personalization of activity recognition has become a topic of interest recently. This paper
presents a novel concept, using a set of classifiers as general model, and retraining only the …

A personalized exercise trainer for the elderly

G Bleser, D Steffen, M Weber… - Journal of ambient …, 2013 - content.iospress.com
Regular and moderate physical activity practice provides many physiological benefits. It
reduces the risk of disease outcomes and is the basis for proper rehabilitation after a severe …

Feature selection for physical activity recognition using genetic algorithms

A Baldominos, P Isasi, Y Saez - 2017 IEEE Congress on …, 2017 - ieeexplore.ieee.org
Physical activity is widely known to be a key factor towards achieving a healthy life and
reducing the chance of developing certain diseases. However, there are many different …

Feature set optimization for physical activity recognition using genetic algorithms

A Baldominos, Y Saez, P Isasi - … of the Companion Publication of the …, 2015 - dl.acm.org
Physical activity is recognized as one of the key factors for a healthy life due to its beneficial
effects. The range of physical activities is very broad, and not all of them require the same …

Method for undefined complex human activity recognition

ES Abramova, KV Makarov… - … Conference on Industrial …, 2021 - ieeexplore.ieee.org
The article considers the problem of undefined complex classes activity recognition. The
human activity recognition relevance in the field of production and services is presented …

A wearable real-time activity tracker

U Jensen, H Leutheuser, S Hofmann… - Biomedical Engineering …, 2015 - Springer
Purpose Exercise and physical activity is a driving force for mental health. Major challenges
in the treatment of psychological diseases are accurate activity profiles and the adherence to …

Online social exergames for seniors: a pillar of gamification for clinical practice

ST Konstantinidis, E Brox, PE Kummervold… - Data Analytics in …, 2020 - igi-global.com
The population is getting older, and the resources for care will be even more limited in the
future than they are now. There is thus an aim for the society that the seniors can manage …

Monte carlo schemata searching for physical activity recognition

A Baldominos, P Isasi, Y Saez… - 2015 International …, 2015 - ieeexplore.ieee.org
Medical literature have recognized physical activity as a key factor for a healthy life due to its
remarkable benefits. However, there is a great variety of physical activities and not all of …

Exploring the application of hybrid evolutionary computation techniques to physical activity recognition

A Baldominos, C del Barrio, Y Saez - … of the 2016 on Genetic and …, 2016 - dl.acm.org
This paper focuses on the problem of physical activity recognition, ie, the development of a
system which is able to learn patterns from data in order to be able to detect which physical …