A two-level approach to characterizing human activities from wearable sensor data

S Faye, N Louveton, G Gheorghe… - Journal of Wireless Mobile …, 2016 - hal.science
The rapid emergence of new technologies in recent decades has opened up a world of
opportunities for a better understanding of human mobility and behavior. It is now possible to …

An open dataset for human activity analysis using smart devices

S Faye, N Louveton, S Jafarnejad, R Kryvchenko… - 2017 - hal.science
The study of human mobility and activities has opened up to an incredible number of studies
in the past, most of which included the use of sensors distributed on the body of the subject …

[图书][B] Sensor-based human activity recognition: Overcoming issues in a real world setting

T Sztyler - 2019 - search.proquest.com
The rapid growing of the population age in industrialized societies calls for advanced tools
to continuous monitor the activities of people. The goals of those tools are usually to support …

A survey on human activity recognition using wearable sensors

OD Lara, MA Labrador - IEEE communications surveys & …, 2012 - ieeexplore.ieee.org
Providing accurate and opportune information on people's activities and behaviors is one of
the most important tasks in pervasive computing. Innumerable applications can be …

Adaptive activity and context recognition using multimodal sensors in smart devices

S Faye, R Frank, T Engel - … 2015, Berlin, Germany, November 12–13, 2015 …, 2015 - Springer
The continuous development of new technologies has led to the creation of a wide range of
personal devices embedded with an ever increasing number of miniature sensors. With …

Toward a characterization of human activities using smart devices: A micro/macro approach

S Faye, N Louveton, G Gheorghe… - 2016 IEEE Conference …, 2016 - ieeexplore.ieee.org
The emergence of new connected devices has opened up new opportunities and allowed to
imagine concepts that bring computer sciences and social sciences closer together. In …

Characterizing user mobility using mobile sensing systems

S Faye, W Bronzi, I Tahirou… - International Journal of …, 2017 - journals.sagepub.com
Recent technological advances and the ever-greater developments in sensing and
computing continue to provide new ways of understanding our daily mobility. Smart devices …

Activity recognition on smart devices: Dealing with diversity in the wild

H Blunck, S Bhattacharya, A Stisen… - … : Mobile Computing and …, 2016 - dl.acm.org
Smart consumer devices are omnipresent in our everyday lives. We find novel interesting
applications of smart devices, such as mobile phones, tablets, smartwatches and …

Physical activity recognition from smartphone embedded sensors

J Prudêncio, A Aguiar, D Lucani - … , Funchal, Madeira, Portugal, June 5-7 …, 2013 - Springer
The ubiquity of smartphones has motivated efforts to use the embedded sensors to detect
various aspects of user context to transparently provide personalized and contextualized …

Tracking individuals' health using mobile applications and Machine Learning

GP Botilias, L Pappa, P Karvelis… - 2022 7th South-East …, 2022 - ieeexplore.ieee.org
The widespread availability of smartphones and their high processing power have made
them powerful mobile tools able to host and run various apps. In addition, wearable devices …