A public domain dataset for real-life human activity recognition using smartphone sensors

D Garcia-Gonzalez, D Rivero, E Fernandez-Blanco… - Sensors, 2020 - mdpi.com
In recent years, human activity recognition has become a hot topic inside the scientific
community. The reason to be under the spotlight is its direct application in multiple domains …

[HTML][HTML] New machine learning approaches for real-life human activity recognition using smartphone sensor-based data

D Garcia-Gonzalez, D Rivero… - Knowledge-Based …, 2023 - Elsevier
In recent years, mainly due to the application of smartphones in this area, research in human
activity recognition (HAR) has shown a continuous and steady growth. Thanks to its wide …

[HTML][HTML] Deep learning models for real-life human activity recognition from smartphone sensor data

D Garcia-Gonzalez, D Rivero, E Fernandez-Blanco… - Internet of Things, 2023 - Elsevier
Nowadays, the field of human activity recognition (HAR) is a remarkably hot topic within the
scientific community. Given the low cost, ease of use and high accuracy of the sensors from …

Human activity recognition using cell phone-based accelerometer and convolutional neural network

A Prasad, AK Tyagi, MM Althobaiti, A Almulihi… - Applied Sciences, 2021 - mdpi.com
Human Activity Recognition (HAR) has become an active field of research in the computer
vision community. Recognizing the basic activities of human beings with the help of …

Investigating the impact of information sharing in human activity recognition

MA Shafique, SS Marchán - Sensors, 2022 - mdpi.com
The accuracy of Human Activity Recognition is noticeably affected by the orientation of
smartphones during data collection. This study utilized a public domain dataset that was …

A public domain dataset to recognize driver entry into and exit from a car using smartphone sensors

A Hirawat, S Taterh, TK Sharma - International Journal of System …, 2021 - Springer
Human activity dataset collected via smartphone sensors have been popular in identifying
activities of daily living and creating situational awareness. Various classical classifiers and …

Human activity recognition using DTW algorithm

M Masnad, GM MukitHasan, KM Iftekhar… - 2019 IEEE Region …, 2019 - ieeexplore.ieee.org
Human activity recognition is now a well-known field of Human Computer Interaction (HCI)
because of its capability to provide personalized support using different applications. For the …

Human activity recognition: new approaches based on machine learning and deep learning

D García-González - 2023 - ruc.udc.es
Currently, the scientific community is giving significant attention to the field of human activity
recognition (HAR), which has gained remarkable prominence as a topic of discussion. Since …

[PDF][PDF] Internet of Things

Deep learning models for real-life human activity recognition from smartphone sensor data
Page 1 Internet of Things 24 (2023) 100925 Available online 9 September 2023 2542-6605/© …

Detecting Interaction Activities While Walking Using Smartphone Sensors

L Ehrmann, M Stolle, E Klieme, C Tietz… - … Conference on Advanced …, 2021 - Springer
An alternative to passwords for the verification of a user's identity is authentication based on
behavioural biometrics such as gait-based verification. To have good classification …