[HTML][HTML] Human activity recognition: Review, taxonomy and open challenges

MH Arshad, M Bilal, A Gani - Sensors, 2022 - mdpi.com
Nowadays, Human Activity Recognition (HAR) is being widely used in a variety of domains,
and vision and sensor-based data enable cutting-edge technologies to detect, recognize …

Review on human action recognition in smart living: Sensing technology, multimodality, real-time processing, interoperability, and resource-constrained processing

G Diraco, G Rescio, P Siciliano, A Leone - Sensors, 2023 - mdpi.com
Smart living, a concept that has gained increasing attention in recent years, revolves around
integrating advanced technologies in homes and cities to enhance the quality of life for …

[HTML][HTML] Deep learning based human activity recognition (HAR) using wearable sensor data

S Gupta - International Journal of Information Management Data …, 2021 - Elsevier
Motion or inertial sensors such as gyroscope and accelerometer commonly found in
smartwatches and smartphones can measure characteristics such as acceleration and …

Multi-ResAtt: Multilevel residual network with attention for human activity recognition using wearable sensors

MAA Al-Qaness, A Dahou… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Human activity recognition (HAR) applications have received much attention due to their
necessary implementations in various domains, including Industry 5.0 applications such as …

[HTML][HTML] A review of the modification strategies of the nature inspired algorithms for feature selection problem

R Abu Khurma, I Aljarah, A Sharieh, M Abd Elaziz… - Mathematics, 2022 - mdpi.com
This survey is an effort to provide a research repository and a useful reference for
researchers to guide them when planning to develop new Nature-inspired Algorithms …

Human activity recognition in IoHT applications using arithmetic optimization algorithm and deep learning

A Dahou, MAA Al-qaness, M Abd Elaziz, A Helmi - Measurement, 2022 - Elsevier
Nowadays, people use smart devices everywhere and for different applications such as
healthcare. The Internet of Healthcare Things (IoHT) generates enormous amounts of data …

Comprehensive machine and deep learning analysis of sensor-based human activity recognition

HM Balaha, AES Hassan - Neural Computing and Applications, 2023 - Springer
Abstract Human Activity Recognition (HAR) is a crucial research focus in the body area
networks and pervasive computing domains. The goal of HAR is to examine activities from …

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 …

Permutation importance based modified guided regularized random forest in human activity recognition with smartphone

D Thakur, S Biswas - Engineering Applications of Artificial Intelligence, 2024 - Elsevier
Abstract Human Activity Recognition (HAR) is a burgeoning field of study due to its real-life
applications in the medical field, the e-health system, and elder care or care of physically …

[HTML][HTML] Wearable inertial sensors for daily activity analysis based on Adam optimization and the maximum entropy Markov model

SBUD Tahir, A Jalal, K Kim - Entropy, 2020 - mdpi.com
Advancements in wearable sensors technologies provide prominent effects in the daily life
activities of humans. These wearable sensors are gaining more awareness in healthcare for …