Summary of the 2nd nurse care activity recognition challenge using lab and field data

SS Alia, P Lago, K Adachi, T Hossain, H Goto… - Adjunct Proceedings of …, 2020 - dl.acm.org
2 nd Nurse Care Activity Recognition Challenge using Lab and Field Data is organized as a
part of HASCA workshop and is continuation of Nurse Care Activity Recognition Challenge …

An information gain-based model and an attention-based RNN for wearable human activity recognition

L Liu, J He, K Ren, J Lungu, Y Hou, R Dong - Entropy, 2021 - mdpi.com
Wearable sensor-based HAR (human activity recognition) is a popular human activity
perception method. However, due to the lack of a unified human activity model, the number …

A stacked CNN and random forest ensemble architecture for complex nursing activity recognition and nurse identification

A Rahman, N Nahid, B Schuller, MAR Ahad - Scientific Reports, 2024 - nature.com
Nursing activity recognition has immense importance in the development of smart
healthcare management and is an extremely challenging area of research in human activity …

Contactless fall detection for the elderly

MJA Nahian, MH Raju, Z Tasnim, M Mahmud… - … Human Activity Analysis, 2021 - Springer
Early fall detection imposes a challenge for preventing life-threatening conditions to the
health in geriatrics. As per the World Health Organization, around that half of total elderly …

Activity recognition based on smartphone sensor data using shallow and deep learning techniques: A Comparative Study

AI Middya, S Kumar, S Roy - Multimedia Tools and Applications, 2024 - Springer
Human activity recognition by the use of smartphone-equipped sensors has gotten a lot of
interest in current times because of its large variety of applications. In this regard, this study …

Nurse care activity recognition: A cost-sensitive ensemble approach to handle imbalanced class problem in the wild

A Rahman, I Hassan, MAR Ahad - … of the 2021 ACM International Joint …, 2021 - dl.acm.org
Nurse care activity recognition is a recent but demanding study topic in human activity
recognition (HAR) since it has high class imbalance and intra-class variability problem …

DWOSC: Dynamic Weight Optimization and Smoothness Constraint for Sensor-Based Human Activity Recognition

Y Li, J Wu, W Li, A Fang - IEEE Transactions on Instrumentation …, 2024 - ieeexplore.ieee.org
The sensor-based human activity recognition (SHAR) task aims to detect and analyze
signals captured by various sensors embedded in intelligent devices to assist people's daily …

Nurse activity recognition based on temporal frequency features

MS Rahman, HR Rahman, A Zarif… - Human Activity and …, 2024 - taylorfrancis.com
Recognition of nurse care activities is a subset of recognizing human activities. Using the
accelerometers embedded into smartphones, raw activity data is captured and then …

Nurse Care Activity Recognition from Accelerometer Sensor Data Using Fourier-and Wavelet-based Features

MA Kowshik, YA Pritom, MS Rahman, A Akbar… - Adjunct Proceedings of …, 2021 - dl.acm.org
Nurse care activity recognition is an emerging segment in healthcare automation systems
based on physical movement recognition applying machine learning techniques using …

Time series analysis of care records data for nurse activity recognition in the wild

M Kabiruzzaman, M Shidujaman… - Human Activity and …, 2024 - taylorfrancis.com
Human activity recognition in healthcare system is now being researched due to its large
impact to make automation of caring, medication and so on. As a part of activity recognition …