Machine learning in medical applications: A review of state-of-the-art methods
Applications of machine learning (ML) methods have been used extensively to solve various
complex challenges in recent years in various application areas, such as medical, financial …
complex challenges in recent years in various application areas, such as medical, financial …
[HTML][HTML] Physical human activity recognition using wearable sensors
This paper presents a review of different classification techniques used to recognize human
activities from wearable inertial sensor data. Three inertial sensor units were used in this …
activities from wearable inertial sensor data. Three inertial sensor units were used in this …
[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 …
smartwatches and smartphones can measure characteristics such as acceleration and …
A tutorial on human activity recognition using body-worn inertial sensors
The last 20 years have seen ever-increasing research activity in the field of human activity
recognition. With activity recognition having considerably matured, so has the number of …
recognition. With activity recognition having considerably matured, so has the number of …
A review of wearable technologies for elderly care that can accurately track indoor position, recognize physical activities and monitor vital signs in real time
Z Wang, Z Yang, T Dong - Sensors, 2017 - mdpi.com
Rapid growth of the aged population has caused an immense increase in the demand for
healthcare services. Generally, the elderly are more prone to health problems compared to …
healthcare services. Generally, the elderly are more prone to health problems compared to …
Sensor-based activity recognition
Research on sensor-based activity recognition has, recently, made significant progress and
is attracting growing attention in a number of disciplines and application domains. However …
is attracting growing attention in a number of disciplines and application domains. However …
USC-HAD: A daily activity dataset for ubiquitous activity recognition using wearable sensors
M Zhang, AA Sawchuk - Proceedings of the 2012 ACM conference on …, 2012 - dl.acm.org
Many ubiquitous computing applications involve human activity recognition based on
wearable sensors. Although this problem has been studied for a decade, there are a limited …
wearable sensors. Although this problem has been studied for a decade, there are a limited …
Activity recognition on streaming sensor data
NC Krishnan, DJ Cook - Pervasive and mobile computing, 2014 - Elsevier
Many real-world applications that focus on addressing needs of a human, require
information about the activities being performed by the human in real-time. While advances …
information about the activities being performed by the human in real-time. While advances …
A survey on human-in-the-loop applications towards an internet of all
Our tools and appliances are becoming increasingly more intelligent and interconnected,
giving birth to an “Internet of Things” that can be used to support new types of cyber-physical …
giving birth to an “Internet of Things” that can be used to support new types of cyber-physical …
Transfer learning for activity recognition: A survey
Many intelligent systems that focus on the needs of a human require information about the
activities being performed by the human. At the core of this capability is activity recognition …
activities being performed by the human. At the core of this capability is activity recognition …