[PDF][PDF] A survey on human activity recognition using CNN and LSTM

RK Murthy, S Dhanraj, TN Manjunath… - … journal of health …, 2022 - researchgate.net
Human Activity Recognition (HAR) plays a massive role inside the everyday life of people
due to its capability to investigate tremendous high-degree data approximately human …

[PDF][PDF] Comparative study of machine learning and deep learning architecture for human activity recognition using accelerometer data

SR Shakya, C Zhang, Z Zhou - Int. J. Mach. Learn. Comput, 2018 - researchgate.net
Human activity recognition (HAR) has been a popular fields of research in recent times.
Many approaches have been implemented in literature with the aim of recognizing and …

Comparative study of human activity recognition on sensory data using machine learning and deep learning

A Maurya, RK Yadav, M Kumar, Saumya - Proceedings of Integrated …, 2021 - Springer
There are many technologies which are being used in recognizing people activities like
running, jogging, sitting, etc. Nowadays machine learning and deep learning are being used …

[PDF][PDF] Survey on human activity recognition based on acceleration data

SO Slim, A Atia, MMA Elfattah… - … Journal of Advanced …, 2019 - pdfs.semanticscholar.org
Human activity recognition is an important area of machine learning research as it has many
utilization in different areas such as sports training, security, entertainment, ambientassisted …

Machine and deep learning approaches for human activity recognition

M Monir - International Journal of Intelligent Computing and …, 2021 - journals.ekb.eg
Human Activity Recognition (HAR) is a domain that has shown great interest in the past
years and tills now. The main cause for this is that it can be used in various applications …

Human activity recognition using deep learning: a survey

B Suthar, B Gadhia - … Science and Intelligent Applications: Proceedings of …, 2021 - Springer
Human activity recognition refers to predict what a person is doing from series of the
observation of person's action and surrounding conditions using different techniques. It is an …

Human activity recognition using deep learning-based approach

M Rahman, T Das - … and Intelligent Systems: Proceedings of ICCIS 2020, 2021 - Springer
There is a considerable demand for human activity recognition techniques in the area of
human perception and also encompasses many other purposes like healthcare monitoring …

Performance evaluation of deep learning techniques for human activity recognition system

KS Low, SK Eng - Journal of Physics: Conference Series, 2023 - iopscience.iop.org
Abstract Human Activity Recognition (HAR) is crucial in various applications, such as sports
and surveillance. This paper focuses on the performance evaluation of a HAR system using …

Human activity recognition by deep convolution neural networks and principal component analysis

AA Aljarrah, AH Ali - Further Advances in Internet of Things in Biomedical …, 2021 - Springer
Human activity recognition (HAR) is a domain that has a great deal of interest in recent
years. Because it's used in various application domains like (critical situations for the elderly …

[PDF][PDF] Smart devices based multisensory approach for complex human activity recognition

MA Hanif, T Akram, A Shahzad… - Comput. Mater …, 2022 - pdfs.semanticscholar.org
Sensors based Human Activity Recognition (HAR) have numerous applications in eHeath,
sports, fitness assessments, ambient assisted living (AAL), human-computer interaction and …