Human Activity Recognition From Multi-modal Wearable Sensor Data Using Deep Multi-stage LSTM Architecture Based on Temporal Feature Aggregation

Sensor Data ◽

Wearable Sensor ◽

Multi Stage ◽

Feature Aggregation ◽

Temporal Feature

A Novel Multi-Stage Training Approach for Human Activity Recognition From Multimodal Wearable Sensor Data Using Deep Neural Network

IEEE Sensors Journal ◽

10.1109/jsen.2020.3015781 ◽

2021 ◽

Vol 21 (2) ◽

pp. 1715-1726

Author(s):

Tanvir Mahmud ◽

A. Q. M. Sazzad Sayyed ◽

Shaikh Anowarul Fattah ◽

Sun-Yuan Kung

Keyword(s):

Neural Network ◽

Activity Recognition ◽

Human Activity ◽

Deep Neural Network ◽

Sensor Data ◽

Wearable Sensor ◽

Multi Stage ◽

Training Approach

Multitask LSTM Model for Human Activity Recognition and Intensity Estimation Using Wearable Sensor Data

IEEE Internet of Things Journal ◽

10.1109/jiot.2020.2996578 ◽

2020 ◽

Vol 7 (9) ◽

pp. 8760-8768 ◽

Cited By ~ 1

Author(s):

Onur Barut ◽

Li Zhou ◽

Yan Luo

Keyword(s):

Activity Recognition ◽

Human Activity ◽

Sensor Data ◽

Wearable Sensor ◽

Intensity Estimation

Wearable sensor data based human activity recognition using deep learning: A new approach

Developments of Artificial Intelligence Technologies in Computation and Robotics ◽

10.1142/9789811223334_0070 ◽

2020 ◽

Author(s):

Phuong Hanh Tran ◽

Quoc Thong Nguyen ◽

Kim Phuc Tran ◽

Cédric Heuchenne

Keyword(s):

Deep Learning ◽

Activity Recognition ◽

Human Activity ◽

Sensor Data ◽

Wearable Sensor ◽

New Approach

Springer Series in Reliability Engineering - Reliability and Statistical Computing ◽

An Improved Ensemble Machine Learning Algorithm for Wearable Sensor Data Based Human Activity Recognition

10.1007/978-3-030-43412-0_13 ◽

2020 ◽

pp. 207-228

Author(s):

Huu Du Nguyen ◽

Kim Phuc Tran ◽

Xianyi Zeng ◽

Ludovic Koehl ◽

Guillaume Tartare

Keyword(s):

Machine Learning ◽

Activity Recognition ◽

Human Activity ◽

Learning Algorithm ◽

Sensor Data ◽

Machine Learning Algorithm ◽

Wearable Sensor ◽

Ensemble Machine Learning

A Self-Tuned Architecture for Human Activity Recognition Based on a Dynamical Recurrence Analysis of Wearable Sensor Data

2019 27th European Signal Processing Conference (EUSIPCO) ◽

10.23919/eusipco.2019.8902969 ◽

2019 ◽

Author(s):

M.-A. Zervou ◽

G. Tzagkarakis ◽

A. Panousopoulou ◽

P. Tsakalides

Keyword(s):

Activity Recognition ◽

Human Activity ◽

Sensor Data ◽

Wearable Sensor ◽

Recurrence Analysis

Outlier Detection in Wearable Sensor Data for Human Activity Recognition (HAR) Based on DRNNs

IEEE Access ◽

10.1109/access.2019.2921096 ◽

2019 ◽

Vol 7 ◽

pp. 74422-74436 ◽

Cited By ~ 4

Author(s):

Mario Munoz-Organero

Keyword(s):

Outlier Detection ◽

Activity Recognition ◽

Human Activity ◽

Sensor Data ◽

A multibranch CNN-BiLSTM model for human activity recognition using wearable sensor data

The Visual Computer ◽

10.1007/s00371-021-02283-3 ◽

2021 ◽

Author(s):

Sravan Kumar Challa ◽

Akhilesh Kumar ◽

Vijay Bhaskar Semwal

Keyword(s):

Activity Recognition ◽

Human Activity ◽

Sensor Data ◽

Few-Shot Human Activity Recognition on Noisy Wearable Sensor Data

Database Systems for Advanced Applications - Lecture Notes in Computer Science ◽

10.1007/978-3-030-59416-9_4 ◽

2020 ◽

pp. 54-72

Author(s):

Shizhuo Deng ◽

Wen Hua ◽

Botao Wang ◽

Guoren Wang ◽

Xiaofang Zhou

Keyword(s):

Activity Recognition ◽

Human Activity ◽

Sensor Data ◽

Iterative Learning for Human Activity Recognition from Wearable Sensor Data

Proceedings ◽

10.3390/ecsa-3-s2002 ◽

2016 ◽

Vol 1 (2) ◽

pp. 7

Author(s):

Juan Dávila

Keyword(s):

Activity Recognition ◽

Human Activity ◽

Iterative Learning ◽

Sensor Data ◽

Fully-Automated Human Activity Recognition with Transition Awareness from Wearable Sensor Data for mHealth

2018 IEEE International Conference on Electro/Information Technology (EIT) ◽

10.1109/eit.2018.8500135 ◽

2018 ◽

Cited By ~ 3

Author(s):

Saleha Khatun ◽

Bashir I. Morshed

Keyword(s):

Activity Recognition ◽

Human Activity ◽

Sensor Data ◽