Comparative Study of Computational Techniques for Smartphone Based Human Activity Recognition

Lecture Notes in Electrical Engineering - Applications of Artificial Intelligence and Machine Learning ◽

10.1007/978-981-16-3067-5_32 ◽

2021 ◽

pp. 427-439

Author(s):

Kiran Chawla ◽

Chandra Prakash ◽

Aakash Chawla

Keyword(s):

Comparative Study ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition ◽

Computational Techniques

Download Full-text

Sensor-Based Human Activity Recognition: A Comparative Study of Machine Learning Techniques

2020 2nd International Conference on Advanced Information and Communication Technology (ICAICT) ◽

10.1109/icaict51780.2020.9333470 ◽

2020 ◽

Author(s):

Mohd. Salman Hossain Bhuiyan ◽

Nazmus Sakib Patwary ◽

Protap Kumar Saha ◽

Md. Tanvir Hossain

Keyword(s):

Machine Learning ◽

Comparative Study ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition ◽

Machine Learning Techniques ◽

Learning Techniques

Download Full-text

A Comparative Study on Missing Data Handling Using Machine Learning for Human Activity Recognition

2019 Joint 8th International Conference on Informatics, Electronics & Vision (ICIEV) and 2019 3rd International Conference on Imaging, Vision & Pattern Recognition (icIVPR) ◽

10.1109/iciev.2019.8858520 ◽

2019 ◽

Author(s):

Tahera Hossain ◽

Sozo Inoue

Keyword(s):

Machine Learning ◽

Missing Data ◽

Comparative Study ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition ◽

Data Handling

Download Full-text

Comparative Study of Classifiers on Human Activity Recognition by Different Feature Engineering Techniques

2020 IEEE 10th International Conference on Intelligent Systems (IS) ◽

10.1109/is48319.2020.9199934 ◽

2020 ◽

Author(s):

Mahbuba Tasmin ◽

Taoseef Ishtiak ◽

Sharif Uddin Ruman ◽

Arif Ur Rahaman Chowdhury Suhan ◽

N.M. Shihab Islam ◽

...

Keyword(s):

Comparative Study ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition ◽

Feature Engineering

Download Full-text

A Comparative Study of Various Human Activity Recognition Approaches

IOP Conference Series Materials Science and Engineering ◽

10.1088/1757-899x/1131/1/012004 ◽

2021 ◽

Vol 1131 (1) ◽

pp. 012004

Author(s):

Dhruv Goel ◽

Rahul Pradhan

Keyword(s):

Comparative Study ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition

Download Full-text

Comparative Study of Time Series-based Human Activity Recognition using Convolutional Neural Networks

2020 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) ◽

10.1109/i2mtc43012.2020.9128582 ◽

2020 ◽

Author(s):

H. Nematallah ◽

S. Rajan

Keyword(s):

Neural Networks ◽

Time Series ◽

Comparative Study ◽

Convolutional Neural Networks ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition

Download Full-text

Comparative Study of Batch and Stream Learning for Online Smartphone-based Human Activity Recognition

Innovations in Smart Cities Applications Edition 2 - Lecture Notes in Intelligent Transportation and Infrastructure ◽

10.1007/978-3-030-11196-0_47 ◽

2019 ◽

pp. 557-571 ◽

Cited By ~ 2

Author(s):

Ilham Amezzane ◽

Youssef Fakhri ◽

Mohamed El Aroussi ◽

Mohamed Bakhouya

Keyword(s):

Comparative Study ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition

Download Full-text

Comparative Study of Human Activity Recognition on Sensory Data Using Machine Learning and Deep Learning

Algorithms for Intelligent Systems - Proceedings of Integrated Intelligence Enable Networks and Computing ◽

10.1007/978-981-33-6307-6_8 ◽

2021 ◽

pp. 63-71

Author(s):

Arti Maurya ◽

Ram Kumar Yadav ◽

Manoj Kumar ◽

Saumya

Keyword(s):

Machine Learning ◽

Deep Learning ◽

Comparative Study ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition ◽

Sensory Data

Download Full-text

Comparative study for feature detectors in human activity recognition

2013 9th International Computer Engineering Conference (ICENCO) ◽

10.1109/icenco.2013.6736470 ◽

2013 ◽

Cited By ~ 2

Author(s):

Amira Ali Bebars ◽

Elsayed E. Hemayed

Keyword(s):

Comparative Study ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition ◽

Feature Detectors

Download Full-text

Human Activity Recognition based on Smartphone Sensors- A Comparative Study

10.1109/icrito51393.2021.9596305 ◽

2021 ◽

Author(s):

Lokesh Dhammi ◽

Piyush Tewari

Keyword(s):

Comparative Study ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition ◽

Smartphone Sensors

Download Full-text

Human Activity Recognition in WSN: A Comparative Study

International Journal of Networked and Distributed Computing ◽

10.2991/ijndc.2014.2.4.3 ◽

2014 ◽

Vol 2 (4) ◽

pp. 221

Author(s):

Muhammad Arshad Awan ◽

Zheng Guangbin ◽

Cheong-Ghil Kim ◽

Shin-Dug Kim

Keyword(s):

Comparative Study ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition

Download Full-text