Human Activity Recognition on Smartphone: A Classification Analysis
The study hinged on the human activity recognition on smartphones by using the random forests model and Ada Boost model to make the classification. The study compared the classification results of two models and found the AdaBoost model had the better classification results. The study also found the...
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| Main Authors: | , |
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| Format: | EJournal Article |
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Institute of Advanced Engineering and Science,
2014-09-01.
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| Online Access: | Get fulltext |
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| LEADER | 01615 am a22002893u 4500 | ||
|---|---|---|---|
| 001 | ijeecs3846_2320 | ||
| 042 | |a dc | ||
| 100 | 1 | 0 | |a Wu, Shianghau |e author |
| 700 | 1 | 0 | |a Song, Yanan |e author |
| 245 | 0 | 0 | |a Human Activity Recognition on Smartphone: A Classification Analysis |
| 260 | |b Institute of Advanced Engineering and Science, |c 2014-09-01. | ||
| 500 | |a https://ijeecs.iaescore.com/index.php/IJEECS/article/view/3846 | ||
| 520 | |a The study hinged on the human activity recognition on smartphones by using the random forests model and Ada Boost model to make the classification. The study compared the classification results of two models and found the AdaBoost model had the better classification results. The study also found the Ada Boost model had the advantage of less calculation time. | ||
| 540 | |a Copyright (c) 2014 Institute of Advanced Engineering and Science | ||
| 540 | |a http://creativecommons.org/licenses/by-nc-nd/4.0 | ||
| 546 | |a eng | ||
| 690 | |a Data Mining; Text Mining | ||
| 690 | |a Activity Recognition; Random Forests Model; AdaBoost Model; Classification; Machine Learning | ||
| 655 | 7 | |a info:eu-repo/semantics/article |2 local | |
| 655 | 7 | |a info:eu-repo/semantics/publishedVersion |2 local | |
| 655 | 7 | |2 local | |
| 786 | 0 | |n Indonesian Journal of Electrical Engineering and Computer Science; Vol 12, No 9: September 2014; 7041-7045 | |
| 786 | 0 | |n 2502-4760 | |
| 786 | 0 | |n 2502-4752 | |
| 786 | 0 | |n 10.11591/ijeecs.v12.i9 | |
| 787 | 0 | |n https://ijeecs.iaescore.com/index.php/IJEECS/article/view/3846/2320 | |
| 856 | 4 | 1 | |u https://ijeecs.iaescore.com/index.php/IJEECS/article/view/3846/2320 |z Get fulltext |