원문정보
피인용수 : 0건 (자료제공 : 네이버학술정보)
초록
영어
This study measured the stream data from the several sensors, and stores the database in MapReduce framework environment, and it aims to design system with the small performance and cluster analysis error rate through the KMSVM algorithm. Through the KM-SVM algorithm, the cluster analysis effective data was used for U-health system. In the results of experiment by using 2003 data sets obtained from 52 test subjects, the k-NN algorithm showed 79.29% cluster analysis accuracy, K-means algorithm showed 87.15 cluster analysis accuracy, and SVM algorithm showed 83.72%, KM-SVM showed 90.72%. As a result, the process speed and cluster analysis effective ratio of KM- SVM algorithm was better.
목차
Abstract
1. Introduction
2. Configuration and Design of System
2.1. Mapreduce Management System
2.2. Proposed KM-SVM Algorithm
3. Performance Assessment and Experimental Results
4. Conclusion
Acknowledgment
References
1. Introduction
2. Configuration and Design of System
2.1. Mapreduce Management System
2.2. Proposed KM-SVM Algorithm
3. Performance Assessment and Experimental Results
4. Conclusion
Acknowledgment
References
저자정보
참고문헌
자료제공 : 네이버학술정보