Article Per Year (5 Year)
p-Index From 2019 - 2024
0
P-Index
This Author published in this journals
All Journal Jurnal RESISTOR (Rekayasa Sistem Komputer)
Hasniati, Hasniati
LPPM STMIK STIKOM Indonesia
Computer Science & IT Electrical & Electronics Engineering Energy Engineering

Published : 1 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 1 Documents
Search

 1 
Analisis Data Pada Jaringan Sensor Nirkabel Menggunakan Metode Support Vector Machine Layadi, Caroline; Fajar, Mohammad; Hasniati, Hasniati; Musdar, Izmy Alwiah
Jurnal RESISTOR (Rekayasa Sistem Komputer) Vol 1 No 1 (2018): Jurnal RESISTOR Edisi April 2018
Publisher : LPPM STMIK STIKOM Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (968.13 KB) | DOI: 10.31598/jurnalresistor.v1i1.196

Abstract

The aims of this research are to implement Support Vector Machine for analyze abnormal data on sensor network and evaluate the implementation result. The data collection in the research were done through the searching of related libraries and software evaluate/testing. In this research, temperature, wind speed, and humidity tested using three kernels (linear, Gaussian, and polynomial). Evaluation result show that the implementation of Support Vector Machine can perform the best data validity analysis using Gaussian Kernel with the percentage of average accuracy, temperature 97.83%, humidity 94.5325%, and wind speed 96.93% for weather data 20-28 May and July 28-August 10, 2015. Meanwhile, for weather data June 5-6, 2017 obtained the percentage of average accuracy of temperature 92.855% and humidity 92.43%.
Co-Authors izmy alwiah musdar Layadi, Caroline Mohammad Fajar, Mohammad