Perbandingan metode klasifikasi Support Vector Machine (SVM) dan Naive Bayes Classifier (NBC) untuk menentukan kualitas udara [PDF]
, 2021 ABSTRAK Udara sehat sangat penting bagi kehidupan manusia dan kelangsungan hidup organisme lain sehingga masyarakat dan pemerintah perlu mengetahui seberapa baik dan tercemarnya udara tersebut, maka diperlukan pengelompokan terhadap data kualitas ...
Qosim, Ahmad Latif
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PREDIKSI TINGKAT PEMAHAMAN MATERI PESERTA DIDIK DALAM PEMBELAJARAN ONLINE MENGGUNAKAN ALGORITMA SUPPORT VECTOR MACHINE (SVM) [PDF]
, 2020 Penelitian ini bertujuan untuk memprediksi tingkat pemahaman materi peserta didik dalam pembelajaran online menggunakan algoritma Support Vector Machine (SVM).
Hendra Fauzi, -
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Intelligent Diagnosis and Research of Epileptic Diseases Based on EEG Signals
Journal of Harbin University of Science and Technology, 2018 Aiming at the problem of low accuracy and classification of epileptic EEG in medical diagnosis,a signal classification and detection technique based on particle swarm optimization (PSO) was proposed to optimize the support vector machine (SVM) based on ...
LIU Chang-yuan, ZHANG Fu-hao, WEI Qi
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A New Approach to Optimize SVM for Insulator State Identification Based on Improved PSO Algorithm
Sensors, 2022 The failure of insulators may seriously threaten the safe operation of the power system, where the state detection of high-voltage insulators is a must for the normal and safe operation of the power system.
Lepeng Song +5 more
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Sistem Klasifikasi Produk Pada Proses Quality Checker Menggunakan Metode Support Vector Machine (SVM) [PDF]
, 2021 Di Indonesia banyak perusahaan produksi yang masih menggunkan cara manual atau masih menggunakan tenaga manusia, tepat nya pada bagian pengemasan. Beberapa perusahaan produksi mengalami beberapa kendala terkait gagalnya proses sortir, hal ini diakibatkan
Putra, Hendry Primanto Adji
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KLASIFIKASI MUTU FISIK BIJI KOPI BERAS ROBUSTA MENGGUNAKAN PENGOLAHAN CITRA DIGITAL (IMAGE PROCESSING) DAN METODE SUPPORT VECTOR MACHINE (SVM) [PDF]
, 2022 Standar mutu biji kopi di Indonesia menggunakan sistem nilai cacat yang diatur dalam standar Nasional Indonesia (SNI) 01-2907-2008. Tujuan penelitian ini adalah untuk menentukan mutu kopi beras robusta dengan menggunakan Pengolahan citra digital dan ...
DWI ANINDEA PUTRI
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Pengolahan Citra Dan Metode Support Vector Machine (SVM) Dalam Pengenalan Pola Tanda Tangan [PDF]
, 2021 Tanda tangan atau paraf merupakan tulisan tangan dengan gaya tulisan tertentu dari nama seseorang dan indikasi yang ditulis pada dokumen sebagai bukti identitas.
Septiani, Ni Wayan Parwati +2 more
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Chaotic Characteristics and the Application of SVM in the Tool Wear State Recognition
MATEC Web of Conferences, 2016 Metal cutting process is a nonlinear system to obtain the tool wear state and chaos theory are introduced tool wear and feature extraction of acoustic emission signal analysis and classification of tool wear state and wear prediction based on support ...
Guan Shan, Pang Hongyang, Kang Zhenxing
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Fast Support Vector Machine Classification using linear SVMs [PDF]
18th International Conference on Pattern Recognition (ICPR'06), 2006 We propose a classification method based on a decision tree whose nodes consist of linear Support Vector Machines (SVMs). Each node defines a decision hyperplane that classifies part of the feature space. For large classification problems (with many Support Vectors (SVs)) it has the advantage that the classification time does not depend on the number ...
Karina Zapien Arreola +2 more
openaire +1 more source
Transport, 2011 Transit flow is the basement of transit planning and scheduling. The paper presents a new transit flow prediction model based on Least Squares Support Vector Machine (LS-SVM).
Qian Chen, Wenquan Li, Jinhuan Zhao
doaj +1 more source