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Implementation of Logistic Regression Classification Algorithm and Support Vector Machine for Credit Eligibility Prediction

Amrin - Amrin,Omar - Pahlevi

Credit is a provision of money or bills that can be equated with it, the provision of loans or credit. A good credit analysis is very necessary, because it is one of the most important processes in the form of an investigation regarding the smooth or subs... see more

Logistic Regression | Support Vector Machine | Confusion Matrix | ROC Curva

JOURNAL OF INFORMATICS AND TELECOMMUNICATION ENGINEERING , 2022

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Prediksi Penggunaan Bahan Bakar pada PLTGU menggunakan Metode Support Vector Regression (SVR) DOI : 10.33633/tc.v21i2.5712

Fahriza Novianti,Nurissaidah Ulinnuha,Moh. Hafiyusholeh,Agus Arianto

Bahan bakar merupakan komponen utama dalam pembangkitan energi listrik. Penggunaan bahan bakar harus disesuaikan dengan kebutuhan beban yang diperlukan agar dalam proses pembangkitan tidak terjadi kekurangan bahan bakar dan tidak ada energi yang terbuang.... see more

Prediksi | Support Vector Regression (SVR) | Bahan Bakar Gas | Kernel

Techno.Com , 2022

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Prediksi Akumulasi Kasus Terkonfirmasi Covid-19 Di Indonesia Menggunakan Support Vector Regression DOI : 10.33633/tc.v20i3.5062

Agus Budi Raharjo,Zahrul Zizki Dinanto,Dwi Sunaryono,Diana Purwitasari

Indonesia merupakan salah satu negara di dunia yang terdampak parah oleh gelombang kedua COVID-19. Salah satu cara untuk meningkatkan kesadaran masyarakat terhadap wabah penyebaran virus adalah dengan memberikan informasi tentang prediksi kasus baru. Memp... see more

akumulasi kasus COVID-19 | Support Vector Regression | Visualisasi Prediksi

Techno.Com , 2021

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Path Smoothing With Support Vector Regression

Donni Richasdy,Saiful Akbar

One of moving object problems is the incomplete data that acquired by Geo-tracking technology. This phenomenon can be found in aircraft ground-based tracking with data loss come near to 5 minutes. It needs path smoothing process to complete the data. One ... see more

Moving Object | Path Smoothing | Support Vector Regression | MAE

JOURNAL OF INFORMATICS AND TELECOMMUNICATION ENGINEERING , 2020

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ROBUST VARIABLE SELECTION FOR SINGLE INDEX SUPPORT VECTOR REGRESSION MODEL

thaera najm abdulah

The single index support vector regression model (SI-SVR) is a useful regression technique used to alleviate the problem of high-dimensionality. In this paper, we propose a robust variable selection technique for the SI-SVR model by using vital method to ... see more

Single-index model | Support vector regression | Variable selection | High-dimensional | Outliers.

Al-Mustansiriyah Journal of Science , 2019

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Efficient prediction of total column ozone based on support vector regression algorithms, numerical models and Suomi-satellite data

Leo Carro-Calvo,Carlos Casanova-Mateo,Julia Sanz-Justo,José Luis Casanova-Roque,Sancho Salcedo-Sanz

This paper proposes a novel prediction method for Total Column Ozone (TCO), based on the combination of Support Vector Regression (SVR) algorithms and different predictive variables coming from satellite data (Suomi National Polar-orbiting Partnership sat... see more

Total column ozone | daily forecasting | satellite data | numerical models | support vector regression

Atmósfera , 2017

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Analisis Pola Prediksi Data Time Series menggunakan Support Vector Regression, Multilayer Perceptron, dan Regresi Linear Sederhana

Ika Oktavianti, Ermatita Ermatita, Dian Palupi Rini

Licensing services is one of the forms of public services that important in supporting increased investment in Indonesia and is currently carried out by the Investment and Licensing Services Department. The problems that occur in general are the length of... see more

pattern prediction | time series data | multilayer perceptron | support vector regression | simple linear regression

Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) , 2019

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Forecasting Inflation Rate Using Support Vector Regression (SVR) Based Weight Attribute Particle Swarm Optimization (WAPSO)

Erlin Mega Priliani,Anggyi Trisnawan Putra,Much Aziz Muslim

Data mining is the process of finding patterns or interesting information in selected data by using a particular technique or method. Utilization of data mining one of which is forecasting. Various forecasting methods have progressed along with technologi... see more

Data mining | Support vector regression | Particle Swarm Optimization | inflation.

Scientific Journal of Informatics , 2018

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Performance Comparison Between Support Vector Regression and Artificial Neural Network for Prediction of Oil Palm Production

Mustakim Mustakim,Agus Buono,Irman Hermadi

The largest region that produces oil palm in Indonesia has an important role in improving the welfare of society and economy. Oil palm has increased significantly in Riau Province in every period, to determine the production development for the next few y... see more

Artificial Neural Network (ANN) | Palm Oil | Prediction | Radial Basis Function (RBF) | Support Vector Regression (SVR)

Jurnal Ilmu Komputer dan Informasi , 2016

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