Performance One-step secant Training Method for Forecasting Cases

N Ginantra, GW Bhawika, GSA Daengs… - Journal of Physics …, 2021‏ - iopscience.iop.org
The training function used in the ANN method, especially backpropagation, can produce
different forecasting accuracy, depending on the method parameters given and the data to …

Algoritma Fungsi Perlatihan pada Machine Learning berbasis ANN untuk Peramalan Fenomena Bencana

A Wanto, S Defit, AP Windarto - Jurnal RESTI (Rekayasa Sistem …, 2021‏ - jurnal.iaii.or.id
Research has been carried out with several training functions using standard
backpropagation methods, One-Step Secant (OSS), and Bayesian regulation. The purpose …

Prediksi Prestasi Mahasiswa Dengan Menggunakan Algoritma Backpropagation

S Sonang, AT Purba, S Sirait - Jurnal Tekinkom (Teknik …, 2022‏ - jurnal.murnisadar.ac.id
This study aims to overcome the problems in predicting student achievement at the
Polytechnic Business Indonesia Pematangsiantar. To predict student achievement is done …

Optimization of Performance Traditional Back-propagation with Cyclical Rule for Forecasting Model

A Wanto, NLWSR Ginantra… - MATRIK: Jurnal …, 2022‏ - journal.universitasbumigora.ac.id
The traditional Back-propagation algorithm has several weaknesses, including long training
times and significant iterations to achieve convergence. This study aims to optimize …

Multi-step feature fusion for natural disaster damage assessment on satellite images

M Żarski, JA Miszczak - IEEE Access, 2024‏ - ieeexplore.ieee.org
Quick and accurate assessment of the damage state of buildings after natural disasters is
crucial for undertaking properly targeted rescue and subsequent recovery operations, which …

Peramalan jumlah kasus baru HIV menurut provinsi menggunakan machine learning dengan teknik Levenberg-Marquardt

I Zuhrufillah, F Anggraini… - Journal of Computer …, 2022‏ - ejurnal.seminar-id.com
Abstrak− Deteksi HIV sejak dini merupakan langkah penting untuk mengurangi
penularannya dan meningkatkan keberhasilan pengobatan HIV. Semakin cepat HIV …

Implementation of K-Means Algorithm for Clustering Books Borrowing in School Libraries

D Siburian, SR Andani, IP Sari - JOMLAI: Journal of Machine …, 2022‏ - journal.literasisains.id
The school library is an important resource in an effort to support the process of improving
the quality of education in schools. Through the library a lot of information can be extracted …

Multi-step feature fusion for natural disaster damage assessment on satellite images

JĹ Miszczak - arxiv preprint arxiv:2410.21901, 2024‏ - arxiv.org
Quick and accurate assessment of the damage state of buildings after natural disasters is
crucial for undertaking properly targeted rescue and subsequent recovery operations, which …

Best model and performance of bayesian regularization method for data prediction

P Setiaji, B Widjanarko, Y Syahidin… - Journal of Physics …, 2021‏ - iopscience.iop.org
The backpropagation algorithm has many training and activation functions that can be used
to influence or maximize prediction results, all of which have their respective advantages …