Universitas Andalas - Research Directory

Explainable Deep Neural Network for a Reliable Intrusion Detection System with Shapley Additive Explanation Method
Fakultas Matematika dan Ilmu Pengetahuan Alam
First Author: Setiawan F.M.
Authors: MAWANDA ALMUHAYAR
Q2 Journal |Statistics Optimization and Information Computing
2026
TIME SERIES MODEL WITH LONG SHORT-TERM MEMORY EFFECT FOR GREENHOUSE GAS ESTIMATION IN INDONESIA
Fakultas Matematika dan Ilmu Pengetahuan Alam
First Author: Saputra R.
Authors: MAWANDA ALMUHAYAR
Q3 Journal |Barekeng
2025
THE LONG SHORT-TERM MEMORY MODEL AS THE NEURAL NETWORKS APPROACH IN MODELING WATER SUPPLY STRUCTURAL PRODUCTION
Fakultas Matematika dan Ilmu Pengetahuan Alam
First Author: Devianto D.
Authors: MAWANDA ALMUHAYAR
Q2 Journal |Communications in Mathematical Biology and Neuroscience
2025
MODELING TOTAL FERTILITY RATE IN INDONESIA: A COMPARISON OF FOURIER SERIES REGRESSION AND ELASTIC NET REGRESSION
Fakultas Matematika dan Ilmu Pengetahuan Alam
First Author: Fitri F.
Authors: MAWANDA ALMUHAYAR
Q3 Journal |Barekeng
2025
Classification of Thoracic X-Ray Images of COVID-19 Patients Using the Convolutional Neutral Network (CNN) Method
Fakultas Matematika dan Ilmu Pengetahuan Alam
First Author: Fardela R.
Authors: MAWANDA ALMUHAYAR
Q3 Journal |Journal of Computer Science
2024
Public speaking anxiety of the students of FMIPA UNP: An ordinal logistic regression application
Fakultas Matematika dan Ilmu Pengetahuan Alam
First Author: Fitri F.
Authors: MAWANDA ALMUHAYAR
Q4 Conference Proceedin |Aip Conference Proceedings
2024
Application of logistic regression with elastic net in modeling university students' public speaking anxiety: A case study
Fakultas Matematika dan Ilmu Pengetahuan Alam
First Author: Fitri F.
Authors: MAWANDA ALMUHAYAR
Q4 Conference Proceedin |Aip Conference Proceedings
2024
UNet-VGG16 with transfer learning for MRI-based brain tumor segmentation
Fakultas Matematika dan Ilmu Pengetahuan Alam
First Author: Pravitasari A.A.
Authors: MAWANDA ALMUHAYAR
Q3 Journal |Telkomnika Telecommunication Computing Electronics and Control
2020
Classification of Abnormality in Chest X-Ray Images by Transfer Learning of CheXNet
Fakultas Matematika dan Ilmu Pengetahuan Alam
First Author: Almuhayar M.
Authors: MAWANDA ALMUHAYAR
Non Q Conference Proceedin |Icicos 2019 3rd International Conference on Informatics and Computational Sciences Accelerating Info
2019

Explainable Deep Neural Network for a Reliable Intrusion Detection System with Shapley Additive Explanation Method

TIME SERIES MODEL WITH LONG SHORT-TERM MEMORY EFFECT FOR GREENHOUSE GAS ESTIMATION IN INDONESIA

THE LONG SHORT-TERM MEMORY MODEL AS THE NEURAL NETWORKS APPROACH IN MODELING WATER SUPPLY STRUCTURAL PRODUCTION

MODELING TOTAL FERTILITY RATE IN INDONESIA: A COMPARISON OF FOURIER SERIES REGRESSION AND ELASTIC NET REGRESSION

Classification of Thoracic X-Ray Images of COVID-19 Patients Using the Convolutional Neutral Network (CNN) Method

Public speaking anxiety of the students of FMIPA UNP: An ordinal logistic regression application

Application of logistic regression with elastic net in modeling university students' public speaking anxiety: A case study

UNet-VGG16 with transfer learning for MRI-based brain tumor segmentation

Classification of Abnormality in Chest X-Ray Images by Transfer Learning of CheXNet