Muhamad Faisal

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 10

Top Topics

Intrusion Detection System

Digital Holography

Imbalanced Data

Image Classification

Top Venues

Biomed. Signal Process. Control.

Comput. Electr. Eng.

Publications

Muhamad Faisal, Jeremie Theddy Darmawan, Nabil Bachroin, Cries Avian, Jenq-Shiou Leu, Chia-Ti Tsai
CheXViT: CheXNet and Vision Transformer to Multi-Label Chest X-Ray Image Classification. MeMeA (2023)
Muhammad Izzuddin Mahali, Jenq-Shiou Leu, Jeremie Theddy Darmawan, Cries Avian, Nabil Bachroin, Setya Widyawan Prakosa, Muhamad Faisal, Nur Achmad Sulistyo Putro
A Dual Architecture Fusion and AutoEncoder for Automatic Morphological Classification of Human Sperm. Sensors 23 (14) (2023)
Mulyanto Mulyanto, Jenq-Shiou Leu, Muhamad Faisal, Wawan Yunanto
Weight embedding autoencoder as feature representation learning in an intrusion detection systems. Comput. Electr. Eng. 111 (Part A) (2023)
Xanno Kharis Sigalingging, Setya Widyawan Prakosa, Jenq-Shiou Leu, He-Yen Hsieh, Cries Avian, Muhamad Faisal
SCANet: Implementation of Selective Context Adaptation Network in Smart Farming Applications. Sensors 23 (3) (2023)
Muhamad Faisal, Jenq-Shiou Leu, Jeremie Theddy Darmawan
Model Selection of Hybrid Feature Fusion for Coffee Leaf Disease Classification. IEEE Access 11 (2023)
Yu-Wei Hong, Jenq-Shiou Leu, Muhamad Faisal, Setya Widyawan Prakosa
Analysis of Model Compression Using Knowledge Distillation. IEEE Access 10 (2022)
Mulyanto, Setya Widyawan Prakosa, Muhamad Faisal, Jenq-Shiou Leu
Using Optimized Focal Loss for Imbalanced Dataset on Network Intrusion Detection System. VTC Spring (2022)
Cries Avian, Setya Widyawan Prakosa, Muhamad Faisal, Jenq-Shiou Leu
Estimating finger joint angles on surface EMG using Manifold Learning and Long Short-Term Memory with Attention mechanism. Biomed. Signal Process. Control. 71 (Part) (2022)
Mulyanto Mulyanto, Muhamad Faisal, Setya Widyawan Prakosa, Jenq-Shiou Leu
Effectiveness of Focal Loss for Minority Classification in Network Intrusion Detection Systems. Symmetry 13 (1) (2021)
Hung-Fei Kuo, Muhamad Faisal, Shun-Feng Su
Linewidth Reconstruction Employing a Radial Basis Function Network in Optical Scatterometry. IEEE Access 4 (2016)