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ORCIDMuhamad Faisal
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Journal Articles
- 2023
[j8]Muhamad Faisal
, Jenq-Shiou Leu, Jeremie Theddy Darmawan:
Model Selection of Hybrid Feature Fusion for Coffee Leaf Disease Classification. IEEE Access 11: 62281-62291 (2023)- [j7]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): 108949 (2023) - [j6]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): 1358 (2023) - [j5]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): 6613 (2023) - 2022
- [j4]Yu-Wei Hong, Jenq-Shiou Leu, Muhamad Faisal, Setya Widyawan Prakosa:
Analysis of Model Compression Using Knowledge Distillation. IEEE Access 10: 85095-85105 (2022) - [j3]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): 103099 (2022) - 2021
- [j2]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): 4 (2021) - 2016
- [j1]Hung-Fei Kuo, Muhamad Faisal, Shun-Feng Su:
Linewidth Reconstruction Employing a Radial Basis Function Network in Optical Scatterometry. IEEE Access 4: 6739-6748 (2016)
Conference and Workshop Papers
- 2023
- [c2]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: 1-6 - 2022
- [c1]Mulyanto, Setya Widyawan Prakosa, Muhamad Faisal, Jenq-Shiou Leu:
Using Optimized Focal Loss for Imbalanced Dataset on Network Intrusion Detection System. VTC Spring 2022: 1-7
Coauthor Index
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