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ORCIDSetya Widyawan Prakosa
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2020 – today
- 2024
[j13]Nur Achmad Sulistyo Putro
, Cries Avian, Setya Widyawan Prakosa, Muhammad Izzuddin Mahali, Jenq-Shiou Leu:
Estimating finger joint angles by surface EMG signal using feature extraction and transformer-based deep learning model. Biomed. Signal Process. Control. 87(Part B): 105447 (2024)- 2023
- [j12]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) - [j11]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) - [c7]Nur Achmad Sulistyo Putro, Cries Avian, Setya Widyawan Prakosa, Jenq-Shiou Leu:
Revisiting the K-Fold Approach for a Stable Model on Amyotrophic Lateral Sclerosis Prediction Scheme using LSTM and Attention Mechanism. ICBBE 2023: 190-195 - 2022
- [j10]Yu-Wei Hong, Jenq-Shiou Leu, Muhamad Faisal, Setya Widyawan Prakosa:
Analysis of Model Compression Using Knowledge Distillation. IEEE Access 10: 85095-85105 (2022) - [j9]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) - [j8]Cries Avian, Muhammad Izzuddin Mahali, Nur Achmad Sulistyo Putro, Setya Widyawan Prakosa, Jenq-Shiou Leu:
Fx-Net and PureNet: Convolutional Neural Network architecture for discrimination of Chronic Obstructive Pulmonary Disease from smokers and healthy subjects through electronic nose signals. Comput. Biol. Medicine 148: 105913 (2022) - [j7]Setya Widyawan Prakosa, Jenq-Shiou Leu, He-Yen Hsieh, Cries Avian, Chia-Hung Bai, Stanislav Vítek:
Implementing a Compression Technique on the Progressive Contextual Excitation Network for Smart Farming Applications. Sensors 22(24): 9717 (2022) - [c6]Aprinaldi Jasa Mantau, Irawan Widi Widayat, Yudhi Adhitya, Setya Widyawan Prakosa, Jenq-Shiou Leu, Mario Köppen:
A GA-Based Learning Strategy Applied to YOLOv5 for Human Object Detection in UAV Surveillance System. ICCA 2022: 9-14 - [c5]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 - 2021
- [j6]Chia-Ming Hsu, Muhammad Zulfan Azhari, He-Yen Hsieh, Setya Widyawan Prakosa, Jenq-Shiou Leu:
Robust Network Intrusion Detection Scheme Using Long-Short Term Memory Based Convolutional Neural Networks. Mob. Networks Appl. 26(3): 1137-1144 (2021) - [j5]Setya Widyawan Prakosa, Jenq-Shiou Leu, Zhao-Hong Chen:
Improving the accuracy of pruned network using knowledge distillation. Pattern Anal. Appl. 24(2): 819-830 (2021) - [j4]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) - [j3]Jen-Chen Tsai, Jenq-Shiou Leu, Setya Widyawan Prakosa, Lo-Chi Hsiao, Ping-Chen Huang, Shih-Yi Yang, Ya-Tieh Huang:
Design and Implementation of an Internet of Healthcare Things System for Respiratory Diseases. Wirel. Pers. Commun. 117(2): 337-353 (2021) - [c4]Chia-Hung Bai, Setya Widyawan Prakosa, He-Yen Hsieh, Jenq-Shiou Leu, Wen-Hsien Fang:
Progressive Contextual Excitation for Smart Farming Application. CAIP (1) 2021: 332-340
2010 – 2019
- 2019
- [c3]Yudhi Adhitya, Setya Widyawan Prakosa, Mario Köppen, Jenq-Shiou Leu:
Convolutional Neural Network Application in Smart Farming. SCDS 2019: 287-297 - 2018
- [j2]Reza Syahroel Ghufran, Jenq-Shiou Leu, Setya Widyawan Prakosa:
Improving the age estimation accuracy by a hybrid optimization scheme. Multim. Tools Appl. 77(2): 2543-2559 (2018) - [c2]He-Yen Hsieh, Setya Widyawan Prakosa, Jenq-Shiou Leu:
Towards the Implementation of Recurrent Neural Network Schemes for WiFi Fingerprint-Based Indoor Positioning. VTC Fall 2018: 1-5 - [c1]Chia-Ming Hsu, He-Yen Hsieh, Setya Widyawan Prakosa, Muhammad Zulfan Azhari, Jenq-Shiou Leu:
Using Long-Short-Term Memory Based Convolutional Neural Networks for Network Intrusion Detection. WICON 2018: 86-94 - 2017
- [j1]Chi-Feng Chen, Jenq-Shiou Leu, Reza Syahroel Ghufran, Setya Widyawan Prakosa:
Message Scheduling for Personal Biomedical Sensing System in a Health Care Center. Wirel. Pers. Commun. 95(4): 4301-4319 (2017)
Coauthor Index
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