Setya Widyawan Prakosa

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 20

Top Topics

Chronic Obstructive Pulmonary Disease

Attention Mechanism

Convolutional Neural Networks

Top Venues

Biomed. Signal Process. Control.

Wirel. Pers. Commun.

Publications

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) (2024)
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)
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)
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)
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) (2022)
Yu-Wei Hong, Jenq-Shiou Leu, Muhamad Faisal, Setya Widyawan Prakosa
Analysis of Model Compression Using Knowledge Distillation. IEEE Access 10 (2022)
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)
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)
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 (2022)
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)
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) (2021)
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)
Setya Widyawan Prakosa, Jenq-Shiou Leu, Zhao-Hong Chen
Improving the accuracy of pruned network using knowledge distillation. Pattern Anal. Appl. 24 (2) (2021)
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) (2021)
Yudhi Adhitya, Setya Widyawan Prakosa, Mario Köppen, Jenq-Shiou Leu
Convolutional Neural Network Application in Smart Farming. SCDS (2019)
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)
Reza Syahroel Ghufran, Jenq-Shiou Leu, Setya Widyawan Prakosa
Improving the age estimation accuracy by a hybrid optimization scheme. Multim. Tools Appl. 77 (2) (2018)
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)
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) (2017)