Setya Widyawan Prakosa

25 papers Journal 17Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Hybrid ConvTransLSTM for spatio-temporal classification: identifying early Parkinson's disease from gait patterns. Neural Comput. Appl. Muhammad Izzuddin Mahali, Cries Avian, Nur Achmad Sulistyo Putro, Setya Widyawan Prakosa, Jenq-Shiou Leu
2025	J	`jnl`	A systematic review of multilabel chest X-ray classification using deep learning. Multim. Tools Appl. Uswatun Hasanah, Jenq-Shiou Leu, Cries Avian, Ihsanul Azmi, Setya Widyawan Prakosa
2025	J	`jnl`	Developing Compact Models Using Regression Confidence Forge Knowledge Distillation for IMU-Based Indoor Positioning System. IEEE Embed. Syst. Lett. Nur Achmad Sulistyo Putro, Jenq-Shiou Leu, Nias Ananto, Cries Avian, Muhammad Izzuddin Mahali, Setya Widyawan Prakosa
2024	—	`conf`	DeepFuzzLoc Positioning: A Unified Fusion of Fuzzy Clustering and Deep Learning for Scalable Indoor Localization Using Wi-Fi RSSI. SCIS/ISIS Muhammad Izzuddin Mahali, Jenq-Shiou Leu, Nur Achmad Sulistyo Putro, Setya Widyawan Prakosa, Cries Avian
2024	J	`jnl`	Estimating finger joint angles by surface EMG signal using feature extraction and transformer-based deep learning model. Biomed. Signal Process. Control. Nur Achmad Sulistyo Putro, Cries Avian, Setya Widyawan Prakosa, Muhammad Izzuddin Mahali, Jenq-Shiou Leu
2024	J	`jnl`	RCTrans-Net: A spatiotemporal model for fast-time human detection behind walls using ultrawideband radar. Comput. Electr. Eng. Cries Avian, Jenq-Shiou Leu, Hang Song, Jun-ichi Takada, Nur Achmad Sulistyo Putro, Muhammad Izzuddin Mahali, Setya Widyawan Prakosa
2023	J	`jnl`	A Dual Architecture Fusion and AutoEncoder for Automatic Morphological Classification of Human Sperm. Sensors Muhammad Izzuddin Mahali, Jenq-Shiou Leu, Jeremie Theddy Darmawan, Cries Avian, Nabil Bachroin, Setya Widyawan Prakosa, Muhamad Faisal, Nur Achmad Sulistyo Putro
2023	—	`conf`	Revisiting the K-Fold Approach for a Stable Model on Amyotrophic Lateral Sclerosis Prediction Scheme using LSTM and Attention Mechanism. ICBBE Nur Achmad Sulistyo Putro, Cries Avian, Setya Widyawan Prakosa, Jenq-Shiou Leu
2023	J	`jnl`	SCANet: Implementation of Selective Context Adaptation Network in Smart Farming Applications. Sensors Xanno Kharis Sigalingging, Setya Widyawan Prakosa, Jenq-Shiou Leu, He-Yen Hsieh, Cries Avian, Muhamad Faisal
2022	—	`conf`	A GA-Based Learning Strategy Applied to YOLOv5 for Human Object Detection in UAV Surveillance System. ICCA Aprinaldi Jasa Mantau, Irawan Widi Widayat, Yudhi Adhitya, Setya Widyawan Prakosa, Jenq-Shiou Leu, Mario Köppen
2022	J	`jnl`	Analysis of Model Compression Using Knowledge Distillation. IEEE Access Yu-Wei Hong, Jenq-Shiou Leu, Muhamad Faisal, Setya Widyawan Prakosa
2022	J	`jnl`	Estimating finger joint angles on surface EMG using Manifold Learning and Long Short-Term Memory with Attention mechanism. Biomed. Signal Process. Control. Cries Avian, Setya Widyawan Prakosa, Muhamad Faisal, Jenq-Shiou Leu
2022	J	`jnl`	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 Cries Avian, Muhammad Izzuddin Mahali, Nur Achmad Sulistyo Putro, Setya Widyawan Prakosa, Jenq-Shiou Leu
2022	J	`jnl`	Implementing a Compression Technique on the Progressive Contextual Excitation Network for Smart Farming Applications. Sensors Setya Widyawan Prakosa, Jenq-Shiou Leu, He-Yen Hsieh, Cries Avian, Chia-Hung Bai, Stanislav Vítek
2022	—	`conf`	Using Optimized Focal Loss for Imbalanced Dataset on Network Intrusion Detection System. VTC Spring Mulyanto, Setya Widyawan Prakosa, Muhamad Faisal, Jenq-Shiou Leu
2021	J	`jnl`	Design and Implementation of an Internet of Healthcare Things System for Respiratory Diseases. Wirel. Pers. Commun. Jen-Chen Tsai, Jenq-Shiou Leu, Setya Widyawan Prakosa, Lo-Chi Hsiao, Ping-Chen Huang, Shih-Yi Yang, Ya-Tieh Huang
2021	J	`jnl`	Effectiveness of Focal Loss for Minority Classification in Network Intrusion Detection Systems. Symmetry Mulyanto Mulyanto, Muhamad Faisal, Setya Widyawan Prakosa, Jenq-Shiou Leu
2021	J	`jnl`	Improving the accuracy of pruned network using knowledge distillation. Pattern Anal. Appl. Setya Widyawan Prakosa, Jenq-Shiou Leu, Zhao-Hong Chen
2021	—	`conf`	Progressive Contextual Excitation for Smart Farming Application. CAIP (1) Chia-Hung Bai, Setya Widyawan Prakosa, He-Yen Hsieh, Jenq-Shiou Leu, Wen-Hsien Fang
2021	J	`jnl`	Robust Network Intrusion Detection Scheme Using Long-Short Term Memory Based Convolutional Neural Networks. Mob. Networks Appl. Chia-Ming Hsu, Muhammad Zulfan Azhari, He-Yen Hsieh, Setya Widyawan Prakosa, Jenq-Shiou Leu
2019	—	`conf`	Convolutional Neural Network Application in Smart Farming. SCDS Yudhi Adhitya, Setya Widyawan Prakosa, Mario Köppen, Jenq-Shiou Leu
2018	J	`jnl`	Improving the age estimation accuracy by a hybrid optimization scheme. Multim. Tools Appl. Reza Syahroel Ghufran, Jenq-Shiou Leu, Setya Widyawan Prakosa
2018	—	`conf`	Towards the Implementation of Recurrent Neural Network Schemes for WiFi Fingerprint-Based Indoor Positioning. VTC Fall He-Yen Hsieh, Setya Widyawan Prakosa, Jenq-Shiou Leu
2018	—	`conf`	Using Long-Short-Term Memory Based Convolutional Neural Networks for Network Intrusion Detection. WICON Chia-Ming Hsu, He-Yen Hsieh, Setya Widyawan Prakosa, Muhammad Zulfan Azhari, Jenq-Shiou Leu
2017	J	`jnl`	Message Scheduling for Personal Biomedical Sensing System in a Health Care Center. Wirel. Pers. Commun. Chi-Feng Chen, Jenq-Shiou Leu, Reza Syahroel Ghufran, Setya Widyawan Prakosa