Setya Widyawan Prakosa

Orcid: 0000-0002-7601-6039

According to our database1, Setya Widyawan Prakosa authored at least 20 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of five.

Timeline

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Bibliography

2024
Estimating finger joint angles by surface EMG signal using feature extraction and transformer-based deep learning model.
Biomed. Signal Process. Control., January, 2024

2023
A Dual Architecture Fusion and AutoEncoder for Automatic Morphological Classification of Human Sperm.
Sensors, July, 2023

SCANet: Implementation of Selective Context Adaptation Network in Smart Farming Applications.
Sensors, February, 2023

Revisiting the K-Fold Approach for a Stable Model on Amyotrophic Lateral Sclerosis Prediction Scheme using LSTM and Attention Mechanism.
Proceedings of the 10th International Conference on Biomedical and Bioinformatics Engineering, 2023

2022
Implementing a Compression Technique on the Progressive Contextual Excitation Network for Smart Farming Applications.
Sensors, 2022

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, 2022

Estimating finger joint angles on surface EMG using Manifold Learning and Long Short-Term Memory with Attention mechanism.
Biomed. Signal Process. Control., 2022

Analysis of Model Compression Using Knowledge Distillation.
IEEE Access, 2022

Using Optimized Focal Loss for Imbalanced Dataset on Network Intrusion Detection System.
Proceedings of the 95th IEEE Vehicular Technology Conference, 2022

A GA-Based Learning Strategy Applied to YOLOv5 for Human Object Detection in UAV Surveillance System.
Proceedings of the 17th IEEE International Conference on Control & Automation, 2022

2021
Design and Implementation of an Internet of Healthcare Things System for Respiratory Diseases.
Wirel. Pers. Commun., 2021

Effectiveness of Focal Loss for Minority Classification in Network Intrusion Detection Systems.
Symmetry, 2021

Improving the accuracy of pruned network using knowledge distillation.
Pattern Anal. Appl., 2021

Robust Network Intrusion Detection Scheme Using Long-Short Term Memory Based Convolutional Neural Networks.
Mob. Networks Appl., 2021

Progressive Contextual Excitation for Smart Farming Application.
Proceedings of the Computer Analysis of Images and Patterns, 2021

2019
Convolutional Neural Network Application in Smart Farming.
Proceedings of the Soft Computing in Data Science - 5th International Conference, 2019

2018
Improving the age estimation accuracy by a hybrid optimization scheme.
Multim. Tools Appl., 2018

Using Long-Short-Term Memory Based Convolutional Neural Networks for Network Intrusion Detection.
Proceedings of the Wireless Internet - 11th EAI International Conference, 2018

Towards the Implementation of Recurrent Neural Network Schemes for WiFi Fingerprint-Based Indoor Positioning.
Proceedings of the 88th IEEE Vehicular Technology Conference, 2018

2017
Message Scheduling for Personal Biomedical Sensing System in a Health Care Center.
Wirel. Pers. Commun., 2017


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