Siho Shin

According to our database, Siho Shin authored at least 11 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Cascade forest regression algorithm for non-invasive blood pressure estimation using PPG signals.

Gengjia Zhang, Siho Shin, Jaehyo Jung

Appl. Soft Comput., September, 2023

Cuff-less blood pressure estimation from ECG and PPG using CNN-LSTM algorithms.

Gengjia Zhang, Daegil Choi, Siho Shin, Jaehyo Jung

Proceedings of the IEEE 2nd International Conference on AI in Cybersecurity, 2023

Decision Tree Algorithm for Depression Diagnosis from Facial Images.

Daegil Choi, Gengjia Zhang, Siho Shin, Jaehyo Jung

Proceedings of the IEEE 2nd International Conference on AI in Cybersecurity, 2023

2022

Machine learning Algorithm for Non-invasive Blood Pressure Estimation Using PPG Signals.

Gengjia Zhang, Siho Shin, Jaehyo Jung, Meina Li, Youn Tae Kim

Proceedings of the 5th IEEE International Conference on Artificial Intelligence and Knowledge Engineering, 2022

Development of a Variety of Fast Machine Learning Model for ECG-based Arrhythmia Classifier.

Gengjia Zhang, Siho Shin, Jaehyo Jung, Meina Li, Youn Tae Kim

Proceedings of the 5th IEEE International Conference on Artificial Intelligence and Knowledge Engineering, 2022

2021

Mental Stress Classification Based on a Support Vector Machine and Naive Bayes Using Electrocardiogram Signals.

Mingu Kang, Siho Shin, Gengjia Zhang, Jaehyo Jung, Youn Tae Kim

Sensors, 2021

Estimation of a physical activity energy expenditure with a patch-type sensor module using artificial neural network.

Kyeung Ho Kang, Siho Shin, Jaehyo Jung, Youn Tae Kim

Concurr. Comput. Pract. Exp., 2021

2020

Electromyogram-based algorithm using bagged trees for biometric person authentication and motion recognition.

Siho Shin, Jaehyo Jung, Mingu Kang, Kyeung Ho Kang, Youn Tae Kim

Proceedings of the 2020 IEEE International Conference on Consumer Electronics (ICCE), 2020

Multi bio-signal based algorithm using EMD and FFT for stress analysis.

Mingu Kang, Jaehyo Jung, Siho Shin, Kyeung Ho Kang, Youn Tae Kim

Proceedings of the 2020 IEEE International Conference on Consumer Electronics (ICCE), 2020

2017

Development of a Telemetric, Miniaturized Electrochemical Amperometric Analyzer.

Jaehyo Jung, Jihoon Lee, Siho Shin, Youn Tae Kim

Sensors, 2017

A study of an EMG-based authentication algorithm using an artificial neural network.

Siho Shin, Jaehyo Jung, Youn Tae Kim

Proceedings of the 2017 IEEE SENSORS, Glasgow, United Kingdom, October 29, 2017