Hyunsoo Yu

Hyunsoo Yu

Kwangwoon University

H-index: 3

Asia-South Korea

About Hyunsoo Yu

Hyunsoo Yu, With an exceptional h-index of 3 and a recent h-index of 3 (since 2020), a distinguished researcher at Kwangwoon University, specializes in the field of Machine learning, Bio signal, Signal processing, Artificial Intelligence.

His recent articles reflect a diverse array of research interests and contributions to the field:

Intelligent Feature Selection for ECG-Based Personal Authentication Using Deep Reinforcement Learning

Automatic sleep scoring using intrinsic mode based on interpretable deep neural networks

Explainable Sleep Staging Algorithm using a Single-channel Electroencephalogram

Effect of a recliner chair with rocking motions on sleep efficiency

End-to-end Automatic Sleep Staging Algorithm using Convolution Neural Network and Bidirectional LSTM

A Binary Sleep Classification of BCG Signal using Random Search-Optimized Random Forest

Single channel EEG 의 Attention 을 통한 수면 단계 추정 의사결정지원시스템

시계열 데이터 분석을 위한 컨볼루션 신경망 기반의 Empirical Mode Decomposition

Hyunsoo Yu Information

University

Position

Department of Computer Engineering

Citations(all)

24

Citations(since 2020)

24

Cited By

0

hIndex(all)

3

hIndex(since 2020)

3

i10Index(all)

0

i10Index(since 2020)

0

Email

University Profile Page

Google Scholar

Hyunsoo Yu Skills & Research Interests

Machine learning

Bio signal

Signal processing

Artificial Intelligence

Top articles of Hyunsoo Yu

Intelligent Feature Selection for ECG-Based Personal Authentication Using Deep Reinforcement Learning

Sensors

2023/1/20

Hyunsoo Yu
Hyunsoo Yu

H-Index: 0

Cheolsoo Park
Cheolsoo Park

H-Index: 17

Automatic sleep scoring using intrinsic mode based on interpretable deep neural networks

IEEE Access

2022/3/30

Explainable Sleep Staging Algorithm using a Single-channel Electroencephalogram

IEIE Transactions on Smart Processing & Computing

2022/2

Hyunsoo Yu
Hyunsoo Yu

H-Index: 0

Cheolsoo Park
Cheolsoo Park

H-Index: 17

Effect of a recliner chair with rocking motions on sleep efficiency

Sensors

2021/12/8

Hyunsoo Yu
Hyunsoo Yu

H-Index: 0

Cheolsoo Park
Cheolsoo Park

H-Index: 17

End-to-end Automatic Sleep Staging Algorithm using Convolution Neural Network and Bidirectional LSTM

IEIE Transactions on Smart Processing & Computing

2021/12

A Binary Sleep Classification of BCG Signal using Random Search-Optimized Random Forest

대한전자공학회 학술대회

2021/6

Single channel EEG 의 Attention 을 통한 수면 단계 추정 의사결정지원시스템

대한전자공학회 학술대회

2021/6

시계열 데이터 분석을 위한 컨볼루션 신경망 기반의 Empirical Mode Decomposition

대한전자공학회 학술대회

2021/6

CNN 기반의 EEG 신호를 활용한 수면 단계 측정 자동화

대한전자공학회 학술대회

2020/11

리클라이너 스윙궤적에 따른 수면질 비교

대한인간공학회 학술대회논문집

2020/10

Effect of an inflatable air mattress with variable rigidity on sleep quality

Sensors

2020/9/17

Hyunsoo Yu
Hyunsoo Yu

H-Index: 0

Cheolsoo Park
Cheolsoo Park

H-Index: 17

단일채널 수면뇌파 분석을 위한 컨볼루션 신경망 모델 최적화

대한전자공학회 학술대회

2020/8

See List of Professors in Hyunsoo Yu University(Kwangwoon University)

Co-Authors

academic-engine