지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국지능시스템학회 INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS Vol.20 No.2
- 발행연도
- 2020.6
- 수록면
- 87 - 95 (9page)
- DOI
- 10.5391/IJFIS.2020.20.2.87
이용수
초록· 키워드
오류제보하기
This study investigates the invisible factors that influence the subjective satisfaction of sleep, which is a crucial factor in sleep-supporting systems. The effects of these factors were examined using a neural network (NN) model. A sensing bed system obtains the environmental and vital signs data with five-level evaluations. The relationships among over 300,000 collected data points were visualized and analyzed using the NN model. The results indicated that the temperature difference between the inside and outside of the bed affect the subjective satisfaction of sleep both during warm and cold periods. Furthermore, the NN models indicated that the respiratory frequency influences sleep satisfaction. In this study, both these factors and their effects on the subjective satisfaction of sleep were successfully investigated by utilizing the NN model.
목차
Abstract
1. Introduction
2. Related Works
3. Experiment and Analysis
4. Neural Network for Our Analysis
5. Results of the NN Model
6. Conclusion
References
참고문헌 (13)
참고문헌 신청
Z. Wang / 2018 / Quantitative phosphoproteomic analysis of the molecular substrates of sleep need / Nature 558(7710):435~439
M. Tsuchiya / 2017 / Evaluation of sleep quality based on environmental and vital sensor signals using big data analysis and deep learning / Proceedings of the 2017 International Symposium on Nonlinear Theory and Its Applications(NOLTA) :38~41
S. I. Cho / 2018 / Estimation of correlation between multiple parameters and sleep satisfaction using deep neural network for pleasant sleeping support system / Proceedings of 31st International Conference on Computer Applications in Industry and Engineering(CAINE) :26~30
Y. Bengio / 2009 / Learning deep architectures for AI / Foundations and Trends in Machine Learning 2(1):1~127
I. Goodfellow / 2016 / Deep Learning / The MIT Press
M. Tsuchiya / 2017 / Evaluation of sleep quality based on environmental and vital sensor signals using big data analysis and deep learning / Proceedings of the 2017 International Symposium on Nonlinear Theory and Its Applications(NOLTA) :38~41
S. I. Cho / 2018 / Estimation of correlation between multiple parameters and sleep satisfaction using deep neural network for pleasant sleeping support system / Proceedings of 31st International Conference on Computer Applications in Industry and Engineering(CAINE) :26~30
Y. Bengio / 2009 / Learning deep architectures for AI / Foundations and Trends in Machine Learning 2(1):1~127
I. Goodfellow / 2016 / Deep Learning / The MIT Press
함께 읽어보면 좋을 논문
논문 유사도에 따라 DBpia 가 추천하는 논문입니다. 함께 보면 좋을 연관 논문을 확인해보세요!
-
K-NN 알고리즘을 이용한 위험도 산출 모델 설계
한국가스학회 학술대회논문집
2018 .11
-
Temporally adaptive and region-selective signaling of applying multiple neural network models
한국방송미디어공학회 학술발표대회 논문집
2020 .11
-
I-벡터 특징을 이용하는 NN 기반의 화자 연령 분류
한국통신학회 학술대회논문집
2015 .11
-
착용형 센서와 k-NN을 이용한 자세 분석 및 분류 시스템
제어로봇시스템학회 국내학술대회 논문집
2022 .06
-
분할 신경망을 이용한 전력시장에서의 정보 불완비성 해석
전기학회논문지
2020 .04
-
Efficient Multi-Step k-NN Search Methods Using Multidimensional Indexes in Large Databases
Journal of KIISE
2015 .02
-
Plurality Rule–based Density and Correlation Coefficient–based Clustering for K-NN
IEIE Transactions on Smart Processing & Computing
2017 .06
-
k-NN과 OpenCV를 활용한 수화 번역 시스템 개발
한국통신학회 학술대회논문집
2019 .01
-
LDI NN auxiliary modeling and control design for nonlinear systems
Smart Structures and Systems, An International Journal
2022 .05
-
k-NN을 활용한 수화 번역 시스템
대한전자공학회 학술대회
2019 .06
-
OFDM 시스템에서 K-NN 기반 적응적 변조 기법
한국통신학회 학술대회논문집
2018 .01
-
k-NN과 거리분산을 이용한 핑거프린팅 측위의 정확도 향상 기법
대한전자공학회 학술대회
2017 .06
-
Structural failure classification for reinforced concrete buildings using trained neural network based multi-objective genetic algorithm
Structural engineering and mechanics : An international journal
2017 .01
-
UWB 환경에서 k-NN기반 실내 위치측위 알고리즘 설계
한국통신학회 학술대회논문집
2022 .11
-
ARM Cortex-M4 환경에서 NN 구현 및 최적화를 위한 메모리 사용량 분석
한국통신학회 학술대회논문집
2023 .06
-
실내 측위에서 스마트폰 지자기 센서를 이용한 κ-NN 기반 초기 위치 추정
한국통신학회 학술대회논문집
2024 .06
-
NNDI decentralized evolved intelligent stabilization of large-scale systems
Smart Structures and Systems, An International Journal
2022 .07
-
Hadoop과 GPU를 이용한 k-NN의 가속
한국정보과학회 학술발표논문집
2016 .12
-
Comparative Analysis of Neural Network Models using Different Architectures: An Application to Estimate Low-rise Buildings Seismic Responses
한국콘크리트학회 학술대회 논문집
2021 .05
-
k-NN Join Based on LSH in Big Data Environment
Journal of information and communication convergence engineering
2018 .06
이 논문의 저자 정보
최근 본 자료
댓글(0)
0