$\require{mediawiki-texvc}$

연합인증

연합인증 가입 기관의 연구자들은 소속기관의 인증정보(ID와 암호)를 이용해 다른 대학, 연구기관, 서비스 공급자의 다양한 온라인 자원과 연구 데이터를 이용할 수 있습니다.

이는 여행자가 자국에서 발행 받은 여권으로 세계 각국을 자유롭게 여행할 수 있는 것과 같습니다.

연합인증으로 이용이 가능한 서비스는 NTIS, DataON, Edison, Kafe, Webinar 등이 있습니다.

한번의 인증절차만으로 연합인증 가입 서비스에 추가 로그인 없이 이용이 가능합니다.

다만, 연합인증을 위해서는 최초 1회만 인증 절차가 필요합니다. (회원이 아닐 경우 회원 가입이 필요합니다.)

연합인증 절차는 다음과 같습니다.

최초이용시에는
ScienceON에 로그인 → 연합인증 서비스 접속 → 로그인 (본인 확인 또는 회원가입) → 서비스 이용

그 이후에는
ScienceON 로그인 → 연합인증 서비스 접속 → 서비스 이용

연합인증을 활용하시면 KISTI가 제공하는 다양한 서비스를 편리하게 이용하실 수 있습니다.

Mining Based Time-Series Sleeping Pattern Analysis for Life Big-Data

Wireless personal communications, v.105 no.2, 2019년, pp.475 - 489  

Kim, Joo-Chang ,  Chung, Kyungyong

초록이 없습니다.

참고문헌 (30)

  1. Cluster Computing H Jung 19 2 967 2016 10.1007/s10586-016-0549-x Jung, H., & Chung, K. (2016). Life style improvement mobile service for high risk chronic disease based on PHR platform. Cluster Computing, 19(2), 967-977. 

  2. Multimedia Tools and Applications MJ Rho 74 7 2391 2015 10.1007/s11042-013-1772-6 Rho, M. J., Jang, K. S., Chung, K., & Choi, I. Y. (2015). Comparison of knowledge, attitudes, and trust for the use of personal health information in clinical research. Multimedia Tools and Applications, 74(7), 2391-2404. 

  3. Information Technology and Management K Chung 17 1 67 2016 10.1007/s10799-015-0241-5 Chung, K., Kim, J. C., & Park, R. C. (2016). Knowledge-based health service considering user convenience using hybrid Wi-Fi P2P. Information Technology and Management, 17(1), 67-80. 

  4. Cluster Computing K Chung 19 1 505 2016 10.1007/s10586-016-0531-7 Chung, K., & Park, R. C. (2016). PHR open platform based smart health service using distributed object group framework. Cluster Computing, 19(1), 505-517. 

  5. American Psychiatric Association 2013 Diagnostic and statistical manual of mental disorders (DSM-5®) 10.1176/appi.books.9780890425596 American Psychiatric Association. (2013). Diagnostic and statistical manual of mental disorders (DSM-5 ® ). Washington, D. C.: American Psychiatric Publishing. 

  6. Korea Contents Association KY Chung 8 9 19 2008 10.5392/JKCA.2008.8.9.019 Chung, K. Y., Kim, J. H., Kang, U. G., Rim, K. W., & Lee, J. H. (2008). Discovery of behavior sequence pattern using mining in smart home. Korea Contents Association, 8(9), 19-26. 

  7. Korea Industrial Information Systems Research JH Chang 16 2 19 2011 10.9723/jksiis.2011.16.2.019 Chang, J. H. (2011). Mining interesting sequential pattern with a time-interval constraint for efficient analyzing a web-click stream. Korea Industrial Information Systems Research, 16(2), 19-29. 

  8. Broadcast Engineering S Pyo 14 5 625 2009 10.5909/JBE.2009.14.5.625 Pyo, S., Kim, E., & Kim, M. (2009). A personalized automatic TV program scheduler using sequential pattern mining. Broadcast Engineering, 14(5), 625-637. 

  9. Caring Sciences UM Edéll-Gustafsson 16 2 179 2002 10.1046/j.1471-6712.2002.00078.x Edéll-Gustafsson, U. M., Kritz, E. I., & Bogren, I. K. (2002). Self-reported sleep quality, strain and health in relation to perceived working conditions in females. Caring Sciences, 16(2), 179-187. 

  10. Korea Contents Association Y Baek 13 6 309 2013 10.5392/JKCA.2013.13.06.309 Baek, Y., Yoo, J., Lee, S. W., & Jin, H. J. (2013). Domestic trends of research and patent for sleep disorder. Korea Contents Association, 13(6), 309-317. 

  11. 10.1145/2742647.2742674 Nandakumar, R., Gollakota, S., & Watson, N. (2015). Contactless sleep apnea detection on smartphones. In Proceedings of the 13th annual international conference on mobile systems, applications, and services (pp. 45-57). 

  12. Korea Multimedia Society BM Lee 18 12 1538 2015 10.9717/kmms.2015.18.12.1538 Lee, B. M., & Hwang, H. J. (2015). Virtual sleep sensor with PSQI for sleep therapy service. Korea Multimedia Society, 18(12), 1538-1546. 

  13. Hello Sense. https://hello.is/ . Accessed 28 Mar 2018. 

  14. Fitbit. https://www.fitbit.com/ . Accessed 1 Apr 2018. 

  15. Beddit. https://www.beddit.com/ . Accessed 29 Mar 2018. 

  16. National Sleep Foundation. https://sleepfoundation.org/ . Accessed 2 Apr 2018. 

  17. 10.1109/ICDE.1995.380415 Agrawal, R., & Srikant, R. (1995). Mining sequential patterns. In Proceedings of the international conference on data engineering, IEEE CS (pp. 3-14). 

  18. Royal Statistical Society. Series C (Applied Statistics) JA Hartigan 28 1 100 1979 Hartigan, J. A., & Wong, M. A. (1979). Algorithm AS 136: A k-means clustering algorithm. Royal Statistical Society. Series C (Applied Statistics), 28(1), 100-108. 

  19. Journal of the Royal Statistical Society Series B (methodological) AP Dempster 39 1 1 1977 10.1111/j.2517-6161.1977.tb01600.x Dempster, A. P., Laird, N. M., & Rubin, D. B. (1977). Maximum likelihood from incomplete data via the EM algorithm. Journal of the Royal Statistical Society Series B (methodological), 39(1), 1-38. 

  20. Peer-to-Peer Networking and Applications JC Kim 11 6 1278 2018 10.1007/s12083-018-0631-7 Kim, J. C., & Chung, K. (2018). Mining health-risk factors using PHR similarity in a hybrid P2P network. Peer-to-Peer Networking and Applications, 11(6), 1278-1287. 

  21. 10.4018/978-1-59140-557-3.ch193 Masseglia, F., Teisseire, M., & Poncelet, P. (2005). Sequential pattern mining. In Encyclopedia of data warehousing and mining, IGI Global (pp. 1028-1032). 

  22. Wireless Personal Communications SY Oh 98 4 3287 2018 10.1007/s11277-017-4645-x Oh, S. Y., & Chung, K. (2018). Performance evaluation of silence-feature normalization model using cepstrum features of noise signals. Wireless Personal Communications, 98(4), 3287-3297. 

  23. Journal of Machine Learning Research Y Bengio 5 1089 2004 Bengio, Y., & Grandvalet, Y. (2004). No unbiased estimator of the variance of k-fold cross-validation. Journal of Machine Learning Research, 5, 1089-1105. 

  24. Wireless Personal Communication JC Kim 93 1 255 2017 10.1007/s11277-016-3923-3 Kim, J. C., & Chung, K. (2017). Depression index service using knowledge based crowdsourcing in smart health. Wireless Personal Communication, 93(1), 255-268. 

  25. Wireless Personal Communications H Yoo 93 1 161 2017 10.1007/s11277-016-3715-9 Yoo, H., & Chung, K. (2017). PHR based diabetes index service model using life behavior analysis. Wireless Personal Communications, 93(1), 161-174. 

  26. Wireless Personal Communications JC Kim 89 3 1009 2016 10.1007/s11277-016-3212-1 Kim, J. C., Jung, H., & Chung, K. (2016). Mining based urban climate disaster index service according to potential risk. Wireless Personal Communications, 89(3), 1009-1025. 

  27. IEICE Transaction on Information and Systems JC Chung E87-D 12 2781 2004 Chung, K. Y., & Lee, J. H. (2004). User preference mining through hybrid collaborative filtering and content-based filtering in recommendation system. IEICE Transaction on Information and Systems, E87-D(12), 2781-2790. 

  28. Journal of Ambient Intelligence and Humanized Computing K Chung 2018 10.1007/s12652-018-1033-7 Chung, K., Yoo, H., & Choe, D. E. (2018). Ambient context-based modeling for health risk assessment using deep neural network. Journal of Ambient Intelligence and Humanized Computing. https://doi.org/10.1007/s12652-018-1033-7 . 

  29. Journal of Ambient Intelligence and Humanized Computing JC Kim 2018 10.1007/s12652-018-1033-7 Kim, J. C., & Chung, K. (2018). Neural-network based adaptive context prediction model for ambient intelligence. Journal of Ambient Intelligence and Humanized Computing. https://doi.org/10.1007/s12652-018-0972-3 . 

  30. Journal of Ambient Intelligence and Humanized Computing H Yoo 11 6 1309 2018 Yoo, H., & Chung, K. (2018). Mining-based lifecare recommendation using peer-to-peer dataset and adaptive decision feedback. Peer-to-Peer Networking and Applications, 11(6), 1309-1320. 

LOADING...
섹션별 컨텐츠 바로가기

AI-Helper ※ AI-Helper는 오픈소스 모델을 사용합니다.

AI-Helper 아이콘
AI-Helper
안녕하세요, AI-Helper입니다. 좌측 "선택된 텍스트"에서 텍스트를 선택하여 요약, 번역, 용어설명을 실행하세요.
※ AI-Helper는 부적절한 답변을 할 수 있습니다.

선택된 텍스트

맨위로