• Title/Summary/Keyword: periodic data

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Groundwater Level Prediction Using ANFIS Algorithm (ANFIS 알고리즘을 이용한 지하수수위 예측)

  • Bak, Gwi-Man;Bae, Young-Chul
    • The Journal of the Korea institute of electronic communication sciences
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    • v.14 no.6
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    • pp.1235-1240
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    • 2019
  • It is well known that the ground water level changes rapidly before and after the earthquake, and the variation of ground water level prediction is used to predict the earthquake. In this paper, we predict the ground water level in Miryang City using ANFIS algorithm for earthquake prediction. For this purpose, this paper used precipitation and temperature acquired from National Weather Service and data of underground water level from Rural Groundwater Observation Network of Korea Rural Community Corporation which is installed in Miryang city, Gyeongsangnam-do. We measure the prediction accuracy using RMSE and MAPE calculation methods. As a result of the prediction, the periodic pattern was predicted by natural factors, but the change value of ground water level was changed by other variables such as artificial factors that was not detected. To solve this problem, it is necessary to digitize the ground water level by numerically quantifying artificial variables, and to measure the precipitation and pressure according to the exact location of the observation ball measuring the ground water level.

A STUDY ON THE DEVELOPMENT OF STANDARD CRITERIA OF EQUIPMENT FOR 3 YEAR NURSING EDUCATION (3년제 간호교육과정의 실험실습 기자재 기준 개발)

  • Chon, Si-Ja;Kwon, Sook-Hee;Kim, Yeon-Hwa;Park, Yeon-Su;Hong, Yong-Hae;In, Kyung-Sun;Lee, Sook-Hee;Oh, Sei-Young;Choi, Byung-Sun;Chu, Su-Kyung
    • The Korean Nurse
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    • v.37 no.3
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    • pp.78-91
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    • 1998
  • This descriptive study was conducted in order to develop a standard criteria for nursing laboratory facilities and equipment for use by the 3 year nursing colleges. The data was collected from Aug. 28 to Sept. 30, 1997 by mail from 44 3 year nursing schools. To develop a standard criteria, the syllabi for Fundamentals of Nursing laboratory and for Physical Assessment were collected and analyzed. The following information was elicited and analyzed by the researchers : 1. for each procedure in the syllabus, the percentage of schools using the procedures 2. the facilities and equipment recognized as necessary and the percentage of schools which possess each item 3. calculation of the standard criteria for size of the nursing laboratory together with a list of the necessary facilities and equipment. The results of the study were as follows : 1. The Size of facility was 181.2m2 for fundamentals of Nursing laboratory and 56.4m2 for the storage room. For those whose number of students exceed 120, 1.98m2 is required for each students. 2. The number of items included in the standard criteria was 92 for Fundamentals of Nursing and Physical Assessment and 47 for other nursing subjects. The items made of rubber, plastic and the disposable ones were suggested but excluded from the standard criteria. Based on the above findings, the following suggestions were made : 1. Periodic review of the standard criteria is necessary to update the standard. 2. A study on the standardization of the curriculum for basic science laboratory, including experiment and a standard criteria of equipment, is necessary. 3. A study to develop a computer program for management of nursing laboratory facilities and equipment is needed.

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Cuffless Blood Pressure Estimation Based on a Convolutional Neural Network using PPG and ECG Signals for Portable or Wearable Blood Pressure Devices (휴대용 및 웨어러블 측정기를 위한 ECG와 PPG 신호를 활용한 합성곱 신경망 알고리즘 기반의 비가압식 혈압 추정 방법)

  • Cho, Jinwoo;Choi, Ahyoung
    • Journal of Korea Society of Industrial Information Systems
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    • v.25 no.3
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    • pp.1-10
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    • 2020
  • In this paper, we propose an algorithm for estimating blood pressure using ECG (Electrocardiogram) and PPG (Photoplethysmography) signals. To estimate the BP (Blood pressure), we generate a periodic input signal, remove the noise according to the differential and threshold methods, and then estimate the systolic and diastolic blood pressures based on the convolutional neural network. We used 49 patient data of 3.1GB in the MIMIC database. As a result, it was found that the prediction error (RMSE) of systolic BP was 5.80mmHg, and the prediction error of diastolic BP was 2.78mmHg. This result confirms that the performance of class A is satisfied with the existing BP monitor evaluation method proposed by the British High Blood Pressure Association.

A Survey on the Recognition of Pending Policy among Oriental Doctors Working in Oriental Medical Institutions (한방의료기관 근무 한의사의 정책 현안에 대한 인식 조사)

  • Huang, Dae-Sun;Lee, Kyung-Goo;Shin, Hyeun-Kyoo
    • The Journal of Korean Medicine
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    • v.29 no.2
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    • pp.96-106
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    • 2008
  • Objectives: The objective of the study was to resolve various elements of conflict by presenting the results of the study and to help build an enhanced oriental medical service system. Methods: The researcher collected data from 12/15/2006 to 1/31/2007. A total of 1000 questionnaires were sent out to oriental medical doctors working at oriental medical facilities and the 15% (150 questionnaires) of them that were returned completed were analyzed. Results: 1. As to the proper proportion of oriental medical doctors to western medical doctors, they said it should be less than 20%. About separating the task of prescribing oriental medicine (herb) from oriental medical treatment, 80.7% of them were against it. 98.7% said oriental medical doctors needed the control of medical technicians. 2. 72.3% said they had no intention of taking the U.S. NCCAOM board to practice oriental medicine overseas. A majority (57.7%) were in favor of unifying oriental medical license with western medical license. 3. Oriental medical doctors had greater job satisfaction [than all oriental medical doctors number]. If they were to choose another occupation than oriental medicine they would consider becoming a research fellow above all other occupations. If they were to reenter college, they said they would probably choose oriental medical school. However, the choice of reentering oriental medical school was lower than that of western medical school. Conclusion: This study has also statistically determined the current issues that may pose conflicting views on the part of the respondents. A periodic study such as this one will hopefully aid in establishing policies for oriental medicine.

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A Protocol of TTP/C(timed token protocol with concession) for Real-Time Messages in Distributed Computing Environment (분산 컴퓨팅 환경에서 실시간 메시지 통신을 위한 TTP/C 프로토콜)

  • Oh, Sung-Heun;Choi, Joong-Sup;Yang, Seung-Min
    • Journal of KIISE:Computer Systems and Theory
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    • v.27 no.5
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    • pp.518-528
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    • 2000
  • Messages in distributed real-time systems are categorized into two groups: synchronous messages and asynchronous messages. Synchronous messages, such as sampled audio and image data,are generated periodically with delivery time constraints. Protocols should guarantee the end-to-enddeadlines for such messages. Asynchronous messages are non-periodic and may arrive in a randomway with no strict time constraints.In this paper, we propose TTP/C(timed token protocol with concession), an extension of TTPprotocol, to achieve higher timeliness guarantee for synchronous messages in distributed real-timesystems. In TTP/C, a node concedes the allocated bandwidth to other nodes with urgent synchronousmessages to be sent provided that the node has no urgent messages, TTP/C works very well evenif the synchronous messages are generated with some jittering by nodes. The simulation results showthe improved performance of TTP/C protocol for guaranteeing synchronous messages deadlinescomeared to the existing TTP protocols.

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The Analysis of Acute Drug Intoxication in Emergency Medical Center (응급의료센터에 내원한 음독환자의 약물중독 분석)

  • Lee, Tae-Yong;Kim, Seon-Rye;Cho, Byung-Jun;Park, Jeong-Hyun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.11 no.2
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    • pp.750-757
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    • 2010
  • In order to investigate acute drug intoxication trends in the elderly who visited emergency medical center, Data were collected from the records of poisoning patients visited five different hospitals from January 1, 2007 to December 31, 2007. The analysis was conducted by using 624 cases from these hospitals. The results are as follows. The study was designed to be divided into two categories of elderly and those under age 65. The criteria were as follows ; male to female ratio, those living together with families, past suicide attempts, acute drug intoxication reasons, management, mental status and the level of sobriety on arrival at the medical centers, and monthly distribution. There was no difference between two groups. In conclusion, it is necessary to develop suicide prevention program for the suicide vulnerable group. Accidental poisonings are going to continue. This means that poisoning prevention education programs must also be developed for periodic use.

Correlates of Smoking, Quit Attempts and Attitudes towards Total Smoking Bans at University: Findings from Eleven Faculties in Egypt

  • Ansari, Walid El;Labeeb, Shokria;Kotb, Safaa;Yousafzai, Mohammad T.;El-Houfey, Amira;Stock, Christiane
    • Asian Pacific Journal of Cancer Prevention
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    • v.13 no.6
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    • pp.2547-2556
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    • 2012
  • Objectives: Smoking among university students represents a formidable and global public health challenge. We assessed the associations between socio-demographic, health and wellbeing variables as independent variables, with daily smoking, attempts to quit smoking, and agreement with smoking ban as dependent variables. Methods: A sample of 3258 undergraduate students from eleven faculties at Assiut University, Assiut, Egypt, completed a general health questionnaire. Results: Overall daily or occasional smoking in last three months prior to the survey was about 9% (8% occasional and 1% daily smokers), and smoking was generally more prevalent among males (male=17%, female=0.6%, P < 0.001). After adjustment for confounders, not having normal BMI and having a mother who completed at least bachelor's degree education was positively associated with daily smoking, and conversely, no history of illicit drug use was a protective factor. About 76% of smokers had attempted to quit smoking within the last 12 months prior to the survey. Although a large proportion of students agreed/strongly agreed with the banning of smoking at university altogether (87%), such agreement was less likely among smokers. Conclusion: There is need for implementation of non-smoking policies on university premises, as well as regular up-to-date information on, and the periodic/yearly monitoring of tobacco use by university students employing standardised data collection instruments and reference periods. In addition, it would be valuable to develop campus-based educational/ awareness campaigns designed to counteract tobacco advertisement directed towards young people in Middle East countries. Otherwise, the danger could be that the current relatively low smoking prevalence among university students may escalate in the future.

Formation Processes of Hwaeomneup Wetland, Cheonseong Mountain (천성산 화엄늪의 형성과정)

  • Son, Myoung-Won;Chang, Mun-Gi
    • Journal of the Korean association of regional geographers
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    • v.15 no.2
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    • pp.204-214
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    • 2009
  • The purpose of this paper is to elucidate the formation processes of Hwaeumneup in Cheonseong Mountain which was designated as Wetland Conservation Area in 2002, and to offer data essential to sustainable management of wetland. According to wetland core samples and carbon dating of humus, grassland of Hwaeumneup Wetland Reservation resulted from slash-and-burn agriculture in no reference with climatic changes of last glacial period. And Hwaeumneup is a alpine wetland that is formed as rain water over Cheonseong Mountain crest area infiltrates into bedrock, springs out along joint line below main ridge, and dampens gentle grassland. It needs to support dense vegetation of southwestern ridge of Wetland Reservation in order to sustain water volumn of Hwaeumneup wetland, and to keep from breakdown of block dam at downstream fringe of wetland. And it needs to measure and analyse micro-topography and hydrology changes in Hwaeumneup Wetland Reservation through periodic monitoring.

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An Adaptive Neighbor Discovery for Tactical Airborne Networks with Directional Antenna (지향성 안테나 기반 공중전술네트워크를 위한 적응적 이웃노드 탐색기법)

  • Lee, Sung-Won;Yoon, Sun-Joong;Ko, Young-Bae
    • Journal of KIISE:Information Networking
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    • v.37 no.1
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    • pp.1-7
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    • 2010
  • Network Centric Warfare(NCW) is becoming a prominent concept in the current trend of warfare. To support high quality communication between strategic/tactical units in the concept of NCW, Tactical Airborne Networks are likely to be constructed in the near future to take part in the NCW. In these Tactical Airborne Networks with dynamic topology variations due to very high mobility of participants nodes, more efficient and reliable neighbor discovery protocols are needed. This paper presents the adaptive HELLO message scheduling algorithm for Tactical Airborne Network using directional antennas. The purposed algorithm can reduce the overhead of periodic HELLO message transfer, while guaranteeing successful data transmission. We concluded a mathematical analysis and simulation studies using Qualnet 4.5 for evaluation the performance and efficiency of the proposed scheme.

Systematic review of the effect of coenzyme Q10 on antioxidant capacity while focused on evaluation of claims for health functional food (건강기능식품의 기능성을 중심으로 한 코엔자임Q10의 항산화 기능성에 대한 체계적 고찰)

  • Kim, Ji Yeon;Jeong, Sewon;Paek, Ju Eun;Kim, Joohee;Kwak, Jin Sook;Lee, Yoon Jung;Kang, Tae Seok;Kwon, Oran
    • Journal of Nutrition and Health
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    • v.46 no.3
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    • pp.218-225
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    • 2013
  • Although the functional ingredient has been evaluated by the Korea Food and Drug Administration (KFDA) based on scientific evidence, the levels of scientific evidence and consistency of the results might vary according to emerging data. Therefore, periodic re-evaluation may be needed for some functional ingredients. In this study, we re-evaluated scientific evidence for the antioxidant activity of coenzyme Q10 as a functional ingredient in health functional food. Literature searches were conducted using the Medline and Cochrane, KISS, and IBIDS databases for the years 1955-2010 with the search term of coenzyme Q10 in combination with antioxidant. The search was limited to human studies published in Korean, English, and Japanese. Using the KFDA's evidence based evaluation system for scientific evaluation of health claims, 33 human studies were identified and reviewed in order to evaluate the strength of the evidence supporting a relation between coenzyme Q10 and antioxidant activity. Among 33 studies, significant effects for antioxidant activities were reported in 22 studies and their daily intake amount was 60 to 300 mg. Based on this systematic review, we concluded that there was possible evidence to support a relation between coenzyme Q10 intake and antioxidant activities. However, because inconsistent results have recently been reported, future studies should be monitored.