• 대한원격탐사학회지
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• 제23권5호
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• pp.393-400
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• 2007

We present in this paper a novel power load prediction method using temporal pattern mining from AMR(Automatic Meter Reading) data. Since the power load patterns have time-varying characteristic and very different patterns according to the hour, time, day and week and so on, it gives rise to the uninformative results if only traditional data mining is used. Also, research on data mining for analyzing electric load patterns focused on cluster analysis and classification methods. However despite the usefulness of rules that include temporal dimension and the fact that the AMR data has temporal attribute, the above methods were limited in static pattern extraction and did not consider temporal attributes. Therefore, we propose a new classification method for predicting power load patterns. The main tasks include clustering method and temporal classification method. Cluster analysis is used to create load pattern classes and the representative load profiles for each class. Next, the classification method uses representative load profiles to build a classifier able to assign different load patterns to the existing classes. The proposed classification method is the Calendar-based temporal mining and it discovers electric load patterns in multiple time granularities. Lastly, we show that the proposed method used AMR data and discovered more interest patterns.

• 생물환경조절학회지
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• 제20권2호
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• pp.63-71
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• 2011

영상처리는 정확한 오이의 형상 및 위치를 인식하기 위하여 형상인식 알고리즘에 대한 연구를 수행하였다. 다양한 오이형상을 인식하기 위한 방법으로는 신경회로망의 연상 메모리 알고리즘을 이용하여 오이의 특정형상을 인식하였다. 형상인식은 실제영상에서 오이의 형상과 위치를 판정할 수 있도록 알고리즘을 개발한 결과, 다음과 같은 결론을 얻었다. 본 알고리즘에서는 일정한 학습패턴의 수를 2개, 3개, 4개를 각각 기억시켜 샘플패턴 20개를 실험하여 연상시킨 결과, 학습패턴으로 복원된 출력패턴의 비율은 각각 65.0%, 45.0%, 12.5%로 나타났다. 이는 학습패턴의 수가 많을수록 수렴할 때, 다른 출력패턴으로 많이 검출되었다. 오이의 특정형상 검출은 $30{\times}30$간격으로 자동검출 되도록 처리하였다. 실제영상에서 자동 검출로 처리한 결과, 오이인식의 처리시간은 약 0.5~1초/1개(패턴) 빠르게 검출되었다. 또한, 다섯 개의 실제 영상에서 실험한 결과, 학습패턴에 대한 다른 출력패턴은 96~99%의 제거율을 나타내었다. 오이로 인식된 출력패턴 중에서, 오검출된 출력패턴의 비율은 0.1~4.2%를 나타내었다. 본 연구에서는 신경회로망을 이용하여 오이의 형상 및 위치를 인식할 수 있도록 알고리즘을 개발하였다. 오이의 위치측정은 실제영상에서 학습패턴과 유사한 출력패턴의 좌표를 가지고, 오이의 위치좌표를 추정할 수 있었다.

• 대한전자공학회:학술대회논문집
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• 대한전자공학회 2008년도 하계종합학술대회
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• pp.969-970
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• 2008

This paper proposes illumination-efficient iris image capturing method. face capture method for extraction of iris pattern with one high resolution camera needs a large scale near infrared illumination. we replace high-resolution camera with co-optic-axial combination between wide view camera and narrow view camera. because this method needs small scale illumination that illuminate only narrow camera viewing angle, we can capture iris pattern image with small scale near infrared illumination.

• 대한전기학회:학술대회논문집
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• 대한전기학회 2002년도 하계학술대회 논문집 C
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• pp.1685-1687
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• 2002

High voltage(H.V.) induction motors have been applied to various industrial applications. But aging and failure of induction motors are initiated by electrical, mechanical, thermal and chemical processes during manufacturing or in-service. These detects reduce locally the dielectric strength of the insulation. At such defects partial discharges can occur, which cause further degradation of the insulation and reduce the life time of the H.V induction motors. Consequently in this paper, we studied the partial discharge pattern analysis of H.V. induction motor for on-site applications.

• Natural Product Sciences
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• 제25권3호
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• pp.275-283
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• 2019

In this study, we described the new developed method to simultaneously discriminate two herbal drugs of Artemisiae Argyi Folium and Artemisiae Iwayomogii Herba using eight marker compounds (1 - 8) on an HPLC-PDA system. The developed method was applied to quantify the major components of two herbal drugs. The pattern analysis successfully discriminated and evaluated different components between Artemisiae Argyi Folium and Artemisiae Iwayomogii Herba. Results were used for classification of different species from collected samples.

• 대한소아치과학회지
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• 제35권1호
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• pp.92-101
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• 2008

본 연구는 전남 해안지역에 거주하는 유치열기 아동의 치아 우식 발생 양상과 빈도 및 유구치 교합관계를 조사하였다. 이를 위해 전라남도 해안지역에 소재하는 유치원 및 어린이집의 만 3-5세 순수 유치열기 아동 2272명을 대상으로 각 치아 및 치면별 우식 발생 양상과 교합 관계를 조사한 결과 다음과 같은 결론을 얻었다. 1. 유치우식경험자율(dmf rate)은 3세에서 66.8%, 4세에서 77.7%였으며 5세에서 83.5%로 나타났으며 남녀간에 유의한 차이가 없었다(p>0.05). 2. 우식경험유치지수(dmft index)는 3세에서 3.62개, 4세에서 4.73개이었으며, 5세에서 5.96개로 나타났으며 남녀간에 유의한 차이가 없었다(p>0.05). 3. 우식의 발생 빈도가 가장 높은 유치는 하악 제2유구치로 3세 39.48%, 4세 49.73%, 5세 63.85%로 나타났다. 4. 전체 연령을 대상으로 보았을 때 우식 경험률은 하악 제2유구치 52.34%, 하악 제1유구치 45.61%, 상악 제2유구치 38.81%, 상악 유중절치 38.36%, 상악 제1유구치 30.04%순으로 높은 빈도를 보여주고 있다. 5. 유구치 교합관계에 있어 좌우 양측이 Class 1 pattern인 경우가 53.26%를 차지하였으며, Class 2 pattern인 경우가 1.41%, Class 3 pattern인 경우 30.02%로 나타났으며 우측이 Class 2 pattern이고 좌측이 Class 3 pattern은 없었다.

• 대한한방부인과학회지
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• 제31권4호
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• pp.147-164
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• 2018

Objectives: This study was performed to analyze the pattern identification in infertile women who participated in infertility support program of Cheongju-city. Methods: The project proceeded from October, 2016 to June 2017. Participants filled in the questionnaire which is composed of 33 symptoms before korean medical treatments. Data were collected from 17 participants. We classified symptoms into six pattern identifications based on previous research and rated each answer to score. Results: Throughout the study, the average age of 26 patients was $34.88{\pm}3.19$ years old, the average height was $162.51{\pm}4.99cm$, and average weight was $58.41{\pm}7.88kg$. The average duration of acupuncture treatment was $121.03{\pm}52.73$ days and the average times of acupuncture treatment was $27.42{\pm}10.77$ times. The average number of herbal medicine treatment was $2.65{\pm}0.69$, the majority of it was Chokyungjongok-tang. After the treatment, 3 patients of infertility became pregnant (11.54%) in twenty six patients. By analyzing pattern identification survey papers, We can classify infertile women into 6 pattern identification based on previous research. The majority of participants was identified as Blood deficiency and the other participants were identified as Kidney deficiency, Liver depression, Dampness-phlegm, Qi deficiency and Static blood in order of priority. Most of patients' pattern identification were combined with two kind of pattern identification. In terms of priority, Liver depression combined with Kidney deficiency, Blood deficiency combined with Kidney deficiency, Liver depression combined with Qi deficiency, Liver depression combined with Dampness-phlegm. Conclusions: After the study we confirmed that Korean traditional medicine is a safe treatment for infertile women. Further clinical study about herbal medicines of patients who have combined pattern identification is needed.

• 한국의류학회지
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• 제34권10호
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• pp.1596-1610
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• 2010

This study investigates the studies of development of apparel basic pattern published in domestic journals and the trends in related studies. It also provides basic information on directions for future studies. The data was collected from the theses of domestic journals of the Korean Studies Information (KSI) which were published until December 31, 2009 and retrieved by a keyword related to the design of basic apparel patterns. The data was classified by the journals, the year of publication, research themes, research subjects, and research methods. They were analyzed to find out the overall distribution status and characteristics by time. The number of theses for the analysis was 73 published in 11 Journals total. Reviewing the theses by dividing the times into 7 Chronicles of 5 years in each term since the first thesis was published in 1968, it was found that more active research had been done as time went by. The theme of the theses in most cases was the composition of western apparel. As for items, most cases were on the study of bodice torso basic patterns. Since the period of 5-6 Chronicles, studies in the pattern of underwear, jacket, shirts blouse have gradually increased and the development of patterns using elastic materials are increasing as well. Women were dominant in the studies as subjects and so were young people of both sexes. Unlike the studies in earlier times that focused on the average figure, studies on developing patterns for various figure types have been made since the 5-6 Chronicles. However, there were limited studies on the figures of infants, male youth, seniors, and obese males. As for the research methods, there were common processes for validity testing of patterns through the measurement of the human figure, survey of customers and companies, designing pilot patterns, and wearing trials. The studies showed characteristic the differences in research methods according to the period.

• 한국재료학회:학술대회논문집
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• 한국재료학회 1998년도 IUMRS-ICEM ABSTRACT BOOK
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• pp.79.2-79
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• 1998

• 사상체질의학회지
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• 제26권1호
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• pp.11-26
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• 2014

Objectives This research was proposed to present Clinical Practice Guideline(CPG) for Soeumin Disease of Sasang Constitutional Medicine(SCM): Diagnosis and Algorithm. This CPG was developed by the national-wide experts committee consisting of SCM professors. Methods We searched the literature and articles related to Soeumin Symptomatology diagnosis and algorithm. For developin diagnosis and algorithm, we searched the classification, ordinary symptom, present symptom of the Soeumin Symptomatology Results & Conclusions We classified the Soeumin Symptomatology by 4 steps: Exterior-Interior disease, favorable-unfavorable pattern, mild-moderate-severe-critical pattern, initial-intermediate-advanced pattern. And at the unfavorable pattern, ordinary symptom is very important. So Doctors focuss on the symptom of unfavorable's ordinary symptom such as temperament inclined symptom, excessive sweating, diarrhea, and vexation.