• Title/Summary/Keyword: Ranking function

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A Basic Study of Applying the Energy Function Using Time-domain Transient Stability Program (시간영역 과도안정도 프로그램을 이용한 에너지 함수 적용 기초 연구)

  • Kim, Dong-Joon;Moon, Young-Hwan;Shin, Jung-Hoon
    • Proceedings of the KIEE Conference
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    • 2007.11b
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    • pp.199-201
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    • 2007
  • This paper presents new contingency screen and ranking method using the time-domain simulation program and energy function. Since the suggested method is very simple and has fast computation time to calculate energy margin and list the contingency according to the its severity, it can be used in connection with the on-line TSA which has accurate binary search algorithm in parallel or distributed computing environment. The suggested method has been tested by appling to 3-machine and 9-bus system, and its effectiveness has been verified.

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A Model of Natural Language Information Retrieval Using Main Keywords and Sub-keywords (주 키워드와 부 키워드를 이용한 자연언어 정보 검색 모델)

  • Kang, Hyun-Kyu;Park, Se-Young
    • The Transactions of the Korea Information Processing Society
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    • v.4 no.12
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    • pp.3052-3062
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    • 1997
  • An Information Retrieval (IR) is to retrieve relevant information that satisfies user's information needs. However a major role of IR systems is not just the generation of sets of relevant documents, but to help determine which documents are most likely to be relevant to the given requirements. Various attempts have been made in the recent past to use syntactic analysis methods for the generation of complex construction that are essential for content identification in various automatic text analysis systems. Unfortunately, it is known that methods based on syntactic understanding alone are not sufficiently powerful to Produce complete analyses of arbitrary text samples. In this paper, we present a document ranking method based on two-level ranking. The first level is used to retrieve the documents, and the second level to reorder the retrieved documents. The main keywords used in the first level can be defined as nouns and/or compound nouns that possess good document discrimination powers. The sub-keywords used in the second level can be also defined as adjectives, adverbs, and/or verbs that are not main keywords, and function words. An empirical study was conducted from a Korean encyclopedia with 23,113 entries and 161 Korean natural language queries collected by end users. 850% of the natural language queries contained sub-keywords. The two-level document ranking methods provides significant improvement in retrieval effectiveness over traditional ranking methods.

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Predicting Functional Outcomes of Patients With Stroke Using Machine Learning: A Systematic Review (머신러닝을 활용한 뇌졸중 환자의 기능적 결과 예측: 체계적 고찰)

  • Bae, Suyeong;Lee, Mi Jung;Nam, Sanghun;Hong, Ickpyo
    • Therapeutic Science for Rehabilitation
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    • v.11 no.4
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    • pp.23-39
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    • 2022
  • Objective : To summarize clinical and demographic variables and machine learning uses for predicting functional outcomes of patients with stroke. Methods : We searched PubMed, CINAHL and Web of Science to identify published articles from 2010 to 2021. The search terms were "machine learning OR data mining AND stroke AND function OR prediction OR/AND rehabilitation". Articles exclusively using brain imaging techniques, deep learning method and articles without available full text were excluded in this study. Results : Nine articles were selected for this study. Support vector machines (19.05%) and random forests (19.05%) were two most frequently used machine learning models. Five articles (55.56%) demonstrated that the impact of patient initial and/or discharge assessment scores such as modified ranking scale (mRS) or functional independence measure (FIM) on stroke patients' functional outcomes was higher than their clinical characteristics. Conclusions : This study showed that patient initial and/or discharge assessment scores such as mRS or FIM could influence their functional outcomes more than their clinical characteristics. Evaluating and reviewing initial and or discharge functional outcomes of patients with stroke might be required to develop the optimal therapeutic interventions to enhance functional outcomes of patients with stroke.

Analysis of Prescriptions from Taepyeonghyeminhwajegukbang, Somunsunmyungronbang and Nansilbijang based on Herb weight ratio grade (본초 비율의 순위를 이용한 문헌의 특징 분석 방법 - 태평혜민화제국방(太平惠民和劑局方), 난실비장(蘭室秘藏), 소문선명론방(素問宣明論方)을 중심으로 -)

  • Kim, Ki-Wook;Kim, Thae-Yul;Lee, Byung-Wook
    • Journal of Korean Medical classics
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    • v.27 no.4
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    • pp.73-84
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    • 2014
  • Objectives : I'd like to mimic JunChenZuoShe Theory as Herb weight ratio grade. And than analyze the characteristics of the prescription based on the Herb weight ratio grade from Taepyeonghyeminhwajegukbang, Somunsunmyungronbang and Nansilbijang. Methods : At first, we have changed herb informations to Herb weight ratio. The second we have decided the ranking of herb weight ratio. The third we have entered herb weight ratio grade. Finally we have counted frequency of first grade herb from the Taepyeonghyeminhwajegukbang, Somunsunmyungronbang and Nansilbijang. Results : We could use a new search function to find prescription by herb weight ratio grade. And than we could find out prescription efficacy rate of the ancient documents. Conclusions : We have entered herb weight ratio grade values by herb weight ratio ranking of top 10%, 30%, 60%. So we could find out that buqi(補氣) efficacy is used most often in the Taepyeonghyeminhwajegukbang, Somunsunmyungronbang and Nansilbijang. In the rate of qingrezaoshi(淸熱燥濕) efficacy, fasanfengre(發散風熱) efficacy, fasanfenghan(發散風寒) efficacy, Nansilbijang is higher than Taepyeonghyeminhwajegukbang. In the rate of qingrezaoshi(淸熱燥濕) efficacy, gongxia(攻下) efficacy, Somunsunmyungronbang is higher than Taepyeonghyeminhwajegukbang.

Study of Medical Devices in Traditional Korean Medical Clinics (한방의료기관 의료기기 보유 현황에 대한 조사 연구)

  • Bak, Yo-Han;Huang, Dae-Sun;Kwon, Jin-Wan;Shin, Hyeun-Kyoo
    • The Journal of Korean Medicine
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    • v.32 no.2
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    • pp.79-91
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    • 2011
  • Objectives: The purpose was to study the market of traditional Korean medical devices and survey, list and number medical devices in traditional Korean medical clinics. Methods: we researched in three ways. 1. We investigated the list of devices regarded as traditional Korean medical devices in 'Report on production, export, and import of medical devices.' 2. We investigated the statistics of medical devices equipped in traditional Korean medical clinics through the website of the Health Insurance Review & Assessment Service. 3. We surveyed medical devices in traditional Korean medical clinics by mail. Results: 1. We could not directly investigate the market for traditional Korean medical devices because they were not categorized as such ('traditional Korean medical devices'). 2. The number of medical devices in traditional Korean medical clinics has increased alongside the increase of traditional Korean medical clinics. 3. Traditional Korean medical clinics hold over 64,962 medical devices and have below 50 percent of traditional Korean medical diagnosis devices. 4. Meridian function testing machines, pulse diagnosis devices, and yangdorak showed ranking of equipment-ratio equal to ranking of insurance fees. Conclusions: Traditional Korean medical device regulations should be enacted following definitive and concrete Korean traditional medical concepts by the Korean traditional medical society.

A Novel Measure for Retrieval Efficiency of Image Database Retrieval System (영상 데이터베이스 검색 시스템의 검색효율 평가를 위한 새로운 평가척도)

  • 서창덕;김회율
    • Journal of Broadcast Engineering
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    • v.5 no.1
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    • pp.68-81
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    • 2000
  • This paper proposes a single metric to measure and evaluate the retrieval effectiveness of image database retrieval system that requires an ordered ranking. There are four conditions to be a good ranking system. First, the number of relevant images among the retrieved should be as large as possible. Secondly, the number of irrelevant images should be smaller. Third, the average rank of relevant images should be higher. Last, the relevant images should be clustered close together. The conventional evaluation measures only reflect a part of the conditions listed above, and the evaluated results are coarse or inaccurate. The proposed NDS, however, resolves all those problems. In order to prove the efficiency of the NDS, we generate patterns of ${\_nC_r(_10C_5=252, _20C_9=167,960)}$ to evaluate and compare with other measures. The patterns were generated automatically by a recursive function call on the assumption the 'r' relevant images are retrieved within the range of 'n'.

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Middle and Elderly Women's Formal Knitwear Design Attributes Based on the Quality Function Deployment Theory (품질 기능 전개(QFD) 이론을 적용한 중.노년층 여성 니트 정장 디자인 속성)

  • Park, Jae-Ok;Lee, Yoon-Mee
    • The Research Journal of the Costume Culture
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    • v.17 no.3
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    • pp.484-498
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    • 2009
  • The purpose of this study is to explore the applicability of QFD to product development of clothes by empirically applying it to development of a specific clothes, middle and elderly women’s formal knitwear. The voices of customers(VOCs) for formal knitwear was collected through in-depth interviews with 25 customers, shop masters, and designers. Also, questionnaires of which respondents were 230 customers were used to rank the importance of the items of VOC. A QFD team of 10 knitwear experts implemented the task of translating VOCs into design attributes and measuring the values of the relationships between VOCs and design attributes. Importance ranking of the items of design attributes was obtained based on Lyman's method. The results of this study were as follows. First, the customer requirements for formal knitwear were classified into five dimensions, that is, symbolism, aesthetic, fitness, usefulness, and maintenance. Second, the descending order of the necessity of improving the quality was maintenance, aesthetic, fitness, usefulness, and symbolism. Third, three-staged design attributes were obtained as a result of translating of VOCs into design attributes. Lastly, the descending order of the importance of design attributes was "sorts of yarn", "sorts of color jacquard", "color", "tone", "ease", etc.

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A Study on The Available Transfer Capability(ATC) with Transient Stability Constraints (과도 안정도를 고려한 가용송전용량(ATC) 계산에 관한 연구)

  • Kim, Yang-Il;Jeong, Sung-Won;Gim, Jae-Hyeon
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.58 no.3
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    • pp.437-443
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    • 2009
  • In recent years, electric power systems have been experiencing a rapid change due to the increasing electricity market. For the effective use of power system under the deregulated environment, it is important to make a fast and accurate calculation of the maximum available transfer capability (ATC) from a supply point to a demand point. In this paper, the purpose of this research is to calculate ATC fast and accurately for securing the stability of system and raising the efficiency as a result of anticipating transmission congestion according to transmission open access progressed in the future under the regulated environment of electricity market. In this paper, a study utilized a relation of the potential energy and energy function by which calculated CCT and then utilized a relation of PEBS for transient stability ATC calculation. In this paper, ATC was calculated as RPF and Energy Function method and calculation results of each method was compared. Contingence ranking method decided the weak bus by the Eigenvalues of Jacobian matrix and overloading branches by PI-index. As a result, a study proved the fast and accurate ATC calculation method considering transient stability suggested in this paper. Through the case study using New England 39 bus system, it is confirmed that the proposed method can be used for real time operation and the planning of electric market.

Spatial Distributions of the Ambient Levels of Air Pollutants in Seoul Metropolitan Area (대기오염도의 공간적 분포 변화 분석 -수도권 지역을 대상으로-)

  • Kwon, Oh Sang;An, Donghwan;Kim, Wonhee
    • Environmental and Resource Economics Review
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    • v.13 no.1
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    • pp.83-117
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    • 2004
  • This study investigates the spatial distributions of the ambient levels of air pollutants ($SO_2$, $NO_2$, $O_3$, CO, and PM) in Seoul metropolitan area using the data obtained by the air pollution observation stations. This study estimated a non-parametric kernel density function and two types of inequality indices, Gini and Entropy. Our estimation results show that the degree of inequality in spatial distribution of air pollution, in general, tends to be stable or slightly decreasing for the period of 1990~2001. In addition, we found that there are significant dynamics of air pollution levels in terms of spatial ranking.

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The Role of Negative Binomial Sampling In Determining the Distribution of Minimum Chi-Square

  • Hamdy H.I.;Bentil Daniel E.;Son M.S.
    • International Journal of Contents
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    • v.3 no.1
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    • pp.1-8
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    • 2007
  • The distributions of the minimum correlated F-variable arises in many applied statistical problems including simultaneous analysis of variance (SANOVA), equality of variance, selection and ranking populations, and reliability analysis. In this paper, negative binomial sampling technique is employed to derive the distributions of the minimum of chi-square variables and hence the distributions of the minimum correlated F-variables. The work presented in this paper is divided in two parts. The first part is devoted to develop some combinatorial identities arised from the negative binomial sampling. These identities are constructed and justified to serve important purpose, when we deal with these distributions or their characteristics. Other important results including cumulants and moments of these distributions are also given in somewhat simple forms. Second, the distributions of minimum, chisquare variable and hence the distribution of the minimum correlated F-variables are then derived within the negative binomial sampling framework. Although, multinomial theory applied to order statistics and standard transformation techniques can be used to derive these distributions, the negative binomial sampling approach provides more information regarding the nature of the relationship between the sampling vehicle and the probability distributions of these functions of chi-square variables. We also provide an algorithm to compute the percentage points of the distributions. The computation methods we adopted are exact and no interpolations are involved.