• 제목/요약/키워드: Selection efficiency

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선형회귀에서 변수선택, 변수변환과 이상치 탐지의 동시적 수행을 위한 절차 (A procedure for simultaneous variable selection, variable transformation and outlier identification in linear regression)

  • 서한손;윤민
    • 응용통계연구
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    • 제33권1호
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    • pp.1-10
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    • 2020
  • 본 연구에서는 선형회귀모형에서 이상치와 변수변환을 고려한 변수선택 알고리즘을 다룬다. 제안된 방법은 잠재적 이상치를 탐지하여 제거한 후 변수변환 추정을 위해 최소 절사 제곱 추정법을 적용하며 가능한 모든 회귀모형을 비교하여 최종적으로 변수를 선택한다. 정확한 변수 선택과 추정된 모델의 적합도의 맥락에서 방법의 효율성을 보여주기 위해 실제 데이터 분석 및 시뮬레이션 결과가 제시된다.

상용컴포넌트 선정 프로세스 및 품질 평가 기법 (A Selection Process of COTS Component And Quality Evaluation Techniques)

  • 오기성
    • 한국IT서비스학회지
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    • 제2권1호
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    • pp.123-133
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    • 2003
  • Because of rapid evolution of software technique, numerous software professionals have been concerned with component based development methodologies. However, it is hard to find out a systematic technique for the selection of COTS (Commercial Off The Shelf) component in consumer position. Up to date, the major of component quality evaluation is object-oriented metric based evaluation methodology. But this paper present four step process and evaluation criteria based on MCDM (Multiple Criteria Decision Making) technique for optimal COTS component selection in consumer position. Weconsidered funtionality, efficiency, usability based on ISO/IEC 9126 for quality measurement and executed practical analysis about commercial EJB component in internet. This paper show that the proposed selection technique is applicable to optimal COTS component selection.

Energy Efficient and Secure Multipoint Relay Selection in Mobile Ad hoc Networks

  • Anand, Anjali;Rani, Rinkle;Aggarwal, Himanshu
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제10권4호
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    • pp.1571-1589
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    • 2016
  • Nodes in MANETs are battery powered which makes energy an invaluable resource. In OLSR, MPRs are special nodes that are selected by other nodes to relay their data/control traffic which may lead to high energy consumption of MPR nodes. Therefore, employing energy efficient MPR selection mechanism is imperative to ensure prolonged network lifetime. However, misbehaving MPR nodes tend to preserve their energy by dropping packets of other nodes instead of forwarding them. This leads to huge energy loss and performance degradation of existing energy efficient MPR selection schemes. This paper proposes an energy efficient secure MPR selection (ES-MPR) technique that takes into account both energy and security metrics for MPR selection. It introduces the concept of 'Composite Eligibility Index' (CEI) to examine the eligibility of a node for being selected as an MPR. CEI is used in conjunction with willingness to provide distinct selection parameters for Flooding and Routing MPRs. Simulation studies reveal the efficiency of ES-MPR in selection of energy efficient secure and stable MPRs, in turn, prolonging the network operational lifetime.

물류단지 입지선정요인에 관한 연구 (A Study on the logistics complex site selection factor)

  • 백선우;강경식
    • 대한안전경영과학회지
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    • 제17권4호
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    • pp.287-295
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    • 2015
  • modern logistics are required to carry out functions such as timely adjustment and swift adaptation to changing patterns, and this leads to the emphasis on forming logistics parks. Logistics parks make profits using the efficiency of time and space. Such logistics parks play an important role in a corporation creating operating profits as well as acting as a method of alternative investment for individuals. Logistics parks no longer simply store materials, but have become a place that plays an important role in various areas of corporate and individual activities, and thus the analysis of the selection of the location of logistics parks and the related characteristics is extremely important. There are many existing studies on the selection of locations of logistics parks but work on the factors related to location selection by industry seem lacking. As such, in the course of this study we have used preceeding studies to draft a questionnaire on which selection factors affect the selection of logistics park location in different industries and conducted empirical analysis of the questionnaire results to uncover the factors that affect the selection of the locations of logistics parks in different industries.

A study on the Differences in the Accommodation Applications Selection Attributes by Lifestyles

  • Kim, Kyu-dong;Jeon, Se-hoon;Kim, Jeong-lae
    • International Journal of Advanced Culture Technology
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    • 제8권4호
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    • pp.212-219
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    • 2020
  • We conducted this study to identify the accommodation applications users' lifestyle types and the composition factors for consumers' accommodation applications selection attributes and to identify the difference in the selection attributes perception of accommodation applications between groups classified by user's lifestyle types. According to the study, 6 factors were derived as the accommodation applications users' lifestyle types and were named social/leisure-oriented type, fashion-seeking type, culture-seeking type, self-examining type, self-centered type, family-oriented type. Also 6 factors were derived as the accommodation applications selection attributes and were named convenience, interactivity, economic efficiency, transaction reliability, product reliability and informativeness. Valid clusters were divided into four groups and were named culture/tourism group, self-examining group, passive and cautious group and Social and practicality-seeking group. Most of the selection attributes perception of accommodation applications between groups had statistically significant differences(p<.05), except for some items of transaction reliability. Based on the results of this study, we should strive to establish effective marketing strategies that reflect differences in the selection attributes perception of the accommodation application between groups classified by users' lifestyle types.

Efficiency of Different Selection Indices for Desired Gain in Reproduction and Production Traits in Hariana Cattle

  • Kaushik, Ravinder;Khanna, A.S.
    • Asian-Australasian Journal of Animal Sciences
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    • 제16권6호
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    • pp.789-793
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    • 2003
  • An investigation was conducted on 729 Hariana cows maintained at Government Livestock Farm, Hisar, from 1973 to 1999, with an objective to compare the efficiency of various selection indices for attaining desired genetic gains in the index traits. The various traits included were age at first calving (AFC), service period (SP), calving interval (CI), days to first service (DFS), number of services per conception (NSPC), lactation milk yield (LY), peak yield (PY), dry period (DP). Except for LY, PY and AFC the heritabilities of all other traits were low. Desirable associations among reproductive traits are supportive of the fact that any one of these traits incorporated in simultaneous selection is expected to cause correlated response in other traits. Production traits (LY and PY) were positively correlated, while DP had low negative genetic correlation with LY, and high genetic correlation with PY. Thus, DP can be taken as additional criteria in selection index for better over all improvement. Almost all production traits except DP had low negative correlation with AFC, SP, DFS and CI meaning that reduction in reproduction traits up to certain level may increase production performance. While, the correlation of NSPC with LY and PY was moderate positive. Among four trait indices I23: incorporating PY, AFC, SP and NSPC and among three trait indices I1: incorporating LY, AFC and SP were the best as these required least number of generations (4.87 and 1.35, respectively) to attain desired goals. Next in order of preference were PY or LY along with DP and SP as the best indices (I20 and I16) of which, index with PY may be preferred instead of LY as it produced considerably high correlated response in LY and reduction in NSPC as well.

노후 공동주택 리모델링의 경제성을 고려한 친환경 실내 마감재료 선정 방안 (Selection Method of Eco-friendly Finishing Materials Considering Cost Efficiency for the Aged Housing Remodeling Projects)

  • 김기현;김경래;황영규
    • 한국건설관리학회논문집
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    • 제9권4호
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    • pp.84-91
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    • 2008
  • 최근 주택성능등급표시제, 친환경건축물인증제도 등 실내공기질에 관련한 제도가 생겨나고 공동주택 거주자 또한 실내공기 질에 대한 인식을 새롭게 하고 있다. 이러한 시대적 흐름에 발맞추어 최근 신축되거나 리모델링 되는 공동주택에는 친환경 실내마감재료가 적용되고 있다. 하지만, 친환경 실내 마감재료는 일반재료에 비해 그 가격이 고가이며, 분양가 상승을 야기한다. 또한 친환경 마감재료 적용으로 인한 분양가 상승은 거주자로 하여금 경제적 부담을 가중시키게 된다. 따라서 실내 마감공법 별로 적용되는 모든 주재료 및 부 재료에 대해서 친환경성과 경제성을 복합적으로 고려할 필요가 있다. 본 논문에서는 노후 공동주택 리모델링 마감공사 시 환경적인 요인, 경제적인 요인을 복합적으로 고려하여 효율적인 실내 마감재료를 선정하는 방안을 제안하고자 한다.

노후 공동주택 리모델링의 경제성을 고려한 친환경 실내 마감재료 선정방안 (Selection Method of Eco-friendly Finishing Materials Considering Cost Efficiency for the Aged Housing Remodeling Projects)

  • 김기현;김경래;한주연
    • 한국건설관리학회:학술대회논문집
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    • 한국건설관리학회 2007년도 정기학술발표대회 논문집
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    • pp.953-956
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    • 2007
  • 최근 주택성능등급표시제, 친환경건축물인증제도 등 실내공기질에 관련한 제도가 생겨나고 공동주택 거주자 또한 실내공기질에 대한 인식을 새롭게 하고 있다. 또한, 최근의 공동주택의 실내 마감재료에 친환경 소재가 적용되고 있으나 그 가격이 고가이므로 거주자로 하여금 경제적 부담을 가중시키게 된다. 따라서 실내 마감공법 별로 적용되는 모든 주재료 및 부재료에 대해서 친환경성과 경제성을 복합적으로 고려할 필요가 있다. 본 논문에서는 노후 공동주택 리모델링 마감공사 시 환경적인 요인, 경제적인 요인을 복합적으로 고려하여 효율적인 실내 마감재료를 선정하는 방안을 제안하고자 한다.

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