• 제목/요약/키워드: data qualify

검색결과 253건 처리시간 0.022초

Software Reliability Assessment with Fuzzy Least Squares Support Vector Machine Regression

  • Hwang, Chang-Ha;Hong, Dug-Hun;Kim, Jang-Han
    • 한국지능시스템학회논문지
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    • 제13권4호
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    • pp.486-490
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    • 2003
  • Software qualify models can predict the risk of faults in the software early enough for cost-effective prevention of problems. This paper introduces a least squares support vector machine (LS-SVM) as a fuzzy regression method for predicting fault ranges in the software under development. This LS-SVM deals with the fuzzy data with crisp inputs and fuzzy output. Predicting the exact number of bugs in software is often not necessary. This LS-SVM can predict the interval that the number of faults of the program at each session falls into with a certain possibility. A case study on software reliability problem is used to illustrate the usefulness of this LS -SVM.

도시 환경음의 음질 평가 (Evaluation of Sound Quality for Urban Environmental Sound)

  • 박현구;신용규;김항;송민정;김선우
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2005년도 춘계학술대회논문집
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    • pp.529-534
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    • 2005
  • This study performed an physical analysis on the characteristics of urban environmental sound divided into three parts depending on their features. Object sounds were classified into traffic sound, waster sound and spatial sound. Traffice sound was selected because it is dominant sound in urban environment, and water sound is selected because it generally supplies pleasantness in contrast to traffic sound, Finally spatial sound was considered because it represents sound in various places of city having lots of behaviors and types of sound due to them. Physcal analysis was carried out using sound quality indices based on Zwicker's loudness, $L_{Aeq}$(equivalent noise level), Ln(percentile noise level) and other acoutical attributes applied to previous study. Through the analysis, this study aims to compare the acoustical characteristics of urban environmental sound and to provide fundamental data for the evaluation of urban environmental sound.

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항공사 서비스 품질 측정방법의 비교 연구 (A Comparative Study of Measuring Air Liners′ Service Quality)

  • 장대성
    • 품질경영학회지
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    • 제31권4호
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    • pp.36-54
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    • 2003
  • There have been academic debates upon which measure is more desirable in measuring service qualify between SERVQUAL and SERVPERF. In addition, Korean air lines industry is rapidly growing due to the increase of Koren family income and globalization. This study tried to contribute to both academic and practical issues. This study compared SERVQUAL and SERVPERF measures to determine which is superior to measure service quality in Korean air lines industry. Data was collected from two airliners' customers of Korea. According to the results of confirmatory factor analyses, regression analyses and analyses of goodness of fit, SERVPERF appears to be better in measuring service quality in Korean air lines industry than SERVQUAL. We suggest that SERVPERF be used to measure service quality in Korean air lines industry.

부순모래를 활용한 모르타르의 기초물성에 관한 실험적 연구 (An Experimental Study on the Physical Properties of Mortar Using Crashed Sand)

  • 박종호;문형재;나철성;최세진;이성연;김무한
    • 한국건축시공학회:학술대회논문집
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    • 한국건축시공학회 2005년도 춘계 학술기술논문발표대회 논문집
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    • pp.73-76
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    • 2005
  • Recently, Trouble of sand supply is occurred according to exhaustion of natural sand resources. therefore, various measures are proposed for solution of trouble of sand supply and crushed sand among measures is used as one of most universal measures. but crushed sand which have poor particle shape and plenty of makes micro particle the qualify of concrete deteriorated. Therefore, this study evaluated physical properties of mortar using crushed sand and applied evaluation result to fundamental data The result of this study have shown that quality of mortar using crushed sand independently is poor against general mortar. but, mortar flow and compressive strength is increased in case of using crushed sand according to mixing ratio properly.

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폐 PET병을 재활용한 인공경량골재의 품질 및 모르타르의 특성 (The Quality of artificial lightweight aggregates using waste PET bottles and Properties of their mortar)

  • 최연왕;임학상;정지승;최욱;황윤태
    • 한국콘크리트학회:학술대회논문집
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    • 한국콘크리트학회 2002년도 봄 학술발표회 논문집
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    • pp.631-636
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    • 2002
  • This study shows basic data for using as the structural lightweight aggregate. This will be the procedural method of recycling environmental close waste PET bottle lightweight aggregate(PBLA) that is rapidly increased the amount of production of waste PET bottle recently, the quality of developed PBLA and the fundamental properties by analyzing of mortar containing with PBLA. After experiment, the result shows the PBLA quality that have oven dry specific gravity of 1.39, unit volume weight of 844 kg/m$^3$ and absorption rate of 0% is satisfied with qualify regulation of lightweight aggregate. The flowability of mortar containing PBLA is increased maximum 16% with increasing mixing ratio of PBLA, however the compressive strength of mortar is decreased maximum 35% with increasing mixing ratio of PBLA.

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LAN을 이용한 분산전원 연계 계통의 보호 (LAN-Based Protective Relaying for Interconnect Protection of Dispersed Generators)

  • 정태영;백영식
    • 전기학회논문지
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    • 제56권3호
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    • pp.491-497
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    • 2007
  • As dispersed generators was driven in condition interconnecting with utility, it could cause a variety of new effects to the original distribution system that was running as considered only the one-way power flow. Therefore, the protection devices that is builted in distribution system should be designed to be able to operate with disposing of not only a fault of the generator, but also utility condition. Especially, the fault of the feeder interconnected with Dispersed Generator can cause the islanding phenomenon of open DG(Dispersed Generators). This phenomenon has many problems such as a machinery damage, electricity qualify degradation and a difficulty of the system recovery. In the fault therefore, we must separate Dispersed Generator from the system quickly. In this paper, for the fault classification of the interconnected DG and the outside feeder we judge the fault of the interconnected DG and the outside feeder in HMI through data provided by IED(Intelligent Electronic Device) on the network and decide whether it operates or not by sending the result to each relay.

EMTP를 이용한 제주계통의 여자돌입전류 모델링 (Modeling of Transformer Inrush Current on Jeju Power System using EMTP)

  • 서훈철;여상민;김철환;유영식;조범섭
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2007년도 추계학술대회 논문집 전력기술부문
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    • pp.95-97
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    • 2007
  • Transformer inrush current can cause the voltage drop by source impedance. The accurate modeling and analysis for inrush current is first step to limit the inrush current and improve the power qualify. This paper presents the modeling of transformer inrush current by EMTP-RV using Jeju power system, Korea. The method to model the hysteresis curve of transformer in EMTP-RV is discussed. Simulations demonstrate the verification of modeling of inrush current by comparing the data recorded in field with simulation values and analyzing the harmonics of inrush current.

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불완전 채널 환경에서 가변 전송율을 갖는 초광대역 전송시스템의 성능개선에 관한 연구 (A Study on the Performance Improvement of UWB System with Variable Bit-Rate in Imperfect Channel Environment)

  • 이양선;강희조
    • 한국정보통신학회논문지
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    • 제9권7호
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    • pp.1473-1478
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    • 2005
  • 본 논문에서는 가면 전송율을 갖는 UWB 통신 시스템을 제안하고 다수의 무선 기기가 유동적으로 이동하는 피코넷 환경에서 다중접속 간섭 및 전송율에 따른 시스템 성능을 분석하였다. 또한, 전송 품질을 향상시키기 위하여 Truncated Type-II Hyabrid ARQ 기법을 적용하여 불완전 채널 환경에서의 시스템 성능을 평가하였다.

온라인 증권거래 고객의 충성도 (Loyalty of On-line Stock Trading Customers)

  • 이민화
    • 한국정보시스템학회지:정보시스템연구
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    • 제14권2호
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    • pp.155-172
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    • 2005
  • Securities companies which faced with severe competition should not only attract new customers but also retain their on-line customers. This study examines the factors affecting loyalty of on-line stock trading customers. The research model based on the previous studies was established and the research hypotheses were generated. The test results based on the data gathered from 87 users of on-line stock trading services show that user satisfaction, learning cost, transaction fees, and reputation influence customer loyalty. User satisfaction, learning cost and reputation are positively related to customer loyalty, whereas transaction fee is negatively related to customer loyalty. The results also support that information quality and system quality are positively related to user satisfaction. The hypothesis that transaction fee is related to user satisfaction is not supported. There is no significant information to say that security risk is related to user satisfaction. It is considered that the study results may help managers to increase customer retention.

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Collaborative filtering based Context Information for Real-time Recommendation Service in Ubiquitous Computing

  • Lee Se-ll;Lee Sang-Yong
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • 제6권2호
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    • pp.110-115
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    • 2006
  • In pure P2P environment, it is possible to provide service by using a little real-time information without using accumulated information. But in case of using only a little information that was locally collected, quality of recommendation service can be fallen-off. Therefore, it is necessary to study a method to improve qualify of recommendation service by using users' context information. But because a great volume of users' context information can be recognized in a moment, there can be a scalability problem and there are limitations in supporting differentiated services according to fields and items. In this paper, we solved the scalability problem by clustering context information per each service field and classifying it per each user, using SOM. In addition, we could recommend proper services for users by quantifying the context information of the users belonging to the similar classification to the service requester among classified data and then using collaborative filtering.