• 제목/요약/키워드: Confidence

검색결과 8,956건 처리시간 0.031초

잡음 환경에서의 인식 거부 성능 향상을 위한 신뢰 척도 (Confidence Measure for Utterance Verification in Noisy Environments)

  • 박정식;오영환
    • 대한음성학회:학술대회논문집
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    • 대한음성학회 2006년도 추계학술대회 발표논문집
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    • pp.3-6
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    • 2006
  • This paper proposes a confidence measure employed for utterance verification in noisy environments. Most of conventional approaches estimate the proper threshold of confidence measure and apply the value to utterance rejection in recognition process. As such, their performance may degrade for noisy speech since the threshold can be changed in noisy environments. This paper presents further robust confidence measure based on the multi-pass confidence measure. The isolated word recognition based experimental results demonstrate that the proposed method outperforms conventional approaches as utterance verifier.

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Efficient Anomaly Detection Through Confidence Interval Estimation Based on Time Series Analysis

  • Kim, Yeong-Ju;Jeong, Min-A
    • International journal of advanced smart convergence
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    • 제4권2호
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    • pp.46-53
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    • 2015
  • This paper suggests a method of real time confidence interval estimation to detect abnormal states of sensor data. For real time confidence interval estimation, the mean square errors of the exponential smoothing method and moving average method, two of the time series analysis method, were compared, and the moving average method with less errors was applied. When the sensor data passes the bounds of the confidence interval estimation, the administrator is notified through alarms. As the suggested method is for real time anomaly detection in a ship, an Android terminal was adopted for better communication between the wireless sensor network and users. For safe navigation, an administrator can make decisions promptly and accurately upon emergency situation in a ship by referring to the anomaly detection information through real time confidence interval estimation.

Balanced Accuracy and Confidence Probability of Interval Estimates

  • Liu, Yi-Hsin;Stan Lipovetsky;Betty L. Hickman
    • International Journal of Reliability and Applications
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    • 제3권1호
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    • pp.37-50
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    • 2002
  • Simultaneous estimation of accuracy and probability corresponding to a prediction interval is considered in this study. Traditional application of confidence interval forecasting consists in evaluation of interval limits for a given significance level. The wider is this interval, the higher is probability and the lower is the forecast precision. In this paper a measure of stochastic forecast accuracy is introduced, and a procedure for balanced estimation of both the predicting accuracy and confidence probability is elaborated. Solution can be obtained in an optimizing approach. Suggested method is applied to constructing confidence intervals for parameters estimated by normal and t distributions

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Statistical Fingerprint Recognition Matching Method with an Optimal Threshold and Confidence Interval

  • Hong, C.S.;Kim, C.H.
    • 응용통계연구
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    • 제25권6호
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    • pp.1027-1036
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    • 2012
  • Among various biometrics recognition systems, statistical fingerprint recognition matching methods are considered using minutiae on fingerprints. We define similarity distance measures based on the coordinate and angle of the minutiae, and suggest a fingerprint recognition model following statistical distributions. We could obtain confidence intervals of similarity distance for the same and different persons, and optimal thresholds to minimize two kinds of error rates for distance distributions. It is found that the two confidence intervals of the same and different persons are not overlapped and that the optimal threshold locates between two confidence intervals. Hence an alternative statistical matching method can be suggested by using nonoverlapped confidence intervals and optimal thresholds obtained from the distributions of similarity distances.

보건진료 전담공무원의 심폐소생술에 대한 지식, 태도, 자신감과 수행경험 (Knowledge, attitude, confidence, and experiences of community health practitioner regarding cardiopulmonary resuscitation)

  • 황성호
    • 한국응급구조학회지
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    • 제18권1호
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    • pp.55-66
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    • 2014
  • Purpose : The purpose of the study is to investigate the knowledge, attitude, confidence, and experiences of community health practitioner(CHP) regarding cardiopulmonary resuscitation(CPR). Methods : The subjects were 333 CHP in G Province, C Province, and I Metropolitan City. A structured self-reported questionnaire was filled out by 209 participants from July 29, 2013 to September 30, 2013. Results : Confidence level toward CPR was intermediate, and knowledge and attitude level was very low. Seventeen participants performed CPR to cardiac arrest victim. Eleven patients among 25 patients had spontaneous recovery of circulation (ROSC). So the rate was very high. Conclusion : It is necessary to perform the efficient CPR in CHP. In order to improve the positive attitude and confidence in CHP, the renewal system must maintain every two years.

일반 성인들의 심폐소생술 수행 자신감에 영향을 미치는 요인 (The Effect of CPR Training on Self-Confidence Adult)

  • 박신영;김봉길
    • 한국산업융합학회 논문집
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    • 제27권4_2호
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    • pp.953-960
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    • 2024
  • The purpose of this study was to examine the factors affecting adults' confidence in performing CPR. As for the research method, a survey was conducted from August to October 2022, and 146152 subjects were. The collected data were analyzed by the SPSS 24.0 program. Factors influencing confidence in performing CPR were gender, age, education level, economic activity, smoking or not, drinking or not, subjective health status, marital status, CPR education experience, and accident addiction experience. It is hoped that this will be used as basic data for the development of related education programs to increase CPR performance and to provide a theoretical basis for the appropriate CPR education method for adults by grasping the effect of the degree of CPR education on their performance confidence.

핀테크 사용의도에 영향을 미치는 요인에 관한 연구 (A Study of the Factors Influencing on the Intention to Use Fintech)

  • 김은정;김주현;김종원
    • 한국정보시스템학회지:정보시스템연구
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    • 제26권1호
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    • pp.75-91
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    • 2017
  • Purpose Fintech has been recently drawing extensive attention all over the world as the innovative trend that will change the future of the global financial industry. However, fintech has been mostly focusing on the payment service in the embryonic stage in Korea. This paper will investigate the approach to increase the intention to use for those who do not use fintech at present. Design/methodology/approach This paper empirically analyzes the impact of innovation of users and the perceived ease-of-use and security on the intention to use through the perceived usefulness and confidence. The 255 survey responses were used to verify research hypotheses through covariate structural equation model. Findings According to the analysis results, it was found that innovation had a significant impact on the perceived usefulness, but had no significant impact on confidence. The perceived usefulness had a significant impact on perceived usefulness and confidence. Moreover, the perceived usefulness and confidence had a significant impact on the intention to use. Meanwhile, it was identified that the security perceived by those who do not use fintech had a negative impact on perceived usefulness, confidence, and intention to use related to fintech. Accordingly, fintech service providers need to determine an approach to help customers to have a positive perception on the security of fintech.

퇴원교육 프로그램이 미숙아 어머니의 모성역할 자신감, 양육스트레스에 미치는 효과 (Effect of Discharge Education Program for Mothers of Premature Infants on Maternal Role Confidence and Parenting Stress)

  • 권희경;권미경
    • Child Health Nursing Research
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    • 제13권1호
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    • pp.58-65
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    • 2007
  • Purpose: The purpose of this study was to examine the effect of a discharge education program on maternal role confidence and parenting stress of mothers who delivered premature infants. The program provided them with information on childrearing and supportive educational nursing care. Method: This study was based on pretest-posttest nonequivalent nonsynchronized quasi-experimental design. The participants in this study were 30 mothers who delivered premature infants at a general hospital in G city. The instruments used in this study were Maternity Confidence Inventory, Parenting Stress Index(PSI). Results: The first hypothesis that the mothers in the experimental group would undergo changes in maternal role confidence after the intervention was accepted, as there was a statistically significant gap between the two groups(F=9.386, P=.000). The second hypothesis that mothers in the experimental group would undergo change in parenting stress after the intervention was accepted, as there was a statistically significant gap between the two groups(F=4.425, P=.380). Conclusion: The findings suggest that the Discharge Education Program was an efficient intervention method to boost the maternal confidence of mothers with premature infants and to decrease their parenting stress.

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개방 자율실습이 간호학생의 정맥주입술기에 대한 지식, 자신감, 수행능력 및 실습만족도에 미치는 효과 (Effects of Open Laboratory Self-directed Practice on Knowledge, Self-confidence, Skill Competency, and Satisfaction of Intravenous Infusion)

  • 박규희;최순희
    • 한국간호교육학회지
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    • 제22권1호
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    • pp.63-71
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    • 2016
  • Purpose: This study was done in order to identify the effectiveness of open laboratory self-directed practice on knowledge, self-confidence, skill competency, and satisfaction of intravenous infusion in nursing students. Methods: This is a quasi-experimental study using a non-equivalent control pre-posttest design. The participants were 32 students comprising an experimental group and 30 students comprising a control group. The experimental group was allowed to perform open laboratory self-directed practice only. Pretest and posttest was performed through questionnaires of knowledge and self-confidence, and competence and satisfaction were assessed using checklists at posttest. Results: The score of Knowledge in the posttest showed no significant difference between both groups (F=1.28, p=.290), and those of self-confidence (F=3.87, p=.014) and competency (F=9.55, p<.001) of the experimental group were significantly higher than those of the control group. Conclusion: Open laboratory self-directed practice was effective in improving nursing students' self-confidence and competency of intravenous infusion. Therefore, students should be encouraged to actively participate in open laboratory self-directed practice and the effective strategies should be developed.

Tone in Text and the Effect on Trust and Choice Confidence in Online Fashion Shopping

  • Lee, Eun-Jung;Kim, Hahn
    • 한국의류학회지
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    • 제39권5호
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    • pp.703-713
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    • 2015
  • Consumers' psychological demands for e-tail shopping have increased as websites have become one of the most dominant retail outlets for various fashion products. The lack of realistic social stimuli in virtual contexts (websites) has been a major limitation for many online shoppers. Prior research has focused on the viable role of technology to improve positive social factors in e-tailing; however, this study tests the role of tone in text in fashion e-tail sites on consumers' trust and choice confidence. We conducted a self-administered online survey with 309 individuals from the U.S.. The results indicated positive effects of casual tone in text-based content of a fashion e-tail site on trust and confidence. Trust also has a significant positive effect on confidence. Both trust and confidence improved purchase intention. Given the high price of employing an avatar or simulated salesperson online, using tone in text to increase positive social effect on shoppers can be a positive alternative when managers plan e-tail strategies contributing to consumers' positive shopping experience online. Discussions and study limitations are provided.