• 제목/요약/키워드: change point

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통계적 기법을 이용한 화자변화 검출 실험 (A Speaker Change Detection Experiment that Uses a Statistical Method)

  • 이경록;김진영
    • 음성과학
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    • 제8권4호
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    • pp.59-72
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    • 2001
  • In this paper, we experimented with speaker change detection that uses a statistical method for NOD (News On Demand) service. A specified speaker's change can find out content of each data in speech if analysed because it means change of data contents in news data. Speaker change detection acts as preprocessor that divide input speech by speaker. This is an important preprocessor phase for speaker tracking. We detected speaker change using GLR(generalized likelihood ratio) distance base division and BIC (Bayesian information criterion) base division among matrix method. An experiment verified speaker change point using BIC base division after divide by speaker unit using GLR distance base method first. In the experimental result, FAR (False Alarm Rate) was 63.29 in high noise environment and FAR was 54.28 in low noise environment in MDR (Missed Detection Rate) 15% neighborhood.

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U-Health에서 이벤트 상태 변화를 고려한 시간 마이닝 기법 개발 (The Development of Temporal Mining Technique Considering the Event Change of State in U-Health)

  • 김재인;김대인;황부현
    • 정보처리학회논문지D
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    • 제18D권4호
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    • pp.215-224
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    • 2011
  • U-Health는 다양한 종류의 센서로 환자 정보를 수집하며, 스트림 데이터는 시작 시점과 종료 시점을 갖는 인터벌 이벤트로 요약 가능하다. 그러나 대부분의 시간 데이터 마이닝 기법들은 이벤트 발생 시점만을 고려하며 스트림 데이터의 상태 변화는 간과하는 문제가 있다. 이 논문은 U-Health에서 이벤트 상태 변화를 고려한 시간 마이닝 기법을 제안한다. 제안 방법은 U-Health에서 관심이 있는 이벤트만을 센서에서 서버로 전송함으로써 환경의 제약 사항들을 극복하고 스트림 데이터에 대한 네 가지 이벤트 상태를 정의하여 상태 변화를 고려한 시간 마이닝을 수행한다. 최종적으로, 제안 방법은 이벤트들 사이에 존재하는 인과 관계를 시간 관계 시퀀스로 기술하여 탐사 규칙의 모호함을 제거한다.

경사밭 고랑 식생 및 PAM (Polyacrylamide) 멀칭에 따른 영농기 비점오염 저감효과 분석 (Reduction Efficiency Analysis of Furrow Vegetation and PAM (Polyacrylamide) Mulching for Non-Point Source Pollution Load from Sloped Upland During Farming Season)

  • 엽소진;김민경;안난희;최순군
    • 한국농공학회논문집
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    • 제65권4호
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    • pp.1-10
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    • 2023
  • As a result of climate change, non-point source pollution (NPS) from farmland with the steep slope during the rainy season is expected to have a significant impact on the water system. This study aimed to evaluate the effect of furrow mulching using alfalfa and PAM (Polyacrylamide) materials for each rainfall event, while considering the load characteristics of NPS. The study was conducted in Wanju-gun, Jeollabuk-do, in 2022, with a testbed that had a slope of 13%, sandy loam soil, and maize crops. The testbed was composed of four plots: bare soil (Bare), No mulching (Cont.), Vegetation mulching (VM), and PAM mulching (PM). Runoff was collected from each rainfall event using a 1/40 sampler and the NPS load was calculated by measuring the concentrations of SS, T-N, T-P, and TOC. During farming season, the reduction efficiency of NPS load was 37.1~59.5% for VM and 38.2~75.7% for PM. The analysis found that VM had a linear regression correlation (R2=0.28~0.86, P-value=0.01~0.1) with elapsed time of application, while PM had a quadratic regression correlation (R2=0.35~0.80, P-value=0.1). These results suggest that the selection of furrow mulch materials and the appropriate application method play a crucial role in reducing non-point pollution in farmland. Therefore, further studies on the time-series reduction effect based on the application method are recommended to develop more effective preemptive reduction technologies.

삼림파괴로 인한 미기후 환경변화에 관한 관측적 연구 (An Observational Study on the Change of Micro-meteorological Environment due to Deforestation)

  • 임정섭;이부용;김해동;김학윤;황수진
    • 한국지구과학회지
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    • 제30권2호
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    • pp.185-195
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    • 2009
  • 이 연구의 목적은 삼림파괴로 유발되는 몇 가지 기상학적 요소의 변화를 관측을 통해서 조사하였다. 이 연구를 위해서 기상관측 장치를 숲이 파괴된 곳과 숲이 보존되어 있는 곳에 설치하여 1년간(2006. 12.-2007. 12) 연속 관측하였다. 이 후로 숲이 파괴된 지점을 point 1 그리고 숲이 보존되어 있는 지점을 point 2라고 지칭하기로 한다. 이 연구에서는 여름철에 강우가 있은 다음 날부터 1주일 동안 관측된 두 지역의 자료를 비교 분석하였다. 관측 자료의 분석을 통하여 야간에는 두 지역의 온도분포가 비슷하였지만, 낮에는 지점 1에서 관측된 기온이 지점 2보다 약 $1.5^{\circ}C$ 높게 나타났다는 것을 확인할 수 있었다. 하지만 야간에는 두 지점간의 차이가 작았다. 상대습도도 숲의 보존지역(지점2)에서 높게 나타났는데, 그 차이는 한낮에 10%정도에 이르렀다. 지표와 지중 15cm 깊이의 온도도 두 지역 사이에 큰 차이를 보였다. 그 차는 낮에 크고 야간에는 작았는데, 대체로 지점 1에서의 값이 $3-10^{\circ}C$ 더 높게 나타났다. 토양수분은 지점에서 7.1%, 지점 2에서 19.5%로 나타나서 지점 2에서의 토양 수분이 지점 1보다 훨씬 높았다. 두 지점에서 풍향은 주로 북서-북동풍으로 거의 차이가 없었지만, 풍속은 지점 2(0.3m/s)에서 지점 1(0.5m/s)보다 작게 관측되었다. 이러한 관측 자료를 바탕으로 두 지점 사이에 존재하는 열수지적 차이에 대해서도 분석하였다.

2015년부터 2017년까지 시행한 이압요법을 통한 남자 고등학생 금연효과 관찰 (Observation of the Effects of Auricular Acupressure on Smoking Cessation in Male High School Students from 2015 to 2017)

  • 이기향;전상우;강세영
    • 대한한방내과학회지
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    • 제40권6호
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    • pp.1202-1209
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    • 2019
  • Objectives: The purpose of this study was to confirm the effects of an auricular acupressure (AA) program for smoking cessation in high school students from 2015 to 2017. Methods: The study investigated 12 high school students who had been smokers. Subjects were treated for three years. Each program was composed of five AA treatments. Average daily smoking and adverse reactions were checked for one week before each procedure. The AA was administered weekly at the endocrine point, lung point, throat point, nasal fossae point, bronchial tube point, and mouth point. Results: The mean number of cigarettes smoked per day after each year of treatment significantly decreased from 5.33±3.58 to 3.54±2.08 in 2015 (p=0.046). However, it increased from 5.75±2.30 to 6.00±3.61 in 2017 (p=0.80). The number of cigarettes smoked before treatment was found to be higher than the number of cigarettes after treatment in the previous year. No significant results were obtained from analysis of the change in the amount of smoking within each year. Conclusion: Social influence, such as the subject's academic stress and peer relationships, may have been a major factor in the change in the amount of smoking. Although the AA did not show a strong effect in smoking cessation, it appears to have value as a supplementary means of stopping smoking.

토지피복별 비점부하량 기여율 해석을 위한 분포형 모델 개발 및 적용 (Development and Application of the Grid-Distributed Model for Contribution Rate Analysis on Non-point Source Pollution According to Landuse)

  • 안정민;정강영;김신;이혜진;신석호;양득석;신동석;나승민
    • 한국물환경학회지
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    • 제33권1호
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    • pp.78-89
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    • 2017
  • Water quality monitoring network data is being affected continuously due to non-point source pollution arising from agricultural land located on the Gwangsancheon outlet in the Nakdong River basin. In this study, we have performed analysis of water quality monitoring system, water quality pattern using SOM and water quality in the Gwangsancheon for sub-basin located at Gisan-myeon in the Nakdong River basin. We have developed and applied the model to estimate the runoff and non-point source loading. As a result of SOM pattern, the effect of non-point source pollution was the largest in the paddy fields and fields. As a result of the developed model, we found contribution rate and reduction rate for non-point source loading according to change of landuse because the reduction effect of nonpoint pollutants was 20.9% of SS, 9.9% of TN, 21.2% of TP and 8.9% of TOC depending on the landuse change.

휘도값 변화에 기초하여 가변하는 앵커점을 이용한 영상 의존 색역 사상 방법 (Image Dependent Gamut Mapping Using the Variable Anchor Point Based on the change of lightness)

  • 김신동;김경만;이채수;이철희;하영호
    • 전자공학회논문지S
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    • 제36S권1호
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    • pp.38-50
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    • 1999
  • 현재 많은 칼라 장치는 다양한 방법으로 영상을 재현한다. 그러나 장치마다 재현된 색은 장치 사이의 색역차로 인해 원래의 색과 많은 차이로 보인다. 본 논문에서는 서로 다른 장치에서 동일한 색을 재현할 때 발생하는 색의 오차를 줄이기 위해 영상 의존 색역 사상 방벙을 제안하였다. 이 방법은 색역 사상시 휘도값 변화에 의해 일어나는 휘도값 변화를 보상하면서 채도값을 클리핑한다. 색역 사상시 중심점인 앵커점을 기존의 방법보다 낮게 설정함으로써 원 영상과 재현된 영상 사이에서의 색 오차를 줄였다. 또, 사상된 영상을 색대비를 높이기 위해 프린터 색역을 밝은 영역과 어두운 영역으로 나누어 다른 사상 방법을 사용하였다. 결과적으로 모니터에 나타난 영상의 색과 비슷하고 대비가 높은 영상을 프린터로 재현할 수 있었다.

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Dynamic Simple Correspondence Analysis

  • Choi Yong-Seok;Hyun Gee Hong;Seo Myung Rok
    • Communications for Statistical Applications and Methods
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    • 제12권1호
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    • pp.199-205
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    • 2005
  • In general, simple correspondence analysis has handled mainly correspondence relations between the row and column categories but can not display the trends of their change over the time. For solving this problem, we will propose DSCA(Dynamic Simple Correspondence Analysis) of transition matrix data using supplementary categories in this study, Moreover, DSCA provides its trend of the change for the future by predicting and displaying trend toward the change from a standard point of time to the next.

전문가 델파이 방법을 이용한 농업 비점오염 저감 기술의 현장 적용성 조사 (Application Evaluation of Best Management Practices for Agricultural Non-Point Source Pollution using Delphi Survey Method)

  • 김민경;정구복;김민영;김명현;조광진;최순군;홍성창;소규호
    • 한국환경농학회지
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    • 제33권2호
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    • pp.144-147
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    • 2014
  • BACKGROUND: It is essential to prioritize the exact and clear understanding of agricultural nonpoint source pollution (NPS) controls. The realistic policies and systems should also be developed based on this understanding. Therefore, this study aimed to present agricultural Best Management Practices (BMPs) applicable for the fields based on the Delphi survey result. METHODS AND RESULTS: This study deduced the evaluation items to assess each BMP for agricultural NPS control and conducted the surveying using the Delphi method based on agricultural BMP experts. In addition, its on-the-spot application were evaluated. Considering its importance, technical, social and economic proprieties showed that political support was ranked first and followed by cost investment, labor investment, reduction effect and resident participation. The survey findings by agricultural BMP experts showed the good performance of on-the-spot application can be achieved from fertilization by soil testing, residue and green manure application and contour plowing which are applicable within a field. Agricultural BMPs, highly applicable for the fields, were the countermeasures that farmers who are the principal bodies of agricultural NPS control could be participated directly. CONCLUSION: The active participation of farmers is essential for effective control of agricultural NPS. It is necessary to establish various incentive systems.

A Bayesian time series model with multiple structural change-points for electricity data

  • Kim, Jaehee
    • Journal of the Korean Data and Information Science Society
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    • 제28권4호
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    • pp.889-898
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    • 2017
  • In this research multiple change-points estimation for South Korean electricity generation data is considered. We analyze the South Korean electricity data via deterministically trending dynamic time series model with multiple structural changes in trends in a Bayesian approach. The number of change-points and the timing are unknown. The goal is to find the best model with the appropriate number of change-points and the length of the segments. A genetic algorithm is implemented to solve this optimization problem with a variable dimension of parameters. We estimate the structural change-points for South Korean electricity generation data and Nile River flow data additionally.