• Title/Summary/Keyword: FDR

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Detection of Pathological Voice Using Linear Discriminant Analysis

  • Lee, Ji-Yeoun;Jeong, Sang-Bae;Choi, Hong-Shik;Hahn, Min-Soo
    • MALSORI
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    • no.64
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    • pp.77-88
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    • 2007
  • Nowadays, mel-frequency cesptral coefficients (MFCCs) and Gaussian mixture models (GMMs) are used for the pathological voice detection. This paper suggests a method to improve the performance of the pathological/normal voice classification based on the MFCC-based GMM. We analyze the characteristics of the mel frequency-based filterbank energies using the fisher discriminant ratio (FDR). And the feature vectors through the linear discriminant analysis (LDA) transformation of the filterbank energies (FBE) and the MFCCs are implemented. An accuracy is measured by the GMM classifier. This paper shows that the FBE LDA-based GMM is a sufficiently distinct method for the pathological/normal voice classification, with a 96.6% classification performance rate. The proposed method shows better performance than the MFCC-based GMM with noticeable improvement of 54.05% in terms of error reduction.

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Soil Moisture Monitoring in Conifer Forest (침엽수 산림에서의 토양수분 모니터링)

  • Hong, Eun-Mi;Choi, Jin-Yong;Yoo, Seung-Hwan;Nam, Won-Ho
    • Proceedings of the Korea Water Resources Association Conference
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    • 2009.05a
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    • pp.635-640
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    • 2009
  • 본 연구에서는 침엽수 산림에서 토양수분 변화를 모니터링하고 이를 분석하기 위하여 서울대학교 농업생명과학대학 태화산 학술림의 잣나무 조림지에 FDR (Frequency Domain Reflection) 토양수분측정장치와 지온센서 등을 설치하였다. 이와 같이 설치한 센서를 이용하여 2008년 4월부터 9월까지 토양수분 자료를 수집하였으며, 경기도 광주시 모현면의 AWS의 기상자료를 이용하여 증발산량, 강우량과 토양수분의 연관성을 분석하였다. 토양수분 모니터링 자료를 활용하여 산림에서의 깊이별, 계절별 토양수분 소비 패턴을 분석하였으며, 토양수분 모니터링 자료 및 강수량 자료를 이용하여 물수지법에 의한 증발산량을 산정하여 제시하였다.

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HALO : An Efficient Global Placement Strategy for Standard Cells (HALO : 효율적 표준셀 배치 알고리듬)

  • 양영일;경종민
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.26 no.10
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    • pp.1598-1605
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    • 1989
  • This paper describes an efficient global cell (module) placement strategy called HALO (Hierarchical Alternating Linear Ordering)which generates global 2-D placement of circuit modules by hierarchical application of linear ordering in alternating direction. We tried, in principle, to explain why HALO should perform better than other typical, somehat successful, analytical approaches such as min-cut, force-directed relaxation(FDR)or its likes. We have implemented HALO as a program for standard cell placement. Experimental results on two benchmark circuits, primary and primary 2 consisting of 752 and 2907 cells, respectively have shown a decrease of half-perimeter routing length by 7% and 24%, respectively compared to the best available results obtained so far. Total CPU time including the following detailed placement was less than half of the earlier work.

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Classification of pathological and normal voice based on dimension reduction of feature vectors (피처벡터 축소방법에 기반한 장애음성 분류)

  • Lee, Ji-Yeoun;Jeong, Sang-Bae;Choi, Hong-Shik;Hahn, Min-Soo
    • Proceedings of the KSPS conference
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    • 2007.05a
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    • pp.123-126
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    • 2007
  • This paper suggests a method to improve the performance of the pathological/normal voice classification. The effectiveness of the mel frequency-based filter bank energies using the fisher discriminant ratio (FDR) is analyzed. And mel frequency cepstrum coefficients (MFCCs) and the feature vectors through the linear discriminant analysis (LDA) transformation of the filter bank energies (FBE) are implemented. This paper shows that the FBE LDA-based GMM is more distinct method for the pathological/normal voice classification than the MFCC-based GMM.

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Measurement and Simulation of Wide-area Frequency in US Eastern Interconnected Power System

  • Kook, Kyung Soo;Liu, Yilu
    • Journal of Electrical Engineering and Technology
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    • v.8 no.3
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    • pp.472-477
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    • 2013
  • An internet-based, real-time GPS synchronized wide-area power system frequency monitoring network(FNET) has been monitoring wide-area power system frequency in continuous time in the United States. This paper analyzes the FNET measurement to the verified disturbances in the US eastern interconnected power system and simulates it using the dynamic system model. By comparing the frequency measurements with its simulation results to the same disturbances in detail, this paper finds that the sequence of monitoring points to detect the frequency fluctuation caused by the disturbances is matched well in the measured data and the simulation results. The similarity comparison index is also proposed to quantify the similarity of the compared cases. The dynamic model based simulation result is expected to compensate for the lack of FNET measurement in its applications.

A Method for Protein Identification Based on MS/MS using Probabilistic Graphical Models (확률그래프모델을 이용한 MS/MS 기반 단백질 동정 기법)

  • Li, Hong-Lan;Hwang, Kyu-Baek
    • Proceedings of the Korean Information Science Society Conference
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    • 2012.06b
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    • pp.426-428
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    • 2012
  • In order to identify proteins that are present in biological samples, these samples are separated and analyzed under the sequential procedure as follows: protein purification and digestion, peptide fragmentation by tandem mass spectrometry (MS/MS) which breaks peptides into fragments, peptide identification, and protein identification. One of the widely used methods for protein identification is based on probabilistic approaches such as ProteinProphet and BaysPro. However, they do not consider the difference in peptide identification probabilities according to their length. Here, we propose a probabilistic graphical model-based approach to protein identification from MS/MS data considering peptide identification probabilities, number of sibling peptides, and peptide length. We compared our approach with ProteinProphet using a yeast MS/MS dataset. As a result, our model identified 27 more proteins than ProteinProphet at 1% of FDR (false discovery rate), confirming the importance of peptide length information in protein identification.

The analysis of flight data of aircraft with carry diversion into execution in -flight (비행 중 회항 시도 항공기의 비행자료 분석)

  • Lee, K.C.;Lee, J.H.;Song, B.H.;Shin, D.W.
    • Journal of the Korean Society for Aviation and Aeronautics
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    • v.11 no.1
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    • pp.67-80
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    • 2003
  • This study is performed to secure the safety of civil aviation by establishing systematic analysis ability of Flight Data Recorder. Through this study, downloading SSFDR(Solid State Flight Data Recorder) to personal computer, editing interface file, flight data numerical analysis and regulations relayed to the aircraft with carry diversion into execution are performed. In the analysis, the flight data of B747-400 model aircraft between Jeju(RKPC) and Gimpo(RKSS) was selected.

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A critical comparison of reflectometry methods for location of wiring faults

  • Furse, Cynthia;Chung, You Chung;Lo, Chet;Pendayala, Praveen
    • Smart Structures and Systems
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    • v.2 no.1
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    • pp.25-46
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    • 2006
  • Aging wiring in buildings, aircraft and transportation systems, consumer products, industrial machinery, etc. is among the most significant potential causes of catastrophic failure and maintenance cost in these structures. Smart wire health monitoring can therefore have a substantial impact on the overall health monitoring of the system. Reflectometry is commonly used for locating faults on wire and cables. This paper compares Time domain reflectometry (TDR), frequency domain reflectometry (FDR), mixed signal reflectometry (MSR), sequence time domain reflectometry (STDR), spread spectrum time domain reflectometry (SSTDR) and capacitance sensors in terms of their accuracy, convenience, cost, size, and ease of use. Advantages and limitations of each method are outlined and evaluated for several types of aircraft cables. The results in this paper can be extrapolated to other types of wire and cable systems.

Impacts of sludge retention time on membrane fouling in thermophilic MBR

  • Ince, Mahir;Topaloglu, Alikemal
    • Membrane and Water Treatment
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    • v.9 no.4
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    • pp.245-253
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    • 2018
  • The aim of this study is to investigate the membrane fouling in a thermophilic membrane bioreactor (TMBR) operated different sludge retention times (SRTs). For this purpose, TMBR was operated at four different SRTs (10, 30, 60 and 100 days). Specific cake resistance (${\alpha}$), cake resistance, gel resistance, total resistance, MFI (modified fouling index) and FDR (flux decrease ratio) were calculated for all SRTs. It was observed that flux in the membrane increases with rising SRT although the sludge concentrations in the TMBR increased. The steady state flux was found to be 31.78; 34.70; 39.60 and 43.70 LMH ($Liter/m^2/h$) for the SRTs of 10, 30, 60 and 100 days respectively. The concentrations of extracellular polymeric substance (EPS) and soluble microbial product (SMP) decreased with increasing SRT. The membrane fouling rate was higher at shorter SRT and the highest fouling rate appeared at an SRT of 10 d. Both the sludge cake layer and gel layer had contribution to the fouling resistance, but the gel layer resistance value was dominant in all SRTs.

Formal Specification and Security Analyis of CEPS(Common Electronic Purse Specification) (CEPS(Common Electronic Purse Specification)의 정형명세 및 보안성 분석)

  • Kim Il-Gon;Moon Young-Joo;Bang Ki-Seok;Kang Inhye;Choi Jin-Young
    • Proceedings of the Korean Information Science Society Conference
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    • 2005.07a
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    • pp.124-126
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    • 2005
  • 초고속 통신망 및 이동통신 단말기의 보급을 통해 전자상거래 서비스가 널리 확산되고 있으며, 이로 인해 유.무선 기반의 다양한 전자지불 시스템 및 표준들이 제안되고 있다. 그 중에서도 스마트 카드를 이용한 CESP 전자 상거래 표준이 많이 사용되고 있다. 본 논문에서는 Casper 및 FDR 도구를 사용하여, CEPS 표준 중에서 전자화폐를 이용한 물품 구입 프로토콜을 정형적으로 명세하고, 보안 취약점을 분석해 보았다.

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