• Title/Summary/Keyword: FDR

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Comparison of methods for the proportion of true null hypotheses in microarray studies

  • Kang, Joonsung
    • Communications for Statistical Applications and Methods
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    • v.27 no.1
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    • pp.141-148
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    • 2020
  • We consider estimating the proportion of true null hypotheses in multiple testing problems. A traditional multiple testing rate, family-wise error rate is too conservative and old to control type I error in multiple testing setups; however, false discovery rate (FDR) has received significant attention in many research areas such as GWAS data, FMRI data, and signal processing. Identify differentially expressed genes in microarray studies involves estimating the proportion of true null hypotheses in FDR procedures. However, we need to account for unknown dependence structures among genes in microarray data in order to estimate the proportion of true null hypothesis since the genuine dependence structure of microarray data is unknown. We compare various procedures in simulation data and real microarray data. We consider a hidden Markov model for simulated data with dependency. Cai procedure (2007) and a sliding linear model procedure (2011) have a relatively smaller bias and standard errors, being more proper for estimating the proportion of true null hypotheses in simulated data under various setups. Real data analysis shows that 5 estimation procedures among 9 procedures have almost similar values of the estimated proportion of true null hypotheses in microarray data.

Spectrum response of frequency range for the unsaturated soil by salinity concentration (주파수영역 스펙트럼 반응을 이용한 불포화토의 염분농도 측정에 관한 연구)

  • Kim, Man-Il;Jeong, Gyo-Cheol;Kim, Hyoung-Soo;Suk, Hee-Jun
    • Proceedings of the Korean Geotechical Society Conference
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    • 2005.10a
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    • pp.389-394
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    • 2005
  • In this study we carried out to evaluate the salinity concentration and volumetric water content of unsaturated soil column using frequency domain Reflectometry with vector network analyzer (FDR-V) measurement system. All of experiments were considered to the effect of temperature which ranges from l0$^{\circ}C$ to 50$^{\circ}C$ increasing the interval of l0$^{\circ}C$ controlled by the constant temperature container. From the results the responses of complex dielectric constant which consist of the real part and imaginary parts have the effect of volumetric water content and concentration of salinity at 1GHz. Use of derived equations (1) and (2) can be calculated the physical parameters such as volumetric water content and salinity concentration of unsaturated media by the responses of complex dielectric constant.

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Formal Specification and Verification for S/KEY Against Dictionary Attack (사전공격 방지를 위한 S/KEY의 정형 명세 및 검증)

  • Kim Il-Gon;Choi Jin-Young
    • Journal of KIISE:Software and Applications
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    • v.31 no.9
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    • pp.1218-1225
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    • 2004
  • S/KEY system was proposed to guard against intruder's password replay attack. But S/KEY system has vulnerability that if an attacker derive passphrase from his dictionary file, he can acquire one-time password required for user authentication. In this paper, we propose a correct S/KEY system mixed with EKE to solve the problem. Also, we specify a new S/KEY system with Casper and CSP, verify its secrecy and authentication requirements using FDR model checking tool.

Attribute-Based Data Sharing with Flexible and Direct Revocation in Cloud Computing

  • Zhang, Yinghui;Chen, Xiaofeng;Li, Jin;Li, Hui;Li, Fenghua
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.8 no.11
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    • pp.4028-4049
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    • 2014
  • Attribute-based encryption (ABE) is a promising cryptographic primitive for implementing fine-grained data sharing in cloud computing. However, before ABE can be widely deployed in practical cloud storage systems, a challenging issue with regard to attributes and user revocation has to be addressed. To our knowledge, most of the existing ABE schemes fail to support flexible and direct revocation owing to the burdensome update of attribute secret keys and all the ciphertexts. Aiming at tackling the challenge above, we formalize the notion of ciphertext-policy ABE supporting flexible and direct revocation (FDR-CP-ABE), and present a concrete construction. The proposed scheme supports direct attribute and user revocation. To achieve this goal, we introduce an auxiliary function to determine the ciphertexts involved in revocation events, and then only update these involved ciphertexts by adopting the technique of broadcast encryption. Furthermore, our construction is proven secure in the standard model. Theoretical analysis and experimental results indicate that FDR-CP-ABE outperforms the previous revocation-related methods.

Analysis of Soil Moisture Recession Characteristics in Conifer Forest (침엽수 산림에서의 토양수분 감쇄특성 분석)

  • Hong, Eun-Mi;Choi, Jin-Yong;Nam, Won-Ho;Yoo, Seung-Hwan
    • Journal of The Korean Society of Agricultural Engineers
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    • v.53 no.4
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    • pp.1-9
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    • 2011
  • Forest area covers 64 % of the national land of Korea and the forest plays a pivotal role in the hydrological process such as flood, drought, runoff, infiltration, evapotranspiration, etc. In this study, soil moisture monitoring for conifer forest in experimental forest of Seoul National University has been conducted using FDR (Frequency Domain Reflection) for 6 different soil layers, 10, 20, 30, 60, 90 and 120 cm during 2009~2010, and precipitation data was collected from nearby AWS (Automatic Weather Station). Soil moisture monitoring data were used to estimate soil moisture recession constant (SMRC) for analyzing soil moisture recession characteristics. From the results, empirical soil moisture recession equations were estimated and validated to determine the feasibility of the result, and soil moisture contents of measured and calculated showed a similar tendency from April to November. Thus, the results can be applied for soil moisture estimation and provided the basic knowledge in forest soil moisture consumption. Nevertheless, this approach demonstrated applicability limitations during winter and early spring season due to freezing and melting of snow and ice causing peculiar change of soil moisture contents.

An Analysis Tool for Flight Test of Airborne Display Software (항공기 시현계통 소프트웨어의 비행시험을 위한 분석도구)

  • Lee, Yong-Rae;Choi, Eu-Teum;Jun, Yong-Kee
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.46 no.11
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    • pp.961-968
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    • 2018
  • Airborne display systems provide pilots with a variety of information needed to operate aircraft. Software faults in the display system can seriously affect the operation of the aircraft, because it can provide inaccurate information to the pilot. Therefore, the software faults are identified and eliminated through ground testing and flight testing. This paper presents an analysis tool called FDR (flight data replay) for flight test of airborne display software. This tool works in real time with the mission computer of aircraft. Also, the tool reproduces the functional error conditions that appear in the display systems by applying flight test data to the display software.

An Experimental Study on the Evaluation of Mortat Unit-Water Content by Powder Ratio Using Frequency Domain Reflectometry Sensor (고주파수분센서를 활용한 분체 비율별 모르타르 단위수량 평가에 관한 실험적 연구)

  • Youn, Ji-Won;Lee, Seung-Yeop;Wi, Kwang-Woo;Yang, Hyun-Min;Lee, Han-Seung
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2022.11a
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    • pp.109-110
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    • 2022
  • Currently, interest in the quality of concrete is increasing. Among the important factors for evaluating the quality of concrete, interest in unit-water content is also increasing. Currently, the air-meter method, the microwave oven drying method, the capacitance method, and the microwave penetration method are used to measure the unit-water content of concrete.. Among the above methods, except for the microwave method, the measurement method is complicated, portability is reduced, and economic efficiency is reduced. This research aims to measure a unit-water content by using a Frequency Domain Reflectometry(FDR) sensor that is economical, simple to measure, and portable among microwave methods. In addition, it is an experimental study to determine the accuracy of unit-water content using a single input residual model during deep learning to solve the limitations of the FDR sensor.

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An Experimental Study on the Evaluation of Unit-Water Content of High Strength Concrete by Frequency Domain Reflectometry Sensor (고주파수분센서를 통한 고강도 콘크리트 단위수량 평가에 관한 실험적 연구)

  • Youn, Ji-Won;Lee, Seung-Yeop;Yu, Seung-Hwan;Yang, Hyun-Min;Lee, Han-Seung
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2023.11a
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    • pp.173-174
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    • 2023
  • In this study, unit-water content was measured using a frequency domain reflecometry(FDR) sensor that complements the problems of the existing unit-water content measurement method to evaluate the unit-water content affecting the workability, durability, and quality of high strength concrete. The experiment used the unit-water content of high strength concrete as a variable, and the accuracy and probability distribution of the unit-water content measured through deep learning were analyzed for the output value output through the FDR sensor. In the case of the unit-water content predicted by deep learning analysis, a high accuracy and high distribution of more than 93% were found within the error range of ± 10 kg/m3. In the future, research is needed to secure high reliability by utilizing data obtained through experiments with various variables.

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Changes in the Volume and Cortical Thickness of the Specific Regions of Cerebellum of Patients with Major Depressive Disorder (주요우울장애 환자에서 소뇌 국소 부위의 부피와 피질 두께의 차이)

  • Kang, Ji-Won;Han, Kyu-Man;Won, Eunsoo;Tae, Woo-Suk;Ham, Byung-Joo
    • Korean Journal of Biological Psychiatry
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    • v.25 no.3
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    • pp.60-71
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    • 2018
  • Objectives A growing body of evidence has suggested that morphologic changes in cerebellum may be implicated with pathophysiology of major depressive disorder (MDD). The aim of this study is to investigate a difference in the volume and cortical thickness of the specific region of cerebellum between patients with MDD and healthy controls (HC). Methods A total of 127 patients with MDD and 105 HC participated in this study and underwent T1-weighted structural magnetic resonance imaging. We analyzed volume and cortical thickness of each twelve cerebellum regions divided by left and right and the volume and cortical thickness of the whole cerebellum from T1-weigted image of participants. One-way analysis of covariance was used to investigate the volume and cortical thickness difference of total and specific regions between two groups adjusting for age, gender, medication, and total intracranial cavity volume. Results We found that the patients with MDD had significantly greater volume in the left cerebellum lobule III region [false discovery rate (FDR)-corrected p = 0.034] compared to HC. Also, our findings indicate that cortical thickness of left lobule VIIB (FDR-corrected p = 0.032) and lobule VIIIB (FDR-corrected p = 0.032) are significantly thinner in the patients with MDD compared with the HC. No significant volume and cortical thickness differences were observed in other sub-regions of the cerebellum. The volumes and cortical thickness of whole cerebellum between patients with MDD and HC did not differ significantly. Conclusions We observed the region-specific volume and cortical thickness difference in cerebellum between the patients with MDD and HC. The results of our study implicate that the information about structural alterations in cerebellum with further replicative studies might provide a stepping stone toward a specific marker to diagnose MDD.

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Formal Methodology for Analysis of the Network Security on REID (RFID 네트워크 보안분석을 위한 정형적 방법론)

  • Kim Hyun-Seok;Kim Il-Gon;Oh Jung-Hyun;Choi Jin-Young
    • Proceedings of the Korean Information Science Society Conference
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    • 2005.11a
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    • pp.91-93
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    • 2005
  • 무선주파수 식별자(RFID: Radio Frequency Identification)의 연구에 있어 보안에 관한 부분은 학계 및 개발자들에게 중요한 부분이다. 특히 기술적인 이슈인 개체인중을 통한 데이터의 보안은 아직도 신뢰성을 얻지 못하고 있다. 본 논문에서는 RFID 기반 네트워크 시스템의 취약성을 분석하고 정형적 방법론의 적용사례를 통해 적용가능성을 타진해 보고자 한다.

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