• Title/Summary/Keyword: Analyzing

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Priority Analysis for Software Functions Using Social Network Analysis and DEA(Data Envelopment Analysis) (사회연결망 분석과 자료포락분석 기법을 이용한 소프트웨어 함수 우선순위 분석 연구)

  • Huh, Sang Moo;Kim, Woo Je
    • Journal of Information Technology Services
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    • v.17 no.3
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    • pp.171-189
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    • 2018
  • To remove software defects and improve performance of software, many developers perform code inspections and use static analysis tools. A code inspection is an activity that is performed manually to detect software defects in the developed source. However, there is no clear criterion which source codes are inspected. A static analysis tool can automatically detect software defects by analyzing the source codes without running the source codes. However, it has disadvantage that analyzes only the codes in the functions without analyzing the relations among source functions. The functions in the source codes are interconnected and formed a social network. Functions that occupy critical locations in a network can be important enough to affect the overall quality. Whereas, a static analysis tool merely suggests which functions were called several times. In this study, the core functions will be elicited by using social network analysis and DEA (Data Envelopment Analysis) for CUBRID open database sources. In addition, we will suggest clear criteria for selecting the target sources for code inspection and will suggest ways to find core functions to minimize defects and improve performance.

Review of statistical methods for survival analysis using genomic data

  • Lee, Seungyeoun;Lim, Heeju
    • Genomics & Informatics
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    • v.17 no.4
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    • pp.41.1-41.12
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    • 2019
  • Survival analysis mainly deals with the time to event, including death, onset of disease, and bankruptcy. The common characteristic of survival analysis is that it contains "censored" data, in which the time to event cannot be completely observed, but instead represents the lower bound of the time to event. Only the occurrence of either time to event or censoring time is observed. Many traditional statistical methods have been effectively used for analyzing survival data with censored observations. However, with the development of high-throughput technologies for producing "omics" data, more advanced statistical methods, such as regularization, should be required to construct the predictive survival model with high-dimensional genomic data. Furthermore, machine learning approaches have been adapted for survival analysis, to fit nonlinear and complex interaction effects between predictors, and achieve more accurate prediction of individual survival probability. Presently, since most clinicians and medical researchers can easily assess statistical programs for analyzing survival data, a review article is helpful for understanding statistical methods used in survival analysis. We review traditional survival methods and regularization methods, with various penalty functions, for the analysis of high-dimensional genomics, and describe machine learning techniques that have been adapted to survival analysis.

Analyzing exact nonlinear forced vibrations of two-phase magneto-electro-elastic nanobeams under an elliptic-type force

  • Mirjavadi, Seyed Sajad;Nikookar, Mohammad;Mollaee, Saeed;Forsat, Masoud;Barati, Mohammad Reza;Hamouda, A.M.S.
    • Advances in nano research
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    • v.9 no.1
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    • pp.47-58
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    • 2020
  • The present paper deals with analyzing nonlinear forced vibrational behaviors of nonlocal multi-phase piezo-magnetic beam rested on elastic substrate and subjected to an excitation of elliptic type. The applied elliptic force may be presented as a Fourier series expansion of Jacobi elliptic functions. The considered multi-phase smart material is based on a composition of piezoelectric and magnetic constituents with desirable percentages. Additionally, the equilibrium equations of nanobeam with piezo-magnetic properties are derived utilizing Hamilton's principle and von-Kármán geometric nonlinearity. Then, an exact solution based on Jacobi elliptic functions has been provided to obtain nonlinear vibrational frequencies. It is found that nonlinear vibrational behaviors of the nanobeam are dependent on the magnitudes of induced electrical voltages, magnetic field intensity, elliptic modulus, force magnitude and elastic substrate parameters.

A Novel Scheme to Depth-averaged Model for Analyzing Shallow-water Flows over Discontinuous Topography (불연속 지형을 지나는 천수 흐름의 해석을 위한 수심적분 모형에 대한 새로운 기법)

  • Hwang, Seung-Yong
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.35 no.6
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    • pp.1237-1246
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    • 2015
  • A novel technique was proposed to calculate fluxes accurately by separation of flow area into a part of step face which is dominated by flow resistance of it and an upper part which is relatively less affected by the step face in analyzing shallow-water flows over discontinuous topography. This technique gives fairly good agreement with exact solutions, 3D simulations, and experimental results. It has been possible to directly analyze shallow-water flows over discontinuous topography by the technique developed in this study. It is expected to apply the developed technique to accurate evaluation of overflows over weirs or retaining walls (riverside roads) and areas flooded by the inundation in the city covered in discontinuous topography.

A Study on Development of Chinese Men's Apparel Sizing System II

  • Sohn, Hee-Soon;Kim, Jee-Yeon
    • Journal of Fashion Business
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    • v.8 no.3
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    • pp.84-113
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    • 2004
  • The purpose of this study is to provide for some basic data useful to production of the apparels fit and measured well for the Chinese men. For this purpose, Chinese men's apparel measurements and specifications were determined per area group(Beijing and Shanghai) according to the Men's Wear Specifications (GB/T 1335.1-1997), National Standards of People's Republic of China. The results of this study can be summarized as follows; 1. As a result of dividing the Chinese men into Beijing and Shanghai men and thereby, setting stature and upper chest circumference for upper garments and stature and waist for lower garments. 2. As a result of analyzing the correlational distributions of stature and upper chest circumference measurements by region (Beijing and Shanghai) and type of physique, it was found that the coverage rate of the selected sizes was higher in Shanghai sample than Beijing sample in case of the sample with thicker waist circumferences. 3. As a results of analyzing the correlations according to the three-fold classifications of stature /upper chest circumference/waist for garment specifications by region (Beijing and Shanghai) and type of physique, "A" type was most covered, followed by "B", "C" and "Y" types.

Reinforcement Effect of Viscoplastic Rockboft - Numerical Study (록볼트 점소성 거동에 의한 지보효과 분석 - 수치해석)

  • 조태진;이정인
    • The Journal of Engineering Geology
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    • v.3 no.3
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    • pp.215-230
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    • 1993
  • In-situ rock mass demonstrates the variety of structural features, and especially the mechanical and spatial characteristics of joint (or joint system) greatly affect the deformation and fallure strength of the rock mass. In this study finite element model capable of analyzing the viscoplastic behavior of reinforced jointed rock mass has been developed based on equivalent material approach. Accuracy and reliability of the numerical model have verified by simuiating the behavior of simplified block model and comparing the results with analytic solutions. Practical applicability was also demonstrated by analyzing the time-dependent behavior of underground oil storage tunnel and assessing the reinforcement effect of rockbolt.

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Elimination Effect of Formaldehyde, Acetaldehyde and Total Volatile Organic Compounds from Car Felts using Nano-carbon Materials

  • Cho, Wan-Goo;Park, Seung-Gyu;Kim, Hyung-Man
    • Journal of the Korean Applied Science and Technology
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    • v.26 no.1
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    • pp.38-44
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    • 2009
  • We proposed the new nano-carbon ball (NCB) materials for eliminating the total volatile organic compounds(TVOCs) from the felt which is built in the car. The concentrations of acetaldehyde and formaldehyde of the original felts were varied upon the different production lots. Acetaldehyde in the felt can be eliminated to target level($0.2{\mu}g$) after introducing 0.5 wt% of NCB into the felt. Detector tube method for analyzing formaldehyde gas was more accurate than HPLC method. Formaldehyde can be eliminated to target level (64 ppb) after introducing 0.5 wt% of NCB into the felt. We also found that TVOC can be reduced to target level ($0.32{\mu}g$) after introducing 2.0 wt% of NCB. Upon introducing small amounts of NCB into the felt, it was possible that the level of formaldehyde, acetaldehyde and TVOC formed from the felts can be reduced to the target level. We also suggest the effective analyzing method of TVOCs.

An Analysis on Possibility and Effect of Market Power under the 3rd Long Term Power Plan (제3차 전력수급기본계획에 따른 시장지배력 행사가능성 및 영향분석)

  • Lee, Jae-Gul;Park, Min-Hyuk;Ahn, Nam-Sung
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.56 no.6
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    • pp.1017-1022
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    • 2007
  • In this paper, we try to analyze the likelihood of exercising the power of market dominance by certain generators in future power industry of Korea. Firstly, we estimated installed generation capacity and sales volume of electricity in Korea, based on 'The 3rd Long Term Power Plan' which was announced in December 2006. Secondly, we calculated HHI, an index showing the degree of concentration of an industry, and RSI, an index showing how adequate the supply of goods or services of an industry is, using Fast-Forward. Thirdly, assuming a major generator employs the strategy of withholding a part of its available capacity at a peak time, we simulated hypothetical movement of SMP over a certain period of time, which is compared with that obtained without assuming such strategy to generate Lerner Index. an index showing the degree of market power of a monopoly. Regulators, home and abroad, have not given much interest in analyzing the effect of market dominance that is likely to be exercised by certain players in the future. That said, this paper provides insight into developing methodologies of analyzing and mitigating such effect by proposing the above indices to gauge it. In addition, this paper also shows the potential impact of employing capacity withholding strategy on the financial account of a dominant generator.

Fabrication of Metallic Nano-Filter Using UV-Imprinting Process (UV 임프린팅 공정을 이용한 금속막 필터제작)

  • Noh Cheol Yong;Lee Namseok;Lim Jiseok;Kim Seok-min;Kang Shinill
    • Transactions of Materials Processing
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    • v.14 no.5 s.77
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    • pp.473-476
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    • 2005
  • The demand of on-chip total analyzing system with MEMS (micro electro mechanical system) bio/chemical sensor is rapidly increasing. In on-chip total analyzing system, to detect the bio/chemical products with submicron feature size, a filtration system with nano-filter is required. One of the conventional methods to fabricate nano-filter is to use direct patterning or RIE (reactive ion etching). However, those procedures are very costly and are not suitable fur mass production. In this study, we suggested new fabrication method for a nano-filter based on replication process, which is simple and low cost process. After the Si master was fabricated by laser interference lithography and reactive ion etching process, the polymeric mold was replicated by UV-imprint process. Metallic nano-filter was fabricated after removing the polymeric part of metal deposited polymeric mold. Finally, our fabrication method was applied to metallic nano-filter with $1{\mu}m$ pitch size and $0.4{\mu}m$ hole size for bacteria sensor application.

An analysis of Web Sites on the Nursing Departments for Hospital Internet Marketing (병원의 인터넷 마케팅을 위한 간호부서의 웹사이트 분석)

  • Jung, Myun-Sook
    • Journal of Korean Academy of Nursing Administration
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    • v.7 no.3
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    • pp.531-543
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    • 2001
  • Purpose : The purpose of this study was exploring current status of having home page on the hospitals which have more than 500 beds and analyzing web site on the Nursing Department among them. Method : Cases under analyzing were 92 hospitals which have their own home pages. And then, content analysis with 33 cases was used to evaluate web site of Nursing Department. Results : 1. There are 85(92.4%) home pages in the hospitals among 92 hospitals. 2. There are 33(35.9%) web pages on the Nursing Home page in the 85 hospitals which has hospital home pages. 3. The contents of web pages were 'Introduction of Nursing Department' (78.8% of Nursing Department), 'Home health care'(39.4%), 'Areas of Nursing department'(36.4%), 'Educational Opportunities'(36.4%), 'Research activities'(30.3%), 'Interaction'(27.3%), 'E-mail'(18.2%), 'Information providing to consumer'(15.2%), 'Hospice'(15.2%), 'Hot line, consultation'(12.1%) respectively. Conclusion : The results showed that most web sites of Nursing Department were consist of simple contents with simple purpose. Therefore, in this informational world, Nursing Departments have to try using internet marketing with well developed client centered web site.

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