• Title/Summary/Keyword: Cross-comparison

Search Result 1,619, Processing Time 0.026 seconds

A Comparison of Classification Methods for Credit Card Approval Using R (R의 분류방법을 이용한 신용카드 승인 분석 비교)

  • Song, Jong-Woo
    • Journal of Korean Society for Quality Management
    • /
    • v.36 no.1
    • /
    • pp.72-79
    • /
    • 2008
  • The policy for credit card approval/disapproval is based on the applier's personal and financial information. In this paper, we will analyze 2 credit card approval data with several classification methods. We identify which variables are important factors to decide the approval of credit card. Our main tool is an open-source statistical programming environment R which is freely available from http://www.r-project.org. It is getting popular recently because of its flexibility and a lot of packages (libraries) made by R-users in the world. We will use most widely used methods, LDNQDA, Logistic Regression, CART (Classification and Regression Trees), neural network, and SVM (Support Vector Machines) for comparisons.

A Vibration Analysis Model for Bellows in the Vehicle Exhaust System Using Method of Reduced Degree of Freedom (자유도 저감법을 이용한 자동차 배기시스템의 벨로우즈 진동해석)

  • Shim, Dong-Hyouk;Kim, Dae-Hyun;Choi, Myung-Jin
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
    • /
    • 2006.05a
    • /
    • pp.304-308
    • /
    • 2006
  • The focus of this study is modeling technique for a bellows in vehicle exhaust system. Bellows was developed using tile finite element model by replacing with the equivalent beam. The equivalent beam model were studied in detail. Non-structural node in the cross section of original model is given to expressing their motion. Equivalent mass matrix and stiffness matrix calculated using Guyan reduction method. Material Properties of beam was obtained from the direct comparison between equivalent model and that of Timoshenko beam model. The calculated natural frequencies and mode shape are compared with the reference results and coincided well. The results were compared with the confirmed results, which were in good agreement.

  • PDF

A STUDY ON SYNTHETIC GENERATION OF MONTHLY STREAMFLOW BY BIVARIATE ANALYSIS (BIVARIATE ANALYSIS에 의한 월류량에 모의발생에 관한 연구)

  • Seo, Byeong-Ha;Yun, Yong-Nam;Gang, Gwan-Won
    • Water for future
    • /
    • v.12 no.2
    • /
    • pp.63-69
    • /
    • 1979
  • The sequences of monthly streamflows constitute a non-statonary time series. The purely stochastic model has been applied to data generation of non-stationary time series. Tow different mothods--single site and multisite generation--have been used on the hydrologic time series. In this study the synthetic generation method by bivariate analysis, studied by Thomas Fiering, one of multi-site models, has been applied to the historical data on monthly streamflows at two sites in Nakdong River, and also for validity of this model the single site Thomas Fiering model applied. Through statistical analysis it has been shown that the performance of bivariate Thomas Fiering model was better than that of the other. By comparison of mean and standard deviaion between the historical and the generated, and cross correlogram interpretation, it has been known that the model used herein has good performance to simultaneously generate the monthly streamflows at two sites in a river hasin.

  • PDF

The Study on the Comparison Method in Controlling PostScript and PDF in Prepress Process (Prepress 공정에서 포스트스크립트와 PDF 제어방법 비교에 관한 연구)

  • Yang, Bo-Kyu;Oh, Sung-Sang;Yoo, Keun-Ryong;Lee, Euy-Soo
    • Journal of the Korean Graphic Arts Communication Society
    • /
    • v.25 no.2
    • /
    • pp.59-67
    • /
    • 2007
  • The working environment of DTP tends to increase from Macintosh to MS Windows in Korea because of being developed exclusively cross-platformed applications. Base of this change is not related to spread of using PDF. Recently, it's cause of falling into dilemma in Prepress. It's due that operators in Prepress don't have correctly understanding about differences and features between Postscript and PDF. This paper tried to search a way to solve problems via changing circumstance in operating Postscript and PDF.

  • PDF

An Experimental Study on Flexural Strength of Composite Beam with Reduced Top Flange of Steel (상부플랜지를 감소시킨 합성보의 휨내력에 관한 실험적 연구)

  • Moon, Chan-II;Jeong, Jae-Hun;Kim, Jin-Moo;Joo, Kyong-Jae
    • Journal of the Korea institute for structural maintenance and inspection
    • /
    • v.4 no.3
    • /
    • pp.153-160
    • /
    • 2000
  • In simply supported composite beams, the neutral axis of the composite cross section usually is located the top flange of the steel I-shape, so that the top flange does not impart much strength to the member. This suggests that omitting the top flange entirely could be a means to lower the cost of the beam without greatly reducing the strength. The purpose of this investigation is to research flexural strength and behavior of the composite beams with reduced top flange of steel. Five specimens with H and inverted T steel section were tested. As the test results, comparison of the experimental to computed full-plastic moment, and variations of flexural strength with reduced top flange were analyzed.

  • PDF

Analytical Study on the Prestress Losses of Prestressed Concrete Bridges (PSC 교량의 프리스트레스 손실에 관한 해석적 연구)

  • Kim, Woon-Hak;Ra, Jeong-Kyoun;Kim, Tae-Hoon;Shin, Hyun-Mock
    • Journal of the Korea institute for structural maintenance and inspection
    • /
    • v.7 no.1
    • /
    • pp.131-138
    • /
    • 2003
  • This paper presents an analytical prediction of the prestress losses of prestressed concrete bridges. In this study a numerical procedure and computer program is developed to analyze the behavior of prestressed concrete bridges considering the time-dependent properties of material. It accounts for the aging, creep and shrinkage of concrete and the stress relaxation of prestressed steel. The structural model uses two dimensional plane frame elements with three nodal degree of freedom and is analyzed based on the finite element method. Member cross section can consist of concrete, reinforcement and prestressing steel. Two different set of equations for the prediction of time-dependent material properties of concrete are presented, which are ACI, CEB-FIP. The proposed numerical method for the prestress losses of prestressed concrete bridges is verified by comparison with reliable experimental results.

The Field Coil End Effect of HTS Synchronous Motor (고온초전도 동기모터의 계자코일 단부의 영향)

  • 백승규;권운식;손명환;이언용;권영길
    • Proceedings of the Korea Institute of Applied Superconductivity and Cryogenics Conference
    • /
    • 2003.02a
    • /
    • pp.276-279
    • /
    • 2003
  • The superconducting synchronous machine(S.S.M) including generator and motor has different electromagnetic structure from the conventional machine. With the help of superconductor having much higher operating current density than normal conductor, S.S.M can eliminate most of iron core filling inside of the conventional machine. This air-cored structure could be analysed and designed theoretically based on 2-dimensional(2-D) magnetic field distribution assuming that the windings are extended infinitely toward the axial direction. However the actual structure of S.S.M has the end regions interconnecting the straight parts of the same cross-section with the 2-D model. Therefore, this actual 3-D model has smaller field distribution than the 2-D model. In this paper, we consider the effect of the end regions on the output of a HTS model motor and suggest more accurate design approach through comparison of 2-D and 3-D magnetic field analysis.

  • PDF

3-D Simulation of T-Shaped Electrode and Comparison of Results with Experiments

  • Shin, Yeong-Kyo;Hwang, Tae-Su;Kang, Seok-Dong;Park, Hun-Gun;Ryu, Jae-Hwa;Kim, Hyun-Chul;Shin, Seong-Won;Lee, Jae-Koo
    • Journal of Information Display
    • /
    • v.3 no.2
    • /
    • pp.13-18
    • /
    • 2002
  • Numerical simulation is one of the most useful tools to study gas discharge phenomena that occur in alternating current plasma display panel (AC-PDP) cell. Most PDP cell simulations have been performed for two-dimensional cell, is cross-section along the address electrode. We developed a three-dimensional PDP simulator and applied it to a T-shaped electrode cell in order to show the effects of sustain electrode shape that cannot be included in two-dimensional simulation. The dependence of power consumption on electrode shape and area in the simulation showed the same trend as experiment.

Multifrequency Imaging of Radar Turntable by Phase and Amplitude Measurement (다주파수 신호를 사용한 회전물체의 위상과 진폭측정에 의한 영상)

  • Suh, Kyoung-Whoan;Lee, Kyoung-Soo;Kim, Se-Youn;Ra, Jung-Woong
    • Proceedings of the KIEE Conference
    • /
    • 1987.11a
    • /
    • pp.392-397
    • /
    • 1987
  • This paper concerns a method for micro-wave imaging. The image reconstruction of a perfect conducting cylinder by phase and amplitude measurement using the X-Band multifrequency is presented troll the simulated data. The high degree of range resolution is achieved using large signal band-width and cross-range resolution is obtained by doppler processing. The comparison of image reconstruction between range doppler processing and circular convolution algorithm is also shown.

  • PDF

Nexus between Inflation, Inflation Perceptions and Expectations

  • NAM, MINHO;GO, MINJI
    • KDI Journal of Economic Policy
    • /
    • v.40 no.3
    • /
    • pp.45-68
    • /
    • 2018
  • We uncover a nexus between actual inflation, inflation perceptions and expectations in Korea through analyzing micro as well as aggregate data from the Consumer Survey. We document two novel findings. First, households' subjective perceptions of inflation exert more impact on expectation formation than actual inflation. Second, inflation perceptions are broadly in line with the trajectory of the inflation trend. This is attributable to the fact that changes in actual inflation have been generated mainly by the consumption items whose price changes are perceived more sensitively as those items are frequently bought or have a larger share in household expenditures. Conducting a cross-country comparison, we find that information rigidity in expectation formation process and the nexus between perceptions and expectations of inflation prove to be stronger in Korea. Additionally, we reconfirm the existing finding that the scope of information utilized for forming inflation expectations is fairly circumscribed.