• Title/Summary/Keyword: Feature-Oriented Analysis

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The Analysis of the Effect of FDI to Export - from the case of Vietnam (FDI와 수출 간 관계 연구 - 베트남의 사례를 중심으로)

  • Le Ngoc Khai;Young-Jin Ro
    • Korea Trade Review
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    • v.45 no.4
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    • pp.95-105
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    • 2020
  • Vietnam has experienced a high economic growth since early 2000s. One of the reasons for this successful economic growth is foreign direct investment that has been invested mainly in manufacturer sector in Vietnam. In this paper, we examine the impacts of foreign direct investment to Vietnam on its exports using quarterly data from 2000:1 to 2017:4. Since all the variables in our model is subject to I(1), we apply Fully Modified OLS(FMOLS) to estimate a cointegration vectors. Our results show that there exists a long-run relationship among Export, FDI, Exchange rate and G20 countries' GDP. Also, we find that FDI has a positive effect on Vietnam's export, which was statistically significant. Our results support the hypothesis that the FDI to Vietnam since 2000 has an export-oriented feature.

Design of Digits Recognition System Based on RBFNNs : A Comparative Study of Pre-processing Algorithms (방사형 기저함수 신경회로망 기반 숫자 인식 시스템의 설계 : 전처리 알고리즘을 이용한 인식성능의 비교연구)

  • Kim, Eun-Hu;Kim, Bong-Youn;Oh, Sung-Kwun
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.66 no.2
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    • pp.416-424
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    • 2017
  • In this study, we propose a design of digits recognition system based on RBFNNs through a comparative study of pre-processing algorithms in order to recognize digits in handwritten. Histogram of Oriented Gradient(HOG) is used to get the features of digits in the proposed digits recognition system. In the pre-processing part, a dimensional reduction is executed by using Principal Component Analysis(PCA) and (2D)2PCA which are widely adopted methods in order to minimize a loss of the information during the reduction process of feature space. Also, The architecture of radial basis function neural networks consists of three functional modules such as condition, conclusion, and inference part. In the condition part, the input space is partitioned with the use of fuzzy clustering realized by means of the Fuzzy C-Means algorithm. Also, it is used instead of gaussian function to consider the characteristic of input data. In the conclusion part, the connection weights are used as the extended type of polynomial expression such as constant, linear, quadratic and modified quadratic. By using MNIST handwritten digit benchmarking database, experimental results show the effectiveness and efficiency of proposed digit recognition system when compared with other studies.

A Case Study for Manufacturing Information System Design in Make-to-Order Production (수주생산방식에서 생산정보시스템 설계방법에 관한 사례연구)

  • Seo, Jun-Yong;Kim, Jae-Gyun;Koh, Jae-Moon
    • IE interfaces
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    • v.12 no.4
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    • pp.514-531
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    • 1999
  • This paper deals with the design of the manufacturing information system which is able to respond rapidly to various requirements of customers in make-to-order environment. The system is required to maintain a consistent flow of information from the start to the end. For this, we adopt an approach based on Information Engineering (IE) methodology, which consists of four stages: planning, analysis, basic design, and detail design. The first is a planing stage which establishes a project goal and organizes a project team. In the second stage, current activities are analyzed and problems are defined. The basic design is accomplished in the third stage, where a project scope is defined and an overall feature of the new system is presented. And then, in the last stage, the operation plan of each subsystem is drawn up in detail and all subsystems are integrated. This study applies the methodology to the case of H company and focuses on designing forms which are easy-to-write, easy-to-understand, and field-oriented. These forms are interrelated and can be used for systematic analysis and design. By applying them to the system design, we have obtained effect of reducing cost and time.

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A Study on Visitors' Circulation Pattern and Amount of Traffic in the Multi-Purpose Commercial Complex (복합상업시설에서의 방문객의 경로선택과 통행량에 관한 연구 - 공간구문론과 현장조사 비교연구 -)

  • Song Se-Young;Song Byung-Ha
    • Korean Institute of Interior Design Journal
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    • v.14 no.5 s.52
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    • pp.236-244
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    • 2005
  • This study investigates the effects of the spatial elements of the mulit-purpose commercial complex on visitors' circulation pattern and wayfinding by employing method of space syntax, observation, and interview survey. Two commercial complexes were investigated; Techno-mart represented a vertical type and COEX mall rendered a horizontal one. Analysis of the spatial elements using space-syntax method provided a base line for comparing analyses by the two other methods. Analysis of the interview additionally survey identified the factors affecting wayfinding behavior and contributing satisfaction. The findings suggest that level of the effects of the spatial configuration on visitors' circulation pattern is greater in Techno-mart(vertically oriented) than COEX(horizontally). In COEX, for instance, specific route that connects sub-way station and cinema complex carries far more traffic than main route, even though the main route indicates higher degree of integration of spatial configuration. Similar with observation, the degree of integration is corresponding with the satisfaction and easiness of wayfinding behavior In COEX, specific place and feature seem to have more effects on visitors' wayfinding behavior and circulation pattern than the level of integration of spatial configuration.

A Case Study on the Planning of Charnel House (납골당 계획에 관한 사례조사 연구)

  • 손계중;김영훈
    • Korean Institute of Interior Design Journal
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    • no.13
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    • pp.72-77
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    • 1997
  • The funeral and grave system in Korea has issued that our country will become a grave. This is a result of being in favor of the funeral and grave process of burial based on long time traditions and customs. The government is allowing construction and use of charnels on a large scale in order to improve this system after analyzing the problems of the current grave system; However, those results are very few and slight because the image of existing charnels have been regarded as abomination utilities and it has been projected not to be closed to the public easily. In this stduy, we first looked at these problems using sample research and analysis. Second, we made comparisons and analysis to suggest solutions in the projecting method and feature of those spaces by carrying out a sample research project. This project was based on 3 of the biggest charnels built recently, which are out of the 54 charnels in Korea. After assaying the image according to the interior designing elements, and then proposing various several alternatives, we would like to tell how to build the future-oriented and opened charnels as the purpose of this study. Therefore, when projecting charnels, we would like to suggest the alternative solution that diminishes abomonation and closeness in the interior of the charnel through the designing consideration and increases the usage of this building by inducing traditional limitations and maintaining vertical dignity and piety by making the central axis adapting to the nature.

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A Historical Analysis of Barrow's Theorem and Its Educational Implication (Barrow 정리의 수학사적 분석과 그에 따른 교육적 시사점에 대한 연구)

  • Park, SunYong
    • Journal for History of Mathematics
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    • v.26 no.1
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    • pp.85-101
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    • 2013
  • This study is to analyse the characteristics of Barrow's theorem on the historical standpoint of hermeneutics and to discuss the teaching-learning sequence for guiding students to reinvent the calculus according to historico-genetic principle. By the historical analysis on the Barrow's theorem, we show the geometric feature of the theorem, conjecture the Barrow's intention in dealing with it, and consider the epistemological obstacles undergone by Barrow. On a basis of this result, we suggest a purposeful and meaning-oriented teaching-learning way for students to realize the sameness of the 'integration' and 'anti-differentiation', and point out the shortcomings and supplement point in current School Mathematic Calculus.

Separations and Feature Extractions for Image Signals Using Independent Component Analysis Based on Neural Networks of Efficient Learning Rule (효율적인 학습규칙의 신경망 기반 독립성분분석을 이용한 영상신호의 분리 및 특징추출)

  • Cho, Yong-Hyun
    • Journal of the Korean Institute of Intelligent Systems
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    • v.13 no.2
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    • pp.200-208
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    • 2003
  • This paper proposes a separation and feature extraction of image signals using the independent component analysis(ICA) based on neural networks of efficient learning rule. The proposed learning rule is a hybrid fixed-point(FP) algorithm based on secant method and momentum. Secant method is applied to improve the performance by simplifying the 1st-order derivative computation for optimizing the objective function, which is to minimize the mutual informations of the independent components. The momentum is applied for high-speed convergence by restraining the oscillation in the process of converging to the optimal solution. The proposed algorithm has been applied to the composite images generated by random mixing matrix from the 10 images of $512\times512$-pixel. The simulation results show that the proposed algorithm has better performances of the separation speed and rate than those using the FP algorithm based on Newton and secant method. The proposed algorithm has been also applied to extract the features using a 3 set of 10,000 image patches from the 10 fingerprints of $256\times256$-pixel and the front and the rear paper money of $480\times225$-pixel, respectively, The simulation results show that the proposed algorithm has also better extraction speed than those using the another methods. Especially, the 160 basis vectors(features) of $16\times16$-pixel show the local features which have the characteristics of spatial frequency and oriented edges in the images.

Stereotype Femininity Expressed in Fashion Illustration (패션 일러스트레이션에 표현된 스테레오타입 여성성)

  • Lee, Kyung-Ah;Geum, Key-Sook
    • The Research Journal of the Costume Culture
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    • v.19 no.2
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    • pp.430-448
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    • 2011
  • This study analyzes the stereotyped femininity with a focus on body codes, which has been continuously expressed in fashion illustrations from the late $19^{th}$ century to the year 2010, and examines the changes in its meaning. Stereotyped femininity was reorganized by the changes in female sex role effected by social changes, as well as by the body discourse and feminism in the late $20^{th}$ century, These socio-cultural backgrounds led to the change in the meaning of stereotyped women expressed in fashion illustrations. The stereotyped women in fashion illustrations are characterized by gender-oriented body, and the typical image of women was reproduced with the marks of poses and looks that feature passiveness and subordination. Then, the gender-oriented body since 1990's shifted to active meaning that positively revealed sexual desire. The space positioned by women is also the symbol of gender. In line with changes over time, the backgrounds in fashion illustrations have changed from private space such as home and nature to public space such as city, which reflects diversification and expansion of space for women. This study has identified the changes in meaning, based on the analysis of the characteristics of stereotyped women expressed in fashion illustrations. Above all, women who were objectified as a subject by dominant discourse have established the concept of active body as an entity. In addition, the symbol of typical femininity is "slim" and "beauty", which reflects the change from the emphasis on childbirth-related femininity to self-control and conquer. On the other hand, the typical features expressed through body have reproduced dichotomous structure, but the emergence of body and background deviated from gender has reorganized the symbolic order of gender.

Operation Plan of the Certification System for the Construction Information Standard -From the Construction CALS Standard- (건설사업정보 표준 인증을 위한 운영방안 마련 -건설CALS 표준의 관점에서-)

  • Moon, Jin-Seok;Won, Ji-Sun
    • The Journal of the Korea Contents Association
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    • v.12 no.12
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    • pp.459-470
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    • 2012
  • Information technical dependence degree is coming to be high from constructive information-oriented field. The size and complexity of constructive information are increasing and consequently, the standard for a construction information resource management becomes important. Currently the certification about construction information standard is being enforced part system and information-oriented level etc. from domestic. So we have a plan which will propel the diffusion strategy for the practical application of constructive information standard with introduction of the certification system about construction information standard. For a certification system preparation, we studied a feature and definition about construction information standard and analyzed domestic and foreign case. From that, we accomplished a classification and an analysis about construction information standard becomes the object of certification. And then, we selected the object of the certification through deriving necessities of certification about each construction information standard and considering the priority at the time of introduction. Finally we suggested an certification institutional operation plan about the object which is selected. Held a consultation meeting about the fact where the professional knowledge or technique is demanded and established secured directivity about authentication institutional operation plan and professionalism.

Analytical Study for the Plan of Unit Household in National Housing Scale - Oriented on the cases of Korea housing corporation since 2005 ; Focused on analysing area (국민주택규모 단위세대 평면 분석 연구 - 2005년 이후 대한주택공사 사례를 면적분석 중심으로 -)

  • Lee, Jeong-Ho;Lee, Chan
    • Korean Institute of Interior Design Journal
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    • v.19 no.1
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    • pp.180-189
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    • 2010
  • Since collective houses are started to be supplied, the housing market has been transformed from supplier to demander oriented, and various type with same area of unit households have been deigned and started to be distributed. It can be expected that such transfer phenomenon would be continuously sped-up, and unit household will be more subdivided and varied. Thus, we analysed and studied the planes with subject of unit households in national housing scale ($85m^2$) that is treated as supply standard and has biggest volume in construction by Korean housing corporation. The analysing method is investigating the area of each room within unit household, calculating their minimum, maximum, and average values, studying the efficiency of unit household plane according to the structure of each room by comparative analysis these values, and analysing changing matter by investigating any change of each room area. The analysing results of which are followings. At first, number of BAY on face is increasing. Second, allocation of each room has been vary. Third, area ratio among bedroom1, livingroom, diningroom/kitchen become similar. Fourth, the area of diningroom/kitchen become somewhat bigger. Fifth, the space for passage way is efficiently allocated. Sixth, service area is reduced, Seventh, stereotyped phenomenon Is appeared. Based on many studies so far, any improvements of unit householder in national housing scale are followings. First, in terms of forming style, unit householder in national housing scale is unfolded in various way though, the form of each room is not more than typical style. Second, it shows stereotyped phenomenon. Especially, bathroom 1, 2 show stereotyped feature in terms of their type and area across entire research years, also LDK allocation method is stereotyped, as well as stereotyped trend in bedroom 2, 3, allocation for 4 BAY type.