• 제목/요약/키워드: Local basis set

검색결과 96건 처리시간 0.031초

Quantitative Causal Reasoning in Stock Price Index Prediction Model

  • Kim, Myoung-Joon;Ingoo Han
    • 한국경영과학회:학술대회논문집
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    • 한국경영과학회 1998년도 추계학술대회 논문집
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    • pp.228-231
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    • 1998
  • Artificial Intelligence literatures have recognized that stock market is a highly unstructured and complex domain so that it is difficult to find knowledge that belongs to that domain. This paper demonstrates that the proposed QCOM can derive global knowledge about stock market on the basis of a set of local knowledge and express it as a digraph representation. In addition, inference mechanism using quantitative causal reasoning can describe the qualitative and quantitative effects of exogenous variables on stock market.

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Writer verification using feature selection based on genetic algorithm: A case study on handwritten Bangla dataset

  • Jaya Paul;Kalpita Dutta;Anasua Sarkar;Kaushik Roy;Nibaran Das
    • ETRI Journal
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    • 제46권4호
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    • pp.648-659
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    • 2024
  • Author verification is challenging because of the diversity in writing styles. We propose an enhanced handwriting verification method that combines handcrafted and automatically extracted features. The method uses a genetic algorithm to reduce the dimensionality of the feature set. We consider offline Bangla handwriting content and evaluate the proposed method using handcrafted features with a simple logistic regression, radial basis function network, and sequential minimal optimization as well as automatically extracted features using a convolutional neural network. The handcrafted features outperform the automatically extracted ones, achieving an average verification accuracy of 94.54% for 100 writers. The handcrafted features include Radon transform, histogram of oriented gradients, local phase quantization, and local binary patterns from interwriter and intrawriter content. The genetic algorithm reduces the feature dimensionality and selects salient features using a support vector machine. The top five experimental results are obtained from the optimal feature set selected using a consensus strategy. Comparisons with other methods and features confirm the satisfactory results.

재활치료에 관한 접근성 제고 방안에 관한 단상 -물리치료사의 단독 개업 중심으로 (Review on the Enhancement of Accessability to Rehabilitation Therapy -Especially on the Solo Practice of the Physical Therapists)

  • 한승수
    • 대한물리치료과학회지
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    • 제22권1호
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    • pp.19-27
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    • 2015
  • Purpose : The purpose of this study is to check the current status of accessability to rehabilitation therapy in local areas and to review how to improve the accessability. In fact, first, it is very hard for patients to find out a local medical center with rehabilitation therapy capability. Moreover they needs to wait long time to get a treatment they need, because of lack of nearby rehabilitation centers. The best way to enhance the accessability to the rehabilitation therapy service is to allow therapists to set up rehabilitation centers in local areas on their own, physically independent from medical doctors. Basically, the current law does not prohibit therapists' own sole practice. However, it needs to be amended by inserting an explicit legal basis on the setting-up process. If it is legally permissible for the therapists to set up rehabilitation centers to perform a rehabilitation treatment with referrals from of medical doctors (though physically independent from the doctors), it would result in the increase of profits for the doctors and at the same time raise therapists' freedom of occupation, a constitutional right. Furthermore, with their own places to practice, therapists will have to compete with other therapists, that would raise the quality of their treatments, which will in turn benefit patients ultimately. A proposed bill of amendments to the Act on Medical Technicians and etc. is pending for review at the National Assembly. I look forward to vigorous discussion on the bill based on this article, and resulting in revision of the law for the benefits of patients.

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적응적 세분화 방법을 이용한 무요소법의 응력 해석에 관한 연구 (A Study on the Adaptive Refinement Method for the Stress Analysis of the Meshfree Method)

  • 한상을;강노원;주정식
    • 한국전산구조공학회:학술대회논문집
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    • 한국전산구조공학회 2008년도 정기 학술대회
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    • pp.8-13
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    • 2008
  • In this study, an adaptive node generation procedure in the radial point interpolation method is proposed. Since we set the initial configuration of nodes by subdivision of background cell, abrupt changes of inter-nodal distance between higher and lower error regions are unavoidable. This unpreferable nodal spacing induces additional errors. To obtain the smoothy nodal configuration, it's regenerated by local Delaunay triangulation algorithm This technique was originally developed to generate a set of well-shaped triangles and tetrahedra. To demonstrate the performance of proposed scheme, the results of making optimal nodal configuration with adaptive refinement method are investigated for stress concentration problems.

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유연생산시스템의 계층구조적 실시간 운용제어 및 모니터링에 관한 연구 (A Study on the Hierarchical Real-time Operation Control and Monitoring for an Flexible Manufacturing System)

  • 김종원
    • 한국정밀공학회지
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    • 제9권4호
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    • pp.36-43
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    • 1992
  • This paper presents a hierarchical real-time operation control and monitoring scheme of the FMS/CIM center which has been implemented at the Automation and Systems Research Institute of Seoul National University. The hierarchical structure of the whole scheme consists of three lavers. The upper layer is in charge of on-line scheduling, computer network control, shop-floor monitoring and command generation for AGV dispatching, machining, assembly, inspection, set-up, etc. The middle layer has six modules, which are installed in the FMS host computer with the upper layer and run on the multi-tasking basis. Each module is connected to one of six cell controllers distributed in the FMS model plant and transfers operation command down to each cell controller through the Ethernet/TCP-IP local area network. The lower layer is comprised of six cell control software modules for machining cell, assembly cell, inspection cell, set-up stations. AS/RS and AGV. Each cell controller reports the status of the manufacturing facilites to the middle layer as well as ecxecuting the appropriate sequence control of the manufacturing processes.

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분산 자료에 대한 초완비 표현 방법 (A method of overcomplete representation for distributed data)

  • 이상철;박종우;곽칠성
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2007년도 하계종합학술대회 논문집
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    • pp.457-458
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    • 2007
  • This paper propose a method for representing distributed data of sensor networks. The proposed method is based on a general distributed regression framework that models sensor data by fitting a global function to each of the local measurements and explores the possible extensions of distribution regression by using complex signal representations. In order to reduce the amount of processed data and the required communication, the signal model has to be as compact as possible, with the ability to restore the arbitrary measurements. To achieve this requirement, data compression step is included, where the basis function set is changed to an overcomplete set. This have better advantages in case of nonstationary signal modeling than complete base representation.

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Localization of Metadata Elements in the Art Museum Community

  • 남영준;이승민
    • 한국문헌정보학회지
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    • 제46권2호
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    • pp.175-197
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    • 2012
  • The art museums in South Korea are mostly small-scaled institutions with small amount of art works. Thus, internationally accepted metadata standards such as CDWA and VRA Core may not be efficient to manage their collections. Because of these distinct local characteristics, there is a need to create a set of metadata elements that can be used for the art museum community in the country. This research aims to propose a set of metadata elements customized to fit into the context of small-scaled art museums in South Korea. The construction of the element set was not from scratch but on the basis of existing standards such as CDWA, VRA Core, and Dublin Core. By identifying core elements that are indispensable in describing art works and collecting opinions of experts in art museums, the proposed set of metadata elements is expected to support the operation and management of art works and satisfy the localized needs of the art museum community.

환경요인에 따른 지역공공재 생산비용의 격차 추정 (The Estimation of Production Cost of Local Public Goods with Environmental Difference)

  • 최영호;박상우
    • 지역연구
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    • 제12권2호
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    • pp.21-36
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    • 1996
  • This thesis focused on the extent of the area-by-area gap of the unit production cost that should be taken into account without exception in supply of the local public goods production cost. With the advent of the local autonomy era, what should be considered in the local governmen's production of the local public goods are the government's fiscal capacity and the environmental difference that shows up in accordance with the area's characteristics. Though with the same level of the fiscal capacity, an occurrence of environmental difference will lead inevitably to the different level of actual supply of the local public goods. The method of analysis used in this thesis was first to bring out implicit price, to combine this with induced expenditure function, to separate demand function parameter and cost function parameter, and then to analyzed the impact of environmental variables on the production cost. The environmental variables were set on the basis of the ones that affected expenditure per person of the public goods. The analysis was conducted in distinction of city areas and county areas. The results showed that, in cases of cities, more production cost of the public goods was in presence in urban areas and in areas where there was sluggish development. In other words, distinction could be drawn between areas where there was a large consumption of production cost resulting from poor environmental sparked by slow development and those where additional costs were required due to population concentration caused by a certain level of accomplished development. In the meantime, in cases of county areas, the results were around the same. However, a comparison between city areas and county ones told that overall difference between city areas was not that big in the production cost while that in county areas was large enough. In times ahead, in implementation of grant-in-aid scheme, production cost index for local public goods could be used as it was written in consideration of environmental characteristics of areas concerned.

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지역별 여성의 인구구조와 취업특성 (Population and Employment Structure of Women by Region)

  • 김태홍
    • 한국인구학
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    • 제21권2호
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    • pp.37-57
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    • 1998
  • 이 논문은 통계청의 연구비지원으로 수행한 연구인 ‘여성인구의 특성 및 변화’의 일부로서, 인구학회와 통계청이 공동으로 개최한 <인구변화와 한국사회의 미래변화에 대한 세미나>에서 발표한 논문을 수정한 것이다. 여성의 인구구조는 지역간의 인구이동에도 불구하고 지역별로 상당히 다르고, 여성의 경제활동상태와 취업구조 또한 지역별 산업구조의 차이로 인해서 지역간에 상당한 차이를 보인다. 그럼에도 불구하고 지금까지 지역별 여성의 인구구조와 취업구조의 차이에 대한 연구가 거의 이루어지지 않고, 지방정부 또한 지역여성인구에 대한 특성을 제대로 파악하지 못하고 있다. 그 결과 지방정부가 수립${\cdot}$시행하고 있는 여성정책들의 실효성과 효율성은 상당히 낮은 것으로 평가되고 있다. 이에 본 논문은 <인구주택총조사> 2% 표본자료의 기술적인 분석(descriptive analysis)을 통해서, 지역별 여성의 인구구조, 경제활동상태, 취업구조 등에 대한 개괄적인 현황을 파악하고, 향후 지방정부의 여성정책에 대한 기본적인 방향을 제시하였다.

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저니키 모멘트 기반 지역 서술자를 이용한 실시간 특징점 정합 (Real-Time Feature Point Matching Using Local Descriptor Derived by Zernike Moments)

  • 황선규;김회율
    • 대한전자공학회논문지SP
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    • 제46권4호
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    • pp.116-123
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    • 2009
  • 서로 다른 시점의 두 영상에서 동일한 점들을 정합하는 특징점 정합은 다양한 영상 처리 분야에서 널리 사용되고 있으며, 최근에는 실시간으로 동작하는 특징점 정합에 대한 요구가 높아지고 있다. 본 논문은 저니키 모멘트 기반의 지역 서술자를 이용하여 특징점을 실시간으로 정합하는 방법을 제안한다. 빠른 모서리 점 검출 방법을 이용하여 입력 영상으로부터 특징점을 추출하고, 각 특징점에서 저니키 모멘트를 이용한 지역 서술자를 생성한다. 저니키 모멘트 기반의 지역 서술자는 특징점 주변의 부분 영상을 적은 차수의 특징 벡터로써 효율적으로 표현하며, 영상의 회전과 밝기 변화에 강인하다. 본 논문에서는 저니키 모멘트 계산을 실시간으로 수행하기 위하여 고정된 크기의 저니키 기저 함수를 미리 계산하여 이를 룩업 테이블에 저장하여 사용한다. 특징점 정합 단계에서는 근사 최근방 이웃(ANN) 방법을 사용하여 초기 정합 결과를 얻고, 이 중 잘못된 정합은 RANSAC 알고리즘을 이용하여 제거함으로써 최종 정합 결과를 얻는다. 실험 결과 제안하는 방법은 다양한 변환이 존재하는 영상에 대하여 실시 간으로 특징점 정합을 수행함을 확인하였다.