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A Study on Prediction the Movement Pattern of Time Series Data using Information Criterion and Effective Data Length (정보기준과 효율적 자료길이를 활용한 시계열자료 운동패턴 예측 연구)

  • Jeon, Jin-Ho;Kim, Min-Soo
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.13 no.1
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    • pp.101-107
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    • 2013
  • Is generated in real time in the real world, a large amount of time series data from a wide range of business areas. But it is not easy to determine the optimal model for the description and understanding of the time series data is represented as a dynamic feature. In this study, through the HMM suitable for estimating the short and long-term forecasting model of time-series data to estimate a model that can explain the characteristics of these time series data, it was estimated to predict future patterns of movement. The actual stock market through various materials, information criterion and optimal model estimation for the length of the most efficient data was found to accurately estimate the state of the model. Similar movement patterns predictive than the long-term prediction is more similar to the short-term prediction of the experimental result were found to be.

FEATURES OF HISTOPATHOLOGIC AND RADIOGRAPHIC FINDINGS IN BISPHOSPHONATE-RELATED OSTEONECROSIS OF JAW-CLINICAL REVIEW (Bisphosphonate-related osteonecrosis of the jaw의 병리조직학적 소견 및 방사선학적 특징에 대한 임상적 고찰)

  • Ohe, Joo-Young;Kwon, Yong-Dae;Kim, Yeo-Gab;Lee, Baek-Soo;Yoon, Byoung-Wook;Choi, Byoung-Jun
    • Journal of the Korean Association of Oral and Maxillofacial Surgeons
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    • v.34 no.5
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    • pp.550-554
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    • 2008
  • Bisphosphonates (BPs) are a class of agent used to treat patient with osteoporosis or malignant bone metastases. BPs can be categorized into 2 groups: nitrogen-containing and non-nitrogen containing. Nitrogen-containing BPs are considered to have more toxicity. Despite their clinical benefits, bisphosphonate-related osteonecrosis of jaw(BRONJ) is a significant complication to patients receveing these drugs. Since the first description of BRONJ in 2003 by Marx, the number of reports on BRONJ has been rapidly increasing. BRONJ is considered as an emerging problem in oral & maxillofacial surgery. Generally, osteonecrosis in the maxilla is rare, however BRONJ is found both in the maxilla and the mandible. This is an important feature of BRONJ compared to common infectious osteomyelitis of the jaw. Growing number of case reports, suggest that bisphosphonate therapy may cause exposed, necrotic bone. BRONJ has simillar features compared to IORN (infected osteoradionecrosis). BRONJ has meaningful features established through the interestigation on histopathologic and radiographic findings. These features have an impact on treatment plan and prognosis. This presentation contemplates on features of histopathologic and radiographic findings in bisphosphonate-related osteonecrosis of the jaw.

Analysis of Mobility Robustness Optimization Technology in LTE Self Organization Networks (LTE 자가구성 네트워크에서 MRO 기술 분석)

  • Yang, Mo-Chan
    • The Journal of the Korea institute of electronic communication sciences
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    • v.14 no.6
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    • pp.1025-1030
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    • 2019
  • This paper describes SON(: Self Organization Network) technology in LTE networks. The SON is a unique feature of LTE compared to previous cellular systems such as UMTS and GSM, and it is a tool that effectively derives the best performance in the time-varying wireless radio environment. Also, the SON has the ability for the operator to automate the setting of the network, allowing for centralized planning and reducing the need for manual work. The SON is largely divided into three categories: Self-Configuration, Self-Optimization, and Self-Healing. Each large categories has a detailed description of technology, and the technologies in each categories are gathered to complete the technology called the SON. In this paper, we focus on MRO which is one of the Self-Optimization technique in each of the three categories.

A Study on the Main Characteristics of ICC Arbitration and the Ways to Expand of KCAB Arbitration (ICC중재의 주요특징과 KCAB중재의 활성화 방안에 관한 연구)

  • Sin, Jung-Sik;Kim, Yong-Il;Park, Se-Hun
    • THE INTERNATIONAL COMMERCE & LAW REVIEW
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    • v.33
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    • pp.121-144
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    • 2007
  • The International Chamber of Commerce has been the world's leading organization in the field of international commercial dispute resolution. Established in 1923 as the arbitration body of ICC, the International Court of Arbitration has pioneered international commercial arbitration as it is known today. The ICC International Court of Arbitration is the world's foremost institution in the resolution of international business disputes. While most arbitration institutions are regional or national in scope, the ICC Court is truly international. The purpose of this paper is to examine their advantages and to introduce main contents provided in ICC Rules of Arbitration as follows; First, before the actual merits of the case can be addressed, the Arbitral Tribunal must first draw up the Terms of Reference. The Terms of Reference should include the particulars listed in the ICC Rules. Apart from the full names and description of the parties and arbitrators, the place of arbitration and a summary of the parties' respective claims, they contain particulars concerning the applicable procedural rules and any other provisions required to make the Award enforceable at law Second, the Scrutiny is a fundamental feature of ICC arbitration and is one that distinguishes it from the other major international arbitration rules. The scrutiny system has two aspects ; the first is to identify or modify the defects of form, while the second is to draw the arbitrators' attention to points of substance. Third, as soon as practicable, the Court fixes an advance on costs intended to cover the estimated fees and expenses of the arbitrators, as well as the administrative expenses of ICC. Specially, the advance on costs fixed by the Court shall be payable in equal shares by the Claimant and Respondent. Finally, the parties are also free to select the arbitrator or arbitrators of their choice. The Court or the Secretary General confirms arbitrators nominated by the parties. Taking a step forward, to upgrade the quality of the award of KCAB, it is desirable to consider how to incorporate the main contents of the ICC Arbitration into Korea Commercial Arbitration Rules.

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A Comparative Analysis on the Costume Patterns Between 18th Century France and Chinese Qing Dynasty (중국 청조(淸朝)의 복식 문양과 18세기 프랑스 복식 문양 비교연구)

  • Kim, Myung-Eun;Bae, Soo-Jeong
    • Journal of the Korean Society of Costume
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    • v.64 no.7
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    • pp.29-44
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    • 2014
  • This thesis aims to compare the representative costume patterns of the Chinese Qing dynasty and contemporary $18^{th}$ century French costumes. As a research method, qualitative research was performed to compare and analyze the patterns of the flowers, the birds and pagoda shown in Qing dynasty and France. The results are as follows: The Chinese flower patterns used the embroidery technique for 3-step gradation colors to decorate flowers with less than 10 petals. Also, the forms of the flowers were large and simple in China. The flower patterns of the 18th century France is more similar to those of Qing dynasty than to the traditional French flower patterns. They used the drawing technique for the gradation colors and completed the work by embroidery. In the case of bird patterns, the crane on menswear, and the phoenix on women's wear were applied to signify the symbolic feature of the Chinese symbolism. On the other hand, those in France were used solely for the division of the gender. As a result the clear form of the birds in China contrasted with the unclear forms of birds in France. During the influx of mandarine square to France from China, the application of crane and phoenix according to gender seems to be stressed emphatically without considering their symbolic meaning. In light of the pagoda pattern, Qing dynasty showed interest only in the form of pagoda, denoting the simple two-tier structure without detailed description. Whereas in France, the pagodas were three or four tiers, with gorgeous colors and much more detail than those of Qing dynasty. In conclusion, the main determinants of influences on the patterns of France from China would be forms, colors, constructions and technique of embroidery, along with the disregard for symbolic significance.

Design and Implementation of Interactive Multi-view Visual Contents Authoring System (대화형 복수시점 영상콘텐츠 저작시스템 설계 및 구현)

  • Lee, In-Jae;Choi, Jin-Soo;Ki, Myung-Seok;Jeong, Se-Yoon;Moon, Kyung-Ae;Hong, Jin-Woo
    • Journal of Broadcast Engineering
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    • v.11 no.4 s.33
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    • pp.458-470
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    • 2006
  • This paper describes issues and consideration on authoring of interactive multi-view visual content based on MPEG-4. The issues include types of multi-view visual content; scene composition for rendering; functionalities for user-interaction; and multi-view visual content file format. The MPEG-4 standard, which aims to provide an object based audiovisual coding tool, has been developed to address the emerging needs from communications, interactive broadcasting as well as from mixed service models resulting from technological convergence. Due to the feature of object based coding, the use of MPEG-4 can resolve the format diversity problem of multi-view visual contents while providing high interactivity to users. Throughout this paper, we will present which issues need to be determined and how they can be realized by means of MPEG-4 Systems.

A Bugetary Management Pattern Marketing Based on The Adaptive Accounting Control System (적응형(適應形) 회계(會計)시스템에 의한 마아케팅 부문(部門)의 예산관리(豫算管理) 모형(模型))

  • Park, Dae-Kyu
    • Korean Business Review
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    • v.2
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    • pp.171-204
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    • 1989
  • The adaptive accounting control system can be regarded as an realistic control system which can adapt itself to uncertain enviromental changes. It has characters that can measure the extend to which we attain our goals and give intelligence, which is essential to planning for the future and for decision making. The budget should present the aim of the compilation of the budget and synthesize the limit through the systematic plan about the utilization of resources, because is a financial plan that is used as estimate of future management operations and as a control of it. If we would like to make good use of this business budget as a tool for planning, we should try to opimize all over the business by relating business operation as far as the effective use of the economic resources in business and the supplying of it are concerned and financial budgets to the responsibility unit center. As this paper is about the budgetary management pattern of marketing based on the adaptive accounting control system, I shall begin with a description of the feature and role of responsible accounting system in management accounting. I shall also deal with the Ex ante accounting system and the Ex post optimum accounting system which are essential to the control stage of business budgeting. And finally, accounting to the control process of adaptive accounting system that fit in with the reality, I shall design a budgetary management pattern of marking section. I wish this paper would be helpful to the activity of budgetary management. A budget is an important step of diverging point. Consequently, when we set up a budgetary pattern based on the adaptive accounting system as far as the control accounting is concerned. I believe that the step of responsible accounting will be a more elaborate and scientific step of management.

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Estimation of the frequency component and the orientational angle in texture image based on the QPS filter (QPS 필터에 의한 질감영상의 주파수성분과 방향각 평가)

  • 류재민;박종안
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.21 no.5
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    • pp.1123-1131
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    • 1996
  • Several improved quadrature polar separable (QPS) filters have been proposed and applied in texture processing since Knutsson proposed the QPS filter. They include a Knutsson's cosine function or oan exponential attenuation function, as the orientational function, and a Knutsson's exponential function or a finite prolate spheroidal sequence (FPSS) or an asymptotic FPSS, as the radial weighting functions. They represent different properties in terms of the generation of texture images, the orientational estimation, and the segmentation of synthetic texture image. In this paper, we have constructed several kernal functions for the 2-D QPS filter and analyzed their properties. A series of experiments have been carried out in order to estimate the frequency components and orientational angles of a local texture in Fourier domain. finally some problems encountered in applying QPS filters to feature description and segmentation are considered. Experimental results show that the improved Knutsson's filter and the asymptotic FPSS filter are useful in terms of the orientational estimation and the sementation of synthetic texture image.

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Multi-FNN Identification Based on HCM Clustering and Evolutionary Fuzzy Granulation

  • Park, Ho-Sung;Oh, Sung-Kwun
    • International Journal of Control, Automation, and Systems
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    • v.1 no.2
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    • pp.194-202
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    • 2003
  • In this paper, we introduce a category of Multi-FNN (Fuzzy-Neural Networks) models, analyze the underlying architectures and propose a comprehensive identification framework. The proposed Multi-FNNs dwell on a concept of fuzzy rule-based FNNs based on HCM clustering and evolutionary fuzzy granulation, and exploit linear inference being treated as a generic inference mechanism. By this nature, this FNN model is geared toward capturing relationships between information granules known as fuzzy sets. The form of the information granules themselves (in particular their distribution and a type of membership function) becomes an important design feature of the FNN model contributing to its structural as well as parametric optimization. The identification environment uses clustering techniques (Hard C - Means, HCM) and exploits genetic optimization as a vehicle of global optimization. The global optimization is augmented by more refined gradient-based learning mechanisms such as standard back-propagation. The HCM algorithm, whose role is to carry out preprocessing of the process data for system modeling, is utilized to determine the structure of Multi-FNNs. The detailed parameters of the Multi-FNN (such as apexes of membership functions, learning rates and momentum coefficients) are adjusted using genetic algorithms. An aggregate performance index with a weighting factor is proposed in order to achieve a sound balance between approximation and generalization (predictive) abilities of the model. To evaluate the performance of the proposed model, two numeric data sets are experimented with. One is the numerical data coming from a description of a certain nonlinear function and the other is NOx emission process data from a gas turbine power plant.

Assessment and quantification of hurricane induced damage to houses

  • Chiu, Gregory L.F.;Wadia-Fascetti, Sara Jean
    • Wind and Structures
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    • v.2 no.3
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    • pp.133-150
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    • 1999
  • Significant costs to the public and private sectors due to recent extreme wind events have motivated the need for systematic post-hurricane damage data collection and analysis. Current post disaster data are collected by many different interested groups such as government agencies, voluntary disaster relief agencies, representatives of media companies, academicians and companies in the private sector. Each group has an interest in a particular type of data. However, members of each group collect data using different techniques. This disparity in data is not conducive to quantifying damage data and, therefore, inhibits the statistical and spatial description of damage and comparisons of damage among different extreme wind events. The data collection does not allow comparisons of data or results of analyses within a group and also prohibits comparison of damage data and information among different groups. Typically, analyses of data from a given event lead to different conclusion depending upon the definition of damage used by individual investigators and the type of data collected making it difficult for members of groups to compare the results of their analyses with a common language and basis. A formal method of data collection and analysis-within any single group-would allow comparisons to be made among different individuals, hazardous events and eventually among different groups, thus facilitating the management and reduction of damage due to future disaster. This research introduces a definition of damage to single family dwellings, and a common method of data collection and analysis suited for groups interested in regional characterization of damage. The current state-of-data is presented and a method for data collection is recommended based on these existing data collection methods. A fixed-scale damage index is proposed to consider the damage to a dwelling's feature. Finally, the damage index is applied to three dwellings damaged by Hurricane Iniki (1992). The damage index reflects the reduced functionality of a structure as a single family detached dwelling and provides a means to evaluate regional damage due to a single event or to compare damage due to events of different severity. Evaluation of the damage index and the data available support recommendation for future data collection efforts.