• 제목/요약/키워드: advanced case-based reasoning

검색결과 37건 처리시간 0.02초

An Integrated Approach Using Change-Point Detection and Artificial neural Networks for Interest Rates Forecasting

  • Oh, Kyong-Joo;Ingoo Han
    • 한국지능정보시스템학회:학술대회논문집
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    • 한국지능정보시스템학회 2000년도 춘계정기학술대회 e-Business를 위한 지능형 정보기술 / 한국지능정보시스템학회
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    • pp.235-241
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    • 2000
  • This article suggests integrated neural network models for the interest rate forecasting using change point detection. The basic concept of proposed model is to obtain intervals divided by change point, to identify them as change-point groups, and to involve them in interest rate forecasting. the proposed models consist of three stages. The first stage is to detect successive change points in interest rate dataset. The second stage is to forecast change-point group with data mining classifiers. The final stage is to forecast the desired output with BPN. Based on this structure, we propose three integrated neural network models in terms of data mining classifier: (1) multivariate discriminant analysis (MDA)-supported neural network model, (2) case based reasoning (CBR)-supported neural network model and (3) backpropagation neural networks (BPN)-supported neural network model. Subsequently, we compare these models with a neural networks (BPN)-supported neural network model. Subsequently, we compare these models with a neural network model alone and, in addition, determine which of three classifiers (MDA, CBR and BPN) can perform better. This article is then to examine the predictability of integrated neural network models for interest rate forecasting using change-point detection.

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Functional Neuroimaging of General Fluid Intelligencein Prodigies

  • Lee, Kun-Ho
    • 한국영재학회:학술대회논문집
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    • 한국영재학회 2003년도 춘계학술대회
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    • pp.137-138
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    • 2003
  • Understanding how and why people differ is a fundamental, if distant, goal of research efforts to bridge psychological and biological levels of analysis. General fluid intelligence (gF) is a major dimension of individual differences and refers to reasoning and novel problemsolving ability. A conceptual integration of evidence from cognitive (behavioral) and anatomical studies suggeststhat gF should covary with both task performance and neural activity in specific brain systems when specific cognitive demands are present, with the neural activity mediating the relation between gF and performance. Direct investigation of this possibility will be a critical step toward a mechanistic model of human intelligence. In turn, a mechanistic model might suggest ways to enhance gF through targeted behavioral or neurobiological intervent ions, We formed two different groups as subjects based on their scholarly attainments. Each group consists of 20 volunteers(aged 16-17 years, right-handed males) from the National Gifted School and a local high school respectively. To test whether individual differences in general intelligence are mediated at a neural level, we first assessed intellectual characteristics in 40 subjects using standard intelligence tests (Raven's Advanced Progressive Matrices, Wechsler Adult Intelligence Scale, Torrance Tests of Creative Thinking) administered outside of the MR scanner. We then used functional magnetic resonance imaging (fMRl) to measure task-related brain activity as participants performed three different kinds of computerized reasoning tasks that were intended to activate the relevant neural systems. To examine the difference of neural activity according to discrepancy in general intelligence, we compared the brain activity of both extreme groups (each, n=10) of the participants based on the standard intelligence test scores. In contrast to the common expectation, there was no significant difference of brain region involved in high-g tasks between both groups. Random effect analysis exhibited that lateral prefrontal, anterior cingulate and parietal cortex are associated with gF. Despite very different task contents in the three high-g-low-g contrasts, recruitment of multiple regions is markedly similar in each case, However, on the task with high 9F correlations, the Prodigy group, (intelligence rank: >99%) showed higher task-related neural activity in several brain regions. These results suggest that the relationship between gF and brain activity should be stronger under high-g conditions than low-g conditions.

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CARE (CAse REport) 지침에 의한 한방비만학회지 증례 논문에 대한 보고의 질 평가: 2013년~2018년 증례보고를 중심으로 (Evaluation of the Quality of Case Reports of the Journal of Korean Medicine for Obesity Research from 2013 to 2018 According to the CARE (CAse REport) Guidelines)

  • 박경무;최성열;이주아;송윤경
    • 한방비만학회지
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    • 제18권2호
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    • pp.144-151
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    • 2018
  • Objectives: The purpose of this study is to evaluate the quality of case reports of the Journal of Korean Medicine for Obesity Research by the Case Report (CARE) guidelines. Methods: Case reports published in the Journal of Korean Medicine for Obesity Research from January 2013 to July 2018 were searched from Oriental Medicine Advanced Searching Integrated System (OASIS). We assessed the quality of reporting based on CARE guidelines. Results: A total of 8 case reports were finally included for the assessment. There was a deviation in the sub-item reporting rate by a maximum 75% and a minimum 57.14% in case reports. The 10 sub-items mentioned below, such as 'Timeline', 'Diagnostic challenges', 'Diagnostic reasoning including other diagnoses considered', 'Prognostic characteristics', 'Changes in intervention', 'Important follow-up diagnostic evaluations and other test results', 'Intervention adherence and tolerability', 'Adverse and unanticipated events', 'Patient perspective' and 'Informed consent' were reported below 30%. Conclusions: Efforts to diversify the subject of the case study and to apply appropriate reporting guidelines are needed to improve the quality of the case report contributed to the Journal of Korean Medicine for Obesity Research.

에이전트 기반의 인간 미개입형 함정전투 M&S 시스템 설계 및 서해교전 사례연구 (Design of No-human-in-the-Loop Battleship Warfare M&S System applied to the Korea Yellow Sea Warfare Case using Agent-based Modeling)

  • 지승도;유용준;정찬호;이장세;김재익
    • 한국시뮬레이션학회논문지
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    • 제17권2호
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    • pp.49-61
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    • 2008
  • 대부분의 함정 전투체계의 교전 시뮬레이션은 필수적으로 운용자(통제관 및 대항군)가 포함될 수밖에 없음으로 인해 시뮬레이션은 실시간 정도의 저속이며, 시뮬레이션 결과도 객관적인 평가가 어렵다. 이러한 문제를 다루기 위해 본 논문에서는 인간 대신 다중 에이전트 시스템을 이용하는 에이전트 기반의 함정전투 M&S 시스템을 제안한다. 에이전트기반 M&S 시스템은 인간의 개입을 배제하고 자율적 추론기능을 제공함으로써 전투체계의 효과도 분석 및 운용전술개발 등께 대한 효과적인 지원을 가능하게 해준다. 본 논문에서는 이를 위하여 첨단 M&S 프레임워크와 자율 에이전트 설계 원칙을 도입함으로써 인간 미개입형 M&S 시스템 설계 개념과 방법론을 제시하였고, 서해교전상의 함정전투 사례연구를 통해 그 타당성을 검증하였다.

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공공 건설사업 CM at Risk 적용시 GMP 산출 프로세스 (GMP Calculation Process in CM at Risk for Public Construction Project)

  • 김건성;김정훈;현창택
    • 한국건축시공학회:학술대회논문집
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    • 한국건축시공학회 2020년도 봄 학술논문 발표대회
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    • pp.48-49
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    • 2020
  • Recently the diversification of construction market and the continuous reduction of construction amount are raising the need of alternative delivery method in the construction industry. The foreign advanced companies actively adopted the CM at Risk delivery method where they perform the service of agent CM in the design phase, and agree GMP(Guaranteed Maximum Price) with the client at the time of 50~80% completion of design. Even in Korea they began to apply that method to pilot projects. In CM at Risk, through the early participation of builder, the level of design completion can be improved and the change order and construction period delay can be minimized. On the other hand, GMP is usually calculated when the design is about 80% complete, so there is uncertainty in the construction cost. Therefore, in this research, the increased amounts of construction cost are analyzed in a number of public construction projects, and GMP calculation process is proposed using the analysis results and CBR(Case-Based Reasoning) technique to reduce the construction cost increase in the construction phase.

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한방재활의학과학회지에 게재된 증례보고의 CARE (CAse REport) 지침 준수에 대한 평가: 2016년 이후 발표된 논문들을 중심으로 (Evaluation of Adherence to the CARE (CAse REport) Guidelines of Case Reports in the Journal of Korean Medicine Rehabilitation)

  • 안종현;고준혁;김세윤;김수전;배준형;윤예지;이한솔;장호경;김형석;정석희;이종수;김성수;정원석
    • 한방재활의학과학회지
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    • 제29권3호
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    • pp.75-85
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    • 2019
  • Objectives This study was perfomed to assess the adherance to CARE (CAse REport) guideline of case reports in the Journal of Korean Medicine Rehabilitation Methods We searched the case reports published in the Journal of Korean Medicine Rehabilitation from January 2016 to April 2019 in the database of oriental medicine advanced searching integrated system (OASIS). Then we evaluated the quality of the searched case reports based on the CARE guideline. Results Totally 31 papers were selected after the screening the case reports by the inclusion and exclusion criteria. The report rate of the sub-items of the CARE guideline was 78.26% at the maximum, 60.87% at the maximum, and 70.97% on the average. The following items were reported only in less than 50% of them; 'Timeline', 'Diagnostic challenges', 'Diagnostic reasoning including other diagnoses considered' 'Prognostic characteristics', 'Follow-up and Outcomes', 'Patient Perspective', 'Informed Consent' Conclusions This study is expected to contribute to the overall improvement of the level of case reports in the Journal of Korean Medicine Rehabilitation.

선주의 책임제한과 책임보험의 보상 간의 상호관계: Realice호 사건에서 캐나다 대법원 판결을 중심으로 (Interrelationship between the Shipowner's Limitation of Liability and the Coverage of Liability Insurance: Focus on the Judgment of the Supreme Court of Canada in the Realice Case)

  • 이원정
    • 한국항만경제학회지
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    • 제31권2호
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    • pp.41-53
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    • 2015
  • Paracomon Inc. v. Telus Communication사건('Realice호 사건')에서 Realice호의 닻이 항해과정에서 해저광섬유케이블에 얽히는 사고가 발생하자, 선주사의 대표이사이자 선장은 사용 중인 케이블을 절단해 버렸다. 케이블 소유회사는 선주에게 수리비를 청구하였고, 선주는 케이블 소유회사의 청구액을 책임보험자에게 청구하였다. 그런데 캐나다 대법원은, 선주는 1976년 해사채권에 대한 책임제한에 관한 조약('1976년 책임제한조약')에 따라 케이블 소유회사에 대한 손해배상책임을 일정 한도로 제한할 수 있으나, 케이블을 절단한 선주의 비행은 1993년 캐나다 해상보험법(Canada Marine Insurance Act)상 보험자의 면책사유인 피보험자의 고의적 불법행위(wilful misconduct)에 해당되어 책임보험자에게 보험금을 청구할 수 없다고 판결하였다. 결국 이번 판결로 선주는, 케이블소유회사에 대한 책임제한권은 인정받았으나, 책임보험자에 대한 보험금청구권은 상실하게 되었다. Realice호 사건은 국제조약상 선주에게 인정되는 책임제한과 그에 대한 책임보험의 보상 간의 상호 관계를 최초로 다루고 있다는 점에서 우리에게 시사하는 바가 크다. 따라서 본 논문의 목적은 Realice호 사건에서 대법원의 판결 이유를 분석하고, 해운 보험업계 이해와 지금까지 확립된 해상법에 기초하여 판결의 정당성을 평가하는데 있다. 본 논문은 1976년 책임제한조약의 입법 연혁을 고려할 때 선주가 책임제한권을 갖는다는 대법원의 판결은 타당하지만, 해운 및 보험업계의 이해, 제3자의 직접청구권의 도입취지, 책임제한 배제사유의 입법 과정 등을 고려할 때 책임보험자가 면책된다는 대법원의 판결은 적절하지 않다는 결론을 내린다. 끝으로, 본 논문은 이번 대법원 판결에 기초하여 2014년 세월호 사건에서 선주의 책임제한과 책임보험자의 보상 문제를 검토한다.