• 제목/요약/키워드: Trails

검색결과 355건 처리시간 0.025초

신용카드 사기 검출을 위한 신경망 분류기의 진화 학습 (Evolutionary Learning of Neural Networks Classifiers for Credit Card Fraud Detection)

  • 박래정
    • 한국지능시스템학회논문지
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    • 제11권5호
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    • pp.400-405
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    • 2001
  • This paper addresses an effective approach of training neural networks classifiers for credit card fraud detection. The proposed approach uses evolutionary programming to trails the neural networks classifiers based on maximization of the detection rate of fraudulent usages on some ranges of the rejection rate, loot minimization of mean square error(MSE) that Is a common criterion for neural networks learning. This approach enables us to get classifier of satisfactory performance and to offer a directive method of handling various conditions and performance measures that are required for real fraud detection applications in the classifier training step. The experimental results on "real"credit card transaction data indicate that the proposed classifiers produces classifiers of high quality in terms of a relative profit as well as detection rate and efficiency.

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Development of Intelligent Mobile Robot with electronic nose

  • Byun, Hyung-Gi;Ham, Yu-Kyung;Kim, Jung-Do;Park, Ji-Hyeok;Shon, Won-Ryul
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2001년도 ICCAS
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    • pp.137.2-137
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    • 2001
  • We have been developed an intelligent mobile robot with an artificial olfactory function to recognize odours and to track odour source location. This mobile robot also has been installed an engine for speech recognition and synthesis, and is controlled by wireless communication. An artificial olfactory system based on array of 7 gas sensors has been installed in the mobile robot for odour recognition, and 11 gas sensors also are located in the bottom of robot to track odour sources. 3 optical sensors are also included in the intelligent mobile robot, which is driven by 2 D.C. motors, for clash avoidance in a way of direction toward an odour source. Throughout the experimental trails, it is confirmed that the intelligent mobile robot is capable of not only the odour recognition using artificial neural network algorithm, but also the tracking odour source using the step-by-step approach method ...

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Partial replacement of fine aggregates with laterite in GGBS-blended-concrete

  • Karra, Ram Chandar;Raghunandan, Mavinakere Eshwaraiah;Manjunath, B.
    • Advances in concrete construction
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    • 제4권3호
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    • pp.221-230
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    • 2016
  • This paper presents a preliminary study on the influence of laterite soil replacing conventional fine aggregates on the strength properties of GGBS-blended-concrete. For this purpose, GGBS-blended-concrete samples with 40% GGBS, 60% Portland cement (PC), and locally available laterite soil was used. Laterite soils at 0, 25, 50 and 75% by weight were used in trails to replace the conventional fine aggregates. A control mix using only PC, river sand, course aggregates and water served as bench mark in comparing the performance of the composite concrete mix. Test blocks including 60 cubes for compression test; 20 cylinders for split tensile test; and 20 beams for flexural strength test were prepared in the laboratory. Results showed decreasing trends in strength parameters with increasing laterite content in GGBS-blended-concrete. 25% and 50% laterite replacement showed convincing strength (with small decrease) after 28 day curing, which is about 87-90% and 72-85% respectively in comparison to that achieved by the control mix.

인공위성 영상자료를 이용한 북한산국립공원 휴식년제도의 효과 분석 (Assessment of the Effectr of Closing Trails in Puk'ansan National Park Based on Satellite Image Analysis)

  • 이혜선;이인성;윤은주
    • 한국환경생태학회지
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    • 제13권2호
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    • pp.153-159
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    • 1999
  • 이 논문은 북한산국립공원에서 1994년부터 실시하고 있는 자연휴식년제도의 효과를 검증하고 추후 휴식년의 적용이 필요한 구간을 파악하기 위하여 인공위성 영상자료를 이용하여 휴식년 적용구간과 그 주변 등산로의 식생활력의 변화를 분석하였다. 이용된 자료는 1988년, 1992년, 1994년, 1996년 9월의 Landsat TM 영상으로, ER Mapper 및 Arc/Info GIS를 이용하여 분석하였고, 식생활력의 측정은 중합차식생지수(NDVI)에 기반한 평균비율(MR)을 이용하였다. 분석결과 휴식년 적용구간의 경우 88년 이후 감소양상을 보이던 식생활력이 휴식년제도가 실시된 94년 이후 뚜렷하게 증가하여 휴식년제도의 실시가 식생활력을 증가시키는 효과가 있었음을 보여주었다. 기타 등산로의 경우는 92년 이후 식생활력이 정체 또는 감소추세를 나타내었으며, 그 중 일부 구간은 식생활력의 저하가 특히 두드러지게 나타나 추후 휴식년제도의 적용이 필요한 구간으로 판단되었다.

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Evaluation of Refining Strategies for Combined use of Softwood and Eucalyptus Pulps in Papermaking

  • Manfredi, Vail
    • 한국펄프종이공학회:학술대회논문집
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    • 한국펄프종이공학회 2006년도 PAN PACIFIC CONFERENCE vol.1
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    • pp.37-42
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    • 2006
  • The paper discusses the combined use of softwood and eucalyptus kraft pulps in the production of printing and writing papers. Looking for process and paper quality optimization, refining pilot plant trails were carried to identify the effects of refining type (mixed or separate) and intensities (specific edge load), and also furnish composition (amount of each pulp in mixture) on final paper quality and process costs. The basic effects on pulp fibers were evaluated against paper quality properties, such as physical strengths, bulk, vessel picking, opacity and porosity, as well as the interactions with papermaking process, such as estimates of paper machine runnability, paper breaks and industrial refining control. The results show that the furnish composition and the type of refining has a significant effect on properties related with both final paper quality and total costs. The best alternative for printing and writing papers was identified for mixed refining, under the lowest refining intensity, and with the highest dosage of eucalyptus pulp.

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Knowledge, Knowledge… Knowledge for My Economy

  • FREEMAN, RICHARD B.
    • KDI Journal of Economic Policy
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    • 제37권2호
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    • pp.1-21
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    • 2015
  • The creation of S&T knowledge and development of S&T- based innovation has spread worldwide from traditionally advanced countries to traditionally developing countries, often under the direction of governments. Korea is an exemplar in this new locus. Korea's burst in Science and Technology during the last three decades has made Korea a substantive player in the global production of S&T knowledge and its application to business. Although Korea still trails the US and other top countries in the quality of research, it has leaped from its 1980s standing as bit player in the knowledge economy to being among the leaders in the early 21st Century. This paper shows that Korea's advance benefited from its active participation in the global market in higher education, in international research collaborations, and its close ties to the U.S. Korea's experience offers lessons for other countries who seek to advance by becoming knowledge economies. Korea proves that a developing country can gain comparative advantage in knowledge production and use; that government policy can stimulate such a development; and that openness to the world of higher education and research is the best way to move forward and overcome the middle income trap.

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장애물 높이에 따른 성인과 노인의 족저압 분포 비교 (The Comparison of Plantar Foot Pressure Distribution in Adult and Elderly according Obstacle Heights)

  • 장종성;이명희
    • The Journal of Korean Physical Therapy
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    • 제26권4호
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    • pp.257-261
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    • 2014
  • Purpose: The purpose of this study was to compare plantar foot pressure distribution in adults and elderly according to obstacle height. Methods: Nine healthy adults and nine older adults were recruited and the subjects provided written informed consent consent prior to participation. Both groups walked and crossed obstacles with heights of 0%, 10%, 20%, and 30% of their height. Foot pressure was measured by peak pressure using the Pedar System (Novel Gmbh, Germany) during obstacle walking with barefeet in shoes. Three trails were calculated on eight areas and then averaged for data analysis. Results: A significant difference in great toe, little toes, and lateral metatarsal area was observed between adults and elderly groups, but other areas did not show significant differences. Foot pressure was increased in groups according to obstacle height. Conclusion: These findings showed that change in foot pressure distribution is more lateral in elderly in order to maintain postural control during obstacle crossing.

여자 창던지기 시 시기 별 기록과 릴리즈 요인과의 관계 (Relationship Official Records and Release Parameters to Trails in Women's Javelin Throwing)

  • 김태삼;이미숙;남정훈
    • 한국콘텐츠학회:학술대회논문집
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    • 한국콘텐츠학회 2012년도 춘계 종합학술대회 논문집
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    • pp.405-406
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    • 2012
  • 이 연구는 여자 창던지기 선수들의 투사요인, 창 각의 특성과 기록과의 관계를 통해서 기록에 미치는 영향을 분석한 것이다. 투사요인 중 투사높이와 투사속도가 기록과 정적 관계를 보이면서 릴리즈순간 투사높이가 높고, 투사속도가 클수록 기록이 좋은 것으로 나타났다. 특히 창 각과 관련된 자세각과 공격각의 경우 기록과 낮은 관계를 보인 반면에 요 각은 기록과 정적 관계를 보여 릴리즈 순간 0보다 큰 각도에서 릴리즈가 이루어져야하는 것으로 나타났다.

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EDI통제의 효율성 결정: DEA 방법론 (Determination of Control Efficiency in EDI : DEA Approach)

  • 이상재;한인구
    • 한국경영과학회지
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    • 제25권1호
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    • pp.1-13
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    • 2000
  • Electronic Data Interchange (EDI) has a significant impact on business practices by eliminating paper related adult trails and enabling transactions to be processed at high speed without human intervention. Major advantages advangtages and benefits derived from EDI, however, depend upon the usage of EDI controls. Management must determine whether their investment on EDI controls is appropriate, as the establishment of EDI controls demandds much resources and high skills. This study proposes data envelopment analysis model to identify efficient and inefficient EDI control systems in various context of input (formal and automated EDI controls) and output (EDI implementation and performance). DEA can also determine the factors that are significantly different between efficient and inefficient groups. The model is tested using data collected form EDI adopters.

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토지이용의 상충성 해결을 위한 지도학적 모델의 개발 (Development of Cartographic Models for the Resolution of Conflicting Land Use)

  • 이기철
    • 대한공간정보학회지
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    • 제2권1호
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    • pp.131-139
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    • 1994
  • 지형공간정보체계와 지도학적 모델링 기법이 전형적인 토지이용계획과정을 개선시키는 방안으로 활용되었다. 미국 국립산림지역에서는 ORV전용도로, 산림 생산지, 산림 우송도로 및 야생동물 서식처 동의 토지이용이 복합적으로 결정되어야 한다. 이러한 복합적 토지이용에서 나타나는 상충성을 해결하기 위해 자동적인 지도공간 모델이 개발되었다. 서술적 모델링과 기술적 모델링기법은 복합적 토지이용의 결정을 효율적이고 효과적으로 처리할 수 있었다.

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