• 제목/요약/키워드: Dissimilarity coefficient

검색결과 21건 처리시간 0.021초

DTW와 퓨전기법을 이용한 비유사도 기반 분류법의 최적화 (On Optimizing Dissimilarity-Based Classifications Using a DTW and Fusion Strategies)

  • 김상운;김승환
    • 전자공학회논문지CI
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    • 제47권2호
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    • pp.21-28
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    • 2010
  • 본 논문에서는 동적시간교정법(dynamic time warping: DTW)과 다중퓨전기법(multiple fusion strategy: MFS)을 연속 적용하여 비유사도기반 분류법(dissimilarity-based classification: DBC)을 최적화시키는 방법의 실험결과를 보고한다. DBC란 샘플패턴을 분류하기 위하여 샘플의 특징 값을 이용하는 대신에 샘플들 사이의 비유사도를 측정하여 분류기를 설계하는 방법이다. DTW에서는 다음과 같이 두 단계로 나누어 비유사도를 측정한다. 먼저 상관계수를 이용하여 객체 샘플들을 대응시키기 위한 최적의 대응경로를 찾을 수 있도록 샘플들을 조정한다. 그리고 기존의 거리측정법으로 조정된 샘플들 사이의 비유사도를 측정한다. MFS에서는 분류기결합 뿐만 아니라 비유사도 행렬생성에서도 퓨전기법을 적용한다. 즉, DTW 기법으로 작성한 다수의 비유사도 행렬들을 결합하여 새로운 비유사도 행렬을 생성한 다음, 이 행렬공간에서 여러 개의 베이스 분류기를 학습하여 다시 결합한다. 본 논문에서 제안한 방법을 벤취마크 영상 데이터베이스를 대상으로 실험한 결과, 기존의 방법과 비교하여 분류성능을 향상시킬 수 있음을 확인하였다. 이와 같은 실험결과로 볼 때, 제안 방법을 멀티미디어 정보검색 등과 같은 다른 고차원 응용에도 활용할 수 있을 것으로 사료된다.

Longitudinal Variation of Fish Communities in the Geum River, Korea: Application of the Concept of Beta Diversity and Local Uniqueness

  • Kim, Jeong-Hui;Park, Sang-Hyeon;Baek, Seung-Ho;Hong, Donghyun;Jo, Hyunbin
    • Proceedings of the National Institute of Ecology of the Republic of Korea
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    • 제3권2호
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    • pp.122-128
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    • 2022
  • To present the spatial variation of fish assemblages in the Geum River in Korea, the concept of beta diversity (β-diversity) estimates based on the variance of the community data table was applied. Fish communities and environmental variables were collected from 13 sampling sites along the in mid-low reaches of the River. We calculated the β-diversity and local contribution to beta diversity (LCBD) values at each site depending on the two types of data, 'occurrence' with Jaccard and Sørensen dissimilarity coefficients, and 'abundance' with Hellinger distance. Multivariate and correlation analyses were also performed to determine the relationships between LCBD and other variables, such as community indices and physicochemical and hydrological factors. The β-diversity values of fish communities in the River were estimated as 0.218 and 0.145 for occurrence data table with Jaccard and Sørensen respectively, and 0.268 for abundance data. Similar patterns of LCBD along the sampling sites were detected in two dissimilarity measurements of occurrence table, and LCBD values with abundance data were slightly different. The LCBD values are strongly correlated with community indices, and also suitable for indicating the uniqueness of fish assemblages. However, further research is needed to determine the LCBD value as an indicator of environmental variability.

Identification of Genetic Relationships Among Morus alba Genotypes Based on RAPD and ISSR Fingerprinting

  • Kalpana, Duraisamy;Cha, Hyo-Jung;Choi, Tae-Ki;Lee, Yang-Soo
    • 한국자원식물학회지
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    • 제24권6호
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    • pp.675-687
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    • 2011
  • Mulberries have importance in the sericulture industry as food for Bombyx mori, silkworm reared for its silk. Korean Morus alba have many cultivars and, for the protection of these cultivars and for utilization in plant-breeding programs, genetic information and the diversity among cultivars are essential. This study with 14 mulberry genotypes was undertaken using RAPD and ISSR fingerprinting to discover the genetic divergences between cultivars. Polymorphism rate among the cultivars produced by RAPD primer was found to be 64.48% and 66.29% relative to ISSR primer. The genetic relationships among the cultivars were identified using a dendrogram constructed with the UPGMA clustering method. Nei's method was used to calculate the genetic dissimilarity coefficients between each pair of genotypes, and the highest dissimilarity coefficient of 0.246 was exhibited between Suwon and Hwanggum cultivars. To determine the efficiency of each primer, a polymorphic index was calculated, and the robustness of the dendrogram was checked using cophenetic correlation coefficient. The results of this study can be utilized for the improvement of mulberry varieties in plant-breeding programs.

세 물체 간 마찰 완전 접촉 문제의 응력 특이성 거동 (Stress Singularity Behaviour in the Frictional Complete Contact Problem of Three Bodies)

  • 김형규
    • Tribology and Lubricants
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    • 제35권4호
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    • pp.229-236
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    • 2019
  • This study investigates the stress singularity that occurs at the contact edge of three bodies in a frictional complete contact. We use the asymptotic analysis method, wherein we constitute an eigenvalue problem and observe the eigenvalue behavior, which we use to obtain the order of the stress singularity. For the present geometry of three bodies in contact, a contact between a cracked indenter and half plane is considered. This is a typical geometry of the PCMI problem of a nuclear fuel rod. Thus, this paper, specifically presents the characteristics of the PCMI problem from the perspective of stress singularity. Consequently, it is noted that the behavior of the stress singularity varies with the difference in the crack angle, coefficient of friction, and material dissimilarity, as is observed in a frictional complete contact of two bodies. In addition, we find that the stress singularity changes essentially linearly with respect to the coefficient of friction, regardless of the variation in the crack angle and material dissimilarity. Concurrently, we find the order of singularity to be 0.5 at a certain coefficient of friction, irrespective of the crack angle, which we also observe in the crack problem of a homogeneous and isotropic body. The order of singularity can also exceed 0.5 in the frictional complete contact problem of three bodies. This implies that the propensity for failure when three bodies are in frictional complete contact can be even worse than that in case of a failure induced by a crack.

아치형 단동온실의 최적설계를 위한 풍력계수분포도의 분석 (An Analysis of Wind Force Coefficient Distributions for Optimum Design of Single-Span Arched Greenhouse)

  • 이석건;이현우;권무남
    • 생물환경조절학회지
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    • 제4권1호
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    • pp.1-8
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    • 1995
  • One of the most destructive forces around greenhouses is wind. Wind loads can be obtained by multiplying velocity pressure by dimensionless wind force coefficient. Generally, wind force coefficients can be determined by wind tunnel experiments. The wind force coefficient distribution on a single - span arched greenhouse was estimated using experimental data and compared with reported values from various countries. The results obtained are as follows : 1. The coefficients obtained from this study agree with the values proposed by G. L. Nelson except about 0.5 of difference in the middle region of roof section. This discrepancy is mainly attributed to the dissimilarity of experimental conditions (or wind tunnel test such as Reynolds number, type of terrain, surface roughness of model, location of the lapping and measuring methods. 2. Considering that the wind force coefficients are varied along the height of a wall at wind direction perpendicular to wall, structural analysis using subdivided wind force coefficient distribution is more resonable for wall. 3. It is recommendable that wind force coefficient distribution on a roof should take more subdivision than the existing four equal divisions for more accurate structural design. 4. Structural design using wind forces close to real values is more advantageous in safety and expense.

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자생붓꽃의 형태적 특성 및 RAPD 마커에 의한 유연관계 분석 (Morphological Characteristics and Genetic Relationship by RAPD Marker in Iris spp.)

  • 홍성미;고재철
    • Journal of Plant Biotechnology
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    • 제31권1호
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    • pp.19-23
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    • 2004
  • 본 연구는 붓꽃속 식물의 형태적 특성 조사와 RAPD분석을 통해 유전적 다양성과 근연성을 밝히고 유전자 도입을 위한 기초적인 자료를 얻기 위하여 실시하였다. RAPD를 이용하여 국내에서 수집한 자생붓꽃종의 DNA다형성을 조사한 결과 40개의 primer중 8개의 유용한primer가 선발되었고 이들 primer는 108개의 밴드를 나타내었다. 이들 중 다형성 밴드는 107 개였다. Jaccard (1-S$_{J}$ )법에 의한 비유사도 계수는 0.095∼0.699로 나타났고, dendrogram에서 나타난 유전적 근연성은 크게 세 개의 군으로 분류되었다. I군은 연미붓꽃, II군은 타래붓꽃, 제비붓꽃, 노랑꽃창포, 노랑무늬붓꽃이 속해 있었으며, III군은 금붓꽃, 각시붓꽃, 붓꽃, 꽃창포가 속해 있었다.

중엽형 한국잔디(Zoysia spp.)류의 형태적 특성과 RAPDs를 이용한 분류 (Morphological Characteristics of Medium-Leaf Type Zoysiagrasses (Zoysia spp.) and Their Classification Using RAPDs)

  • 최준수
    • 아시안잔디학회지
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    • 제24권2호
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    • pp.88-96
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    • 2010
  • 한국잔디류중 엽폭이 3~4 mm 정도를 보이는 중지류는 최근에 국내에서 가장 널리 이용되고 있는 잔디이다. 본 연구에서는 한국잔디류 중 중엽형 36 계통과 기본 5종의 근연관계를 확인해 보고자 RAPD 방법을 사용하였다. 형태적 특성조사는 엽폭, 잎각도, 최하위 잎의 잎집 길이, 엽모, 지상포복경의 색 등을 조사하였다. 여덟개의 프라이머를 이용하여 19개의 RAPD 마커를 확인하였다. 마커를 이용하여 유전적 유사도를 조사한 결과 0~0.736의 유전적 변이정도가 확인되었다. RAPD 마커를 이용하여 분류한 결과 3개 군으로 나뉘어 졌다. 제1군에는 들잔디와 함께 미국에서 육성된 'Zenith', 'Meyer'등이 포함되었다. 제2군에는 갯잔디, 왕잔디와 함께 '안양중지', '삼덕중지', '평동중지' 등이 포함되었다. 그리고 제3군은 제1군, 제2군과 비교해 유전적으로 거리가 멀게 나타났으며, 금잔디와 비단잔디가 포함되었다. 한국에서 주로 이용되고 있는 '안양중지', '삼덕중지', 그리고 '평동중지' 류는 갯잔디 및 왕잔디와 유전적 유사도가 높은 것으로 나타났다.

Genetic diversity assessment of lily genotypes native to Korea based on simple sequence repeat markers

  • Kumari, Shipra;Kim, Young-Sun;Kanth, Bashistha Kumar;Jang, Ji-Young;Lee, Geung-Joo
    • Journal of Plant Biotechnology
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    • 제46권3호
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    • pp.158-164
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    • 2019
  • Molecular characterization of different genotypes reveals accurate information about the degree of genetic diversity that helps to develop a proper breeding program. In this study, a total of 30 EST-based simple sequence repeat (EST-SSR) markers derived from trumpet lily (Lilium longiflorum) were used across 11 native lily species for their genetic relationship. Among these 30 markers, 24 SSR markers that showed polymorphism were used for evaluation of diversity spectrum. The allelic number at per locus ranged from 1 at SSR2 locus to 34 alleles at SSR15 locus, with an average of 11.25 alleles across 24 loci observed. The polymorphic information content, PIC, values ranged from 0.0523 for SSR9 to 0.9919 for SSR2 in all 24 loci with an average of 0.3827. The allelic frequency at every locus ranged from 0.81% at SSR2 locus to 99.6% at SSR14 locus. The pairwise genetic dissimilarity coefficient revealed the highest genetic distance with a value of 81.7% was in between L. dauricum and L. amabile. A relatively closer genetic distance was found between L. lancifolium and L. dauricum, L. maximowiczii and L. concolor, L. maximowiczii and L. distichum (Jeju), L. tsingtauense and L. callosum, L. cernuum and L. distichum (Jeju ecotype), of which dissimilarity coefficient was 50.0%. The molecular fingerprinting based on microsatellite marker could serve boldly to recognize genetically distant accessions and to sort morphologically close as well as duplicate accessions.

Effect of Slab-base Friction on Response of JCP Slab with Different Material and Geometric Properties

  • Sun, Ren-Juan;Lim, Jin-Sun;Jeong, Jin-Hoon
    • 한국방재학회 논문집
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    • 제7권5호
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    • pp.99-110
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    • 2007
  • A single slab concrete pavement has been modeled and analyzed by ABAQUS program. The stress and displacement of the JCP slab under traffic load with frictionless contact interaction between slab and base calculated by ABAQUS program have been compared with the results obtained by KENSLABS program. The results of the stresses of the two modeling show similar tendency and the difference of the two modeling is very small however the results of the displacement of the two modeling show some dissimilarity. In order to analyze the effects of material and geometric properties on the responses of slab, some varying parameters were chosen as input for the modeling. The changing parameters include the thickness and elastic modulus of the concrete slab, the thickness and elastic modulus of base and the elastic modulus of the subgrade. The contact interaction between the slab and base layer had been also studied and different friction coefficient 0, 2.5, 6.6, 7.5, 8.9 had been used to simulate the different friction interface condition. The results of the analysis showed that the responses of the concrete slab vary with the material and geometric properties of the pavement structure and the slab-base friction condition.

한국전통 식품의 원료인 메주와 누룩에서 분리된 접합균에 대한 연구 (Studies on the Fungal Isolates of Mucorales Collected from Korean Home Made Mejus and Nuluks)

  • 유기원;성창근;이상선;유진영
    • 한국균학회지
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    • 제24권4호통권79호
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    • pp.280-292
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    • 1996
  • The fungal isolates of Mucorales, directly collected from Korean traditional raw materials of Nuruk (raw material for Korean rice wine) and Meju (raw material for Korean soysauces), were compared with those of Rhizopus oryzae purchased. The fungal isolates of Rhizopus, Mucor, and Absidia mostly identified as based on the morphological observations, were evaluated with the PCR-polymorphic bands. The PCR-polymorphic bands of the genomic DNA reacted with the primers of OPD series tenmer were various, but showed averaged 4 to 6 in the agarose-electrophoresis. The dissimilarity coefficient (DC) between two isolates were compared by the cluster analyses, dendrogams and polar ordinations. The isolates of R. oryzae known. showed several groupings within the lower value of DC and were divided to two groups of amylo-process and other fungi with other purposes. The isolates unidentified were identified by the DC made of this results. Taxonomy of these isolates made by the morphological observations were consistent with those resulted above in most case but not in all aspects. More works were needed with the isolates known for detail informations of Mucorales.

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