• Communications for Statistical Applications and Methods
• /
• 제10권1호
• /
• pp.49-60
• /
• 2003

The human sensibility product design requires information on consumer's emotions such as vision, auditory, olfactory, gustatory, or tactile perceptions. In this study, tactile sense which has not been well studied compared to other senses, is measured and statistically analysed. The emotional responses of 37 pairs of positive and negative adjectives describing tactile senses are collected and analysed through the questionnaire to find the correlation between adjectives and surface roughness of the sample. Mean ranks for 37 pairs of adjectives on four samples are obtained, and used to cluster these adjectives by factor analysis, multidimensional scaling, or cluster analysis.

• 한국정보과학회:학술대회논문집
• /
• 한국정보과학회 2006년도 가을 학술발표논문집 Vol.33 No.2 (D)
• /
• pp.135-139
• /
• 2006

Today's social networking services have tens of millions of users, and are growing fast. Their sheer size poses a significant challenge in capturing and analyzing their topological characteristics. Snowball sampling is a popular method to crawl and sample network topologies, but requires a high sampling ratio for accurate estimation of certain metrics. In this work, we evaluate how close topological characteristics of snowball sampled networks are to the complete network. Instead of using a synthetically generated topology, we use the complete topology of Cyworld ilchon network. The goal of this work is to determine sampling ratios for accurate estimation of key topological characteristics, such as the degree distribution, the degree correlation, the assortativity, and the clustering coefficient.

• 한국정보과학회:학술대회논문집
• /
• 한국정보과학회 2002년도 가을 학술발표논문집 Vol.29 No.2 (2)
• /
• pp.331-333
• /
• 2002

협력적 여과 방법은 사용자의 평가 데이터를 이용하므로, 항상 초기 평가 문제(First-Rating Problem)와 희박성 문제(Sparsity Problem)가 발생한다. 최근 이러한 문제를 해결하기 위해 많은 연구가 진행되고 있는 데, 본 논문에서는 연관 규칙을 이용하여 이러한 문제를 해결하고자 한다. 사용자의 평가 데이터를 이용하여 아이템간의 연관성을 산출하고, 연관성이 높은 아이템끼리 군집한다. 사용자와 군집간에 피어슨 상관 계수(Pearson Correlation Coefficient)를 이용하여 가중치를 구하고, 이것으로 선호도를 예측한다. 이러한 방법을 기존의 협력적 여과 방법과 함께 속성에 의한 군집 방식과 비교 평가하였다. 또한, 효율적인 군집을 위한 Split Cluster Method를 제안하고, 기존의 트리 방식의 군집과 비교 평가하였다.

• 한국미생물생명공학회:학술대회논문집
• /
• 한국미생물생명공학회 2000년도 추계 학술대회
• /
• pp.118-124
• /
• 2000

Zn-resistant Methylosobacterium strains were isolated from several non-polluted soil samples collected in all over Japan. Zn-resistant Methylosobacterium strains were predominantly detected in all soil samples and they were also characterized as a UV-tolerant bacteria. The MIC test revealed that the isolates have high zinc resistance in comparison with that of reference Methylosobacterium strains obtained from culture collections. The 16S rDNA-based phylogenetic analysis showed that all strains were divided into two clusters designated as cluster A and cluster B in the present study. All isolates were distributed only in the cluster A. The phylogenetic clustering also well coincided with the differences in the pattern of carbon source utilization.

• Journal of the Korean Data and Information Science Society
• /
• 제25권3호
• /
• pp.523-531
• /
• 2014

설계효과는 새로운 표본설계를 계획하거나 기존 표본조사에 적용된 설계요소의 효율성을 평가하는데 널리 사용된다. 본 연구에서는 Gabler 등 (2006)이 제시한 설계효과모형을 층화이단집락추출의 표본설계로 이루어진 2013 식품소비행태조사에 응용하여 적용하였다. 조사결과를 통해 표본설계모형의 유용성과 적절성에 대해 논의하였다.

• 한국초지조사료학회지
• /
• 제15권2호
• /
• pp.87-92
• /
• 1995

The ecological behaviour and forage value of natural grassland communities and the similarity between plant communities near Wit~enhausen in middle part of Gennany were investigated from June to August. 1993. The total number of plant communities at different place surveyed during the study period was twelve. The ecological behaviour and forage value of the natural grassland communities except mesobromion (half dry grassland community) were relatively good for roughage production. The correlation coefficients between plant eornmunilies were greatly affected by botanical composition. The clustering analysis showed that the communities of relatively similar botanical composition were grouped closely, and the other communities were clustered to the same group although the degree of similarity between communities was low.

• 한국정보처리학회:학술대회논문집
• /
• 한국정보처리학회 2018년도 춘계학술발표대회
• /
• pp.323-325
• /
• 2018

본 논문은 몰입도와 생체신호 간의 상관관계를 분석하기 위한 데이터 수집 및 데이터 군집에 대한 연구이다. 스마트기기를 이용해 걸음 수, 심박 수, 수면깊이와 같은 생체 데이터수집과, 수집한 데이터를 토대로 사용자의 행동패턴을 분석한다. 사용자 생체 데이터를 k-means 클러스터링과 계층적 클러스터링을 혼합해 이용해 앞서 나열한 데이터와 사용자의 집중도와 연관관계분석이 최종 목표이다.

• Bulletin of the Korean Chemical Society
• /
• 제22권8호
• /
• pp.897-902
• /
• 2001

The protein back-extraction processes were discussed from the viewpoint of the micelle-micelle interaction. Bovine serum albumin (BSA) suppressing the cluster formation of reverse micelle (positive value of ${\beta}pr)$ has the high back-extra cted fraction (Eb), but cytochrome c enhancing the formation of reverse micelle (negative value of ${\beta}pr)$ has the low back-extracted fraction, relatively. We have also examined quantitatively the effects of alcohol addition and protein solubilization on the percolation process of reverse micelle. The alcohols suppressing the formation of micellar cluster (high values of ${\beta}t)$, remarkably improved the back-extraction rates of BSA and cytochrome c. The values of ${\beta}t$, defined by the variation of percolation process, and the back-extraction behavior of proteins have a good linear correlation. These results indicate that the micelle-micelle interaction or micellar clustering plays an important role in the back-extraction process of proteins.

• Smart Structures and Systems
• /
• 제29권6호
• /
• pp.799-805
• /
• 2022

Permanent magnet synchronous motors (PMSMs) are widely used in systems requiring high control precision, efficiency, and reliability. Predicting the remaining useful life (RUL) with health monitoring of PMSMs prevents catastrophic failure and ensures reliable operation of system. In this study, a model-based method for predicting the RUL of PMSMs using phase current and vibration signals is proposed. The proposed method includes feature selection and RUL prediction based on a particle filter with a degradation model. The Paris-Erdogan model describing micro fatigue crack propagation is used as the degradation model. An experimental set-up to conduct accelerated life test, capable of monitoring various signals was designed in this study. Phase current and vibration data obtained from an accelerated life test of the PMSMs were used to verify the proposed approach. Features extracted from the data were clustered based on monotonicity and correlation clustering, respectively. The results identify the effectiveness of using the current data in predicting the RUL of PMSMs.

• 천문학회보
• /
• 제46권1호
• /
• pp.47.3-47.3
• /
• 2021

In this talk I will review recent progress that the SDSS-IV / eBOSS collaboration has made in constraining cosmology from the clustering of galaxies, quasars and the Lyman-alpha forest. The SDSS-IV / eBOSS collaboration has measured the baryon acoustic oscillation (BAO) and redshift space distortion (RSD) features in the correlation function in redshift bins from z~0.15 to z~2.33. These features constitute measurements of angular diameter distances, Hubble distances, and growth rate measurements. A number of consistency tests have been performed between the BAO and RSD datasets and additional cosmological datasets such as the Planck cosmic microwave background constraints, the Pantheon Type Ia supernova compilation, and the weak lensing results from the Dark Energy Survey. Taken together, these joint constraints all point to a broad consistency with the standard model of cosmology LCDM + GR, though they remain in tension with local measurements of the Hubble parameter.