• Title/Summary/Keyword: canonical discriminant analysis

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Sex Determination Using a Discriminant Analysis of Maxillary Sinuses and Three-Dimensional Technology

  • Jeong-Hyun Lee;Hee-Jeung Jee;Eun-Seo Park;Seok-Ho Kim;Sung-Suk Bae
    • Journal of dental hygiene science
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    • v.22 no.4
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    • pp.249-255
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    • 2022
  • Background: Sexual dimorphism is important for sex determination in the field of forensics. However, sexual dimorphism is commonly assessed using cone beam computed tomography (CBCT) rather than three-dimensional (3D) modeling software; therefore, studies using a more accurate measurement approach are necessary. This study assessed the sexual dimorphism of the MS using a 3D modeling program to obtain information that could contribute to the fields of surgery and forensics. Methods: The CBCT data of 60 patients (age, 20~29 y; 30 males and 30 females) admitted to the Department of Orthodontics at the Dankook University School of Dentistry were provided in Digital Imaging and Communications in Medicine (DICOM) format. The left MS and right MS were modeled based on the DICOM files using the Mimics (version 22; Materialise, Leuven, Belgium) 3D program and converted to stereolithography (STL) files used to measure the width, length, and height of the MS, infraorbital foramen (IOF), right MS, and left MS. The average of three repeated measurements was calculated, and a reliability test was performed to ensure data reliability (Cronbach's α=0.618). A canonical discriminant analysis was performed using a standard approach (left: Box's M=0.096; right: Box's M=0.115). Results: Males had greater values for all parameters (MS width, MS length, MS height, IOF, right MS, left MS) than females. The discriminant analysis identified six independent variables (MS width, MS height, MS length, IOF, right MS, left MS) that could identify sex. The left MS and right MS correctly identified the sex of 81.7% and 71.7% of the patients, respectively, with the left MS having higher accuracy. Conclusion: This study confirmed that, for Korean individuals, the left MS has a better ability to identify sex than the right MS. These results may contribute to sex identification in the fields of surgery and forensics.

Taxonomic review and morphometric analysis of the genus $Melanaphis$ van der Goot (Hemiptera: Aphididae) in Korea

  • Kim, Hyo-Joong;Jang, Yi-Kweon
    • Animal cells and systems
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    • v.16 no.1
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    • pp.34-40
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    • 2012
  • Seven species of the genus $Melanaphis$ van der Goot are recognized in Korea, including $M.$ $sorini$ Halbert and Remaudi$\grave{e}$re new to Korea. Morphometric analysis is performed based on 27 major characteristics to determine the morphometric correlation between species and to suggest useful diagnostic characters in this species complex. We provide the identification key based on the results of the morphometric analysis.

Discriminating Factors of Stages of Change for Exercise among Patients with Metabolic Syndrome (대사증후군 환자의 운동행위 변화단계 판별요인)

  • Hwang, Hyun Ju;Lee, Eun Nam;Choi, Eun Jung
    • Journal of muscle and joint health
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    • v.21 no.1
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    • pp.46-54
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    • 2014
  • Purpose: This study was designed to explore the stage distribution of subjects according to stages of change for exercise and to identify factors that could discriminate subjects in various stages. Methods: The sample consisted of 182 subjects who had metabolic syndrome. The instruments used in this study were the stage placement instrument for exercise, the metabolic syndrome knowledge and metabolic syndrome health belief scale, and the metabolic syndrome exercise self efficacy scale. Data were analyzed using chi-square, ANOVA, and discriminant analysis by using the SPSS 19.0 program. Results: For exercise stages, exercise efficacy, occupation, and exercise benefit showed high standardized canonical discriminant function coefficients. Subjects in precontemplation/contemplation stage for exercise were more likely to have occupations, had less exercise efficacy and exercise benefit than those in other stage. Conclusion: This study implies that the level of exercise efficacy and exercise benefit of subjects in precontemplation/contemplation stage need to be enhanced in developing exercise program incorporating the stage of change for metabolic syndrome patients.

Technological Competitiveness of the Korean Industries (한국의 산업 유형별 기술경쟁력 패턴)

  • 이공래
    • Journal of Technology Innovation
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    • v.5 no.2
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    • pp.48-79
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    • 1997
  • This study aims to evaluate and identify the patterns of the technological competitiveness of the Korean industry. Such statistics as R&D expenditure and R&D manpower as input indexes, US patent registrations and export sales as output indexse were used. It was turned out that such industrial types as specialized-suppliers industries, scale-intensive industries and science-intensive industries showed relatively strong technical competitiveness. However, resource-intensive industries and labor-intensive industries which had maintained a competitive advantage in the 1970s and the 1980s appeared to be gradually losing their technological competitiveness. These results are by and large in accordance with the trends of export performance. This study conducted the canonical discriminant analysis in order to test the correctness of the patterns displayed in the technological competitiveness of the Korean industry. The result of the analysis showed that the five patterns of technical strength of the Korean industries are significantly independent each other for four respective variables which are used to distinguish industries. This implies that the ex ante industrial classification into five types was correct in terms of the ex post statistics, and that the patterns of technological competitiveness discovered in this study are also statistically correct.

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한국의 산업유형별 기술경쟁력 패턴

  • 이공래
    • Proceedings of the Technology Innovation Conference
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    • 1997.12a
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    • pp.197-228
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    • 1997
  • This study aims to evaluate and identify the Patterns of the technological competitiveness of the Korean industry. Such statistics as R&D expenditure and R&D manpower as input indexes, US patent registrations and export sales as output indexes were used. it was turned out that such industrial types as specialized-suppliers industries, scale-intensive industries and science-intensive industries showed relatively strong technical competitiveness. However, resource-intensive industries and labor-intensive industries which had maintained a competitive advantage in the 1970s and the 1980s appeared to be gradually losing their technological competitiveness. These results are by and large in accordance with the trends of export performance. This study conducted the canonical discriminant analysis in order to test the correctness of the patterns displayed in the technological competitiveness of the Korean industry. The result of the analysis showed that the five patterns of technical strength of the Korean industries are significantly independent each other for four respective variables which are used to distinguish industries. This implies that the ex ante industrial classification into five typers was correct in terms of the ex post statistics, and that the patterns of technological competitiveness discovered in this study are also statistically correct.

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Discrimination of Geographical Origin for Scutellaria baicalensis Using Energy Dispersive X-ray Fluorescence Spectrometer (에너지 분산형 X-선 형광분석기를 이용한 황금의 원산지 판별)

  • Moon, Ji-Young;Lee, Ye-Ji;Kang, Jung-Mi;Cho, Soon-Jun;Noh, Bong-Soo
    • Korean Journal of Food Science and Technology
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    • v.44 no.4
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    • pp.484-487
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    • 2012
  • A discrimination technique for domestic and imported Scutellaria baicalensis was developed using an energy dispersive X-ray fluorescence spectrometer (ED-XRF). Mineral content ratios, of a total of 43 species, including P, S, Cl, K, Ca, Mn, Fe, Cu, and Zn, were measured among 204 samples. Macro element content ratios and trace element content ratios were determined using the standardless fundamental parameters (SLFP) analysis. Inorganic element ratios of P, S, K, Ca, Cl, Mn, and Fe were significantly different between domestic and imported samples. The result from the canonical discriminant analysis showed that the accuracy of geographical origin discrimination was 95.15%; the correlation coefficient was 0.888. It was concluded that this technique could be used as a useful method in discriminating the geographical origins between domestic and imported Scutellaria baicalensis.

The Variation of Isoenzymes and Morphological Characteristics of Needle, Cone and Seed According to Resin Duct Index in Pinus densiflora and Pinus thunbergii (소나무 및 곰솔의 수지구지수(樹脂溝脂數)에 따른 침엽(針葉), 구과(毬果) 및 종자(種子)의 형태적(形態的) 특성(特性)과 동위효소(同位酵素)의 변이(變異))

  • Son, Doo Sik;Park, Sang Jun;Hwang, Jae Woo
    • Journal of Korean Society of Forest Science
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    • v.79 no.4
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    • pp.424-430
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    • 1990
  • The variation of needle, cone and seed characteristics and of allelic frequency in isoenzyme, ADH, ME and PGI, according to different resin duct index in Pinus densiflora, Pinus thunbergii and their hybrids was analyzed. The results obtained were as follows : 1. With increase of number of resin ducts, morphological characteristics such as needle length, needle sheath length, cone size, seed size, seed wing size, 1000 seeds weight, etc. tended to he increased, while number of stomata row in needle to be decreased. 2. As the results of discriminant analysis for the morphological characteristics of needle, cone and seed, most individuals are generally coincided with number of resin duct mostly in Pinus densiflora were not. 3. According to the canonical discriminant function obtained from the morphological characteristics in Pinus densiflora, Pinus thunbergii and their hybrids including introgressive hybrid, the resin duct index, 1000 seeds weight, cone size and neelde sheath length characterized fairly their species. 4. With increase of resin duct index, hybrid index tended to be higher. The results obtained from the discriminant analysis and the hybrid index were nearly same each other. 5. With increase of number of resin duct, the allelic frequencies for isoenzyme, ADH-$B_2$, ME-$A_2$ and PGI-$B_1$. $B_2$ tended to increase but those of ADH-$B_3$, ME-$A_4$, and PGI-$B_3$, to decrease. It is thought that this increase of frequency for the former four isoenzymes was resulted in introgressive gene flow from Pinus thunbergii to Pines densiflora and accordingly the frequency of latter three isoenzymes tended to decrease.

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Development of Cognition Character Model for Road Safety Facilities on Vertical Alignment Sections (종단선형구간에서의 도로안전시설물 인지특성 모형개발)

  • Lee, Soo-Beom;Kim, Jang-Wook;Kwon, Hyuk-Min
    • Journal of Korean Society of Transportation
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    • v.23 no.3 s.81
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    • pp.73-84
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    • 2005
  • Highway design criteria are considering roadway safety and smooth driving maneuver. However, a certain highway alignment within design criteria often leads drivers to undesirable situation due to the differences between the original intention of design criteria and the unintended result of drivers' cognition. The differences between them often result in traffic accidents. In order to reduce accident process, highway safety facilities are installed on those roadway sections. However, the relationship between highway environments and human factors has not been deeply studied in Korea. In this study. vertical roadway sections are constructed with 3-D graphical tools. This vertical roadway sections are simulated on a driving simulator in order to identify the differences of drivers' cognition on different roadway environments. Based upon the collected data from the driving simulator, canonical correlation analysis and canonical discriminant analysis of quantification theory II have been performed in order to figure out impacting factors on the degree of roadway safety. Also, based upon quantification theory I. the relationship between roadway safety facilities and the degree of safety has been analyzed.

Develpoment of Customer Satisfaction Model of Providing Traffic Information through VMS on the Freeway (교통정보 제공에 따른 이용자 만족도 모형 개발 - 고속도로상의 VMS 정보제공을 중심으로 -)

  • Kim, Jang Wook;Kim, Tae Hee;Lee, Soo Beom
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.28 no.5D
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    • pp.597-607
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    • 2008
  • ATIS(Advanced Traffic Information System) provide valuable information as the travel time and traffic congestion, detour, traffic accident information to drivers, so it is being in the spotlight. But so far, the study on the consumer satisfaction with providing traffic information is incomplete. So, this study run a Canonical discriminant analysis and a Canonical correlation analysis by a QuantificationIItheory based on a Traffic Information Satisfaction image data through questionnaires, and found out the factors with influence on the consumer satisfaction. And this study definitely found out the correlation between consumer's recognition and traffic information satisfaction through understanding the change on the recognition about traffic information satisfaction by a QuantificationItheory. Finally, this study found out the change on the sensibility recognition of drivers by running the principal component anlysis, developed the traffic information satisfaction evaluation model considering the change on the recognition by using the structural equation model.

The Geographical Discrimination of Korean and Chinese Soybeans (Glycine max(L.) merrill) Using NMR Relaxation Methods (NMR relaxation 기법을 이용한 한국산과 중국산 대두의 원산지 판별)

  • Kim, Mi-Hyun;Rho, Jeong-Hae;Lee, Cherl-Ho
    • Korean Journal of Food Science and Technology
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    • v.41 no.3
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    • pp.292-295
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    • 2009
  • To discriminate the geographical origin (Korea vs. China) of soybean (Glycine max(L.) merrill) samples (Korean samples n=25, Chinese samples n=24), proximate composition of soybeans and relaxation times were analyzed using low field NMR. Composition results indicate that there are no significant differences in moisture, fat, or ash contents between soybeans. The crude protein content of Korean soybeans, however, was higher than that of Chinese soybeans (p<0.05). The relaxation times of T1-IR (p<0.0001), T1-SR (p<0.0001), and T2-SE (p<0.0086) in Korean soybeans were longer than those in Chinese soybeans. The geographical origin of soybeans could be identified using a canonical discriminant analysis using two relaxation times (T1-IR and T1-SR) with 96% accuracy. Furthermore, in this study, a canonical discriminant analysis using four relaxation times (T1-IR, T1-SR, T2-SE, and T2-CPMG) could discriminate the geographical origin with 100% accuracy. It was possible to identify the geographical origin of Korean and Chinese soybeans using relaxation times from 10 MHz NMR.