• Title/Summary/Keyword: density index

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Implementation of Crime Pattern Analysis Algorithm using Big Data (빅 데이터를 이용한 범죄패턴 분석 알고리즘의 구현)

  • Cha, Gyeong Hyeon;Kim, Kyung Ho;Hwang, Yu Min;Lee, Dong Chang;Kim, Sang Ji;Kim, Jin Young
    • Journal of Satellite, Information and Communications
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    • v.9 no.4
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    • pp.57-62
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    • 2014
  • In this paper, we proposed and implemented a crime pattern analysis algorithm using big data. The proposed algorithm uses crime-related big data collected and published in the supreme prosecutors' office. The algorithm analyzed crime patterns in Seoul city from 2011 to 2013 using the spatial statistics analysis like the standard deviational ellipse and spatial density analysis. Using crime frequency, We calculated the crime probability and danger factors of crime areas, time, date, and places. Through a result we analyzed spatial statistics. As the result of the proposed algorithm, we could grasp differences in crime patterns of Seoul city, and we calculated degree of risk through analysis of crime pattern and danger factor.

Properties of AlTiN Films Deposited by Cathodic Arc Deposition (음극 아크 증착으로 제조된 AlTiN 박막의 특성)

  • Yang, Ji-Hoon;Kim, Sung-Hwan;Song, Min-A;Jung, Jae-Hun;Jeong, Jae-In
    • Journal of Surface Science and Engineering
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    • v.49 no.3
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    • pp.307-315
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    • 2016
  • The properties of AlTiN films by a cathodic arc deposition process have been studied. Oblique angle deposition has been applied to deposit AlTiN films. AlTiN films have been deposited on stainless steel (SUS304) and cemented carbide (WC) at a substrate temperature of $500^{\circ}C$. AlTiN films were analyzed by scanning electron microscopy, glow-discharge light spectroscopy, micro-vickers hardness, and nanoindenter. When applying a current of 50 A to the cathodic arc source, it showed that the density of macroparticle of AlTiN films was 5 lower than other deposition conditions. With the increase of the bias voltage applied to the substrate up to -150 V, the density of macroparticle was decreased. The change of the $N_2$ flow rate during coating process made no influence on the film properties. For the multi-layered films, the film prepared at oblique angle of $60^{\circ}$ showed the highest hardness of 28 GPa and $H^3/E^2$ index of 0.18. AlTiN films have been shown a good oxidation resistance up to $800^{\circ}C$.

Wood Fiber-Thermoplastic Fiber Composites by Turbulent Air Mixing Process(II) - Effect of Process Variables on The Mechanical Properties of Composites - (난기류 혼합법을 이용한 목섬유-열가소성 섬유 복합재에 관한 연구(II) - 공정변수가 복합재의 기계적 성질에 미치는 영향 -)

  • Yoon, Hyoung-Un;Lee, Phil-Woo
    • Journal of the Korean Wood Science and Technology
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    • v.25 no.3
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    • pp.58-65
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    • 1997
  • This research was carried out to evaluate the effect of process variables on mechanical properties of the wood fiber-thermoplastic fiber composites by turbulent air mixing method. The turbulent air mixer used in this experiment was specially designed in order to mix wood fiber and thermoplastic polypropylene or nylon 6 fiber, and was highly efficient in the mixing of relatively short plastic fiber and wood fiber in a short time without any trouble. The adequate hot - pressing temperature and time in our experimental condition were $190^{\circ}C$ and 9 minutes in 90% wood fiber - 10% polypropylene fiber composite and $220^{\circ}C$ and 9 minutes in 90% wood fiber 10% nylon 6 fiber composite. Both in the wood fiber - polypropylene fiber composite and wood fiber- nylon 6 fiber composite, the mechanical properties improved with the increase of density. Statistically, the density of composite appeared to function as the most significant factor in mechanical properties. Within the 5~15% composition ratios of polypropylene or nylon 6 fiber to wood fiber, the composition ratio showed no significant effect on the mechanical properties. Bending and tensile strength of composite, however, slightly increased with the increase of synthetic fiber content. The increase of mat moisture content showed no significant improvement of mechanical properties both in wood fiber - polypropylene fiber composite and wood fiber nylon 6 fiber composite. Wood fiber - nylon 6 fiber composite was superior in th mechanical strength to wood fiber-polypropylene fiber composite, which may be related to higher melt flow index of nylon 6 fiber(22g/10min) than of polypropylene fiber(4.3g/10min).

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Antihyperlipidemic Effect of Complex of Medicinal Plant Products on Hyperlipidemic Rats Induced by High Cholesterol Diet (약용식물 혼합물의 고지혈증 개선 효과)

  • Lee, Kwang Ho;Park, Hyun Soo;Yun, Yong Han;Shin, Young Bong;Baik, Young Chan;Kooh, Dae Ho;Kim, Sung Kew;Kim, Myoung Seok
    • Korean Journal of Medicinal Crop Science
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    • v.23 no.2
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    • pp.109-116
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    • 2015
  • The HWND_G02 (Salvia miltiorrhiza Bunge, Crataegus pinnatifida, Polygonum multiflorum Thunberg, Cnidium officinale Makino) and HWND_G03 (Cinnamonum cassia Blume, Salvia miltiorrhiza Bunge, Crataegus pinnatifida, Polygonum multiflorum Thunberg, Cnidium officinale Makino, Allium macrostemon Bunge) are new natural mixture composed with several oriental herbs. The aim of the present study was to investigate the effects of HWND extracts on high cholesterol diet (HCD)-induced hyperlipidemic rats. Male Sprague-Dawley rats were divided into five groups: control, HCD, atorvastatin (5 mg/kg, po), ethanolic extracts of HWND_G02 (1,000 mg/kg, po) and HWND_G03 (1,000 mg/kg, po) were administered to the HCD-induced hyperlipidemic rats for 4 weeks to evaluate their anti-hyperlipidemic activities. HWND extracts markedly decreased body and liver wight gain, and recovered serum lipid levels, such as total cholesterol (TC), triglycerides (TG), low density lipoprotein-cholesterol (LDL-C) and high density lipoprotein-cholesterol (HDL-C) in the HCD-induced hyperlipidemic rats. Furthermore, the lipid levels (TC and TG) and the lipid accumulation were significantly lowered in the liver tissue of HWND-administrated rats. After a HCD, each group had a lower atherogenic index (AI) compared to the HCD group. In conclusion, these data suggest that HWND extracts could be the candidate for the material to prevent hyperlipidemia.

A Cross-sectional Study on the Risk Factors Related to Fatty Liver (지방간의 위험요인에 관한 단면적 연구)

  • Ohm, S.H.;Yoo, B.C.;Kim, S.J.;Lee, C.U.;Pai, K.T.;Kim, S.C.;Shin, H.R.
    • Journal of Preventive Medicine and Public Health
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    • v.26 no.2 s.42
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    • pp.179-191
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    • 1993
  • Generally fatty liver is attributed either to chronic alcoholism, diabetes mellitus, or obesity. Based upon this commonly held clinical brief, this study was conducted to investigate the contributing factors of fatty liver and odds ratio (OR) of known contributing factors. A sample of 310 male participants, who visited at Seoul Paik Automated Multiphasic Health Testing System from November 1991 to December 1991, was separated into 112 cases and 198 controls by ultrasonographic fin ding. There were statistically significant difference between fatty liver and normal in triglyceride (TG), body mass index (BMI), alanine aminotransferase (ALT), high density lipoprotein cholesterol (HDL-C), fasting blood sugar (FBS), alcohol consumption, low density lipoprotein cholesterol (LDL-C), total cholesterol, gamma-glutamyl transferase ($\gamma$-GT), duration of alcohol intake and alkaline phosphatase (Alk.P)(P<0.01, P<0.05). The statistically significant elevated odds ratio were noted for TG (4.48, confidence interval (CI) 2.66-7.55, P=0.000), alcohol consumption(3.24, CI 1.56-6.23, P=0.002), BMI(3.05, CI 1.87-4.97, P=0.000), and FBS (2.59, CI 1.53-4.40, P=0,000). In summary, it is suggested that the fatty liver could be preventive by avoiding such deleterious factors as high fat diet, alcohol and obesity.

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A Study on the Effect of Herbal-acupuncture with Artemisiae Capillaris Herba at GB34 on Hyperlipidemia in Rat (양릉천 인진 약침이 흰쥐의 고지혈증에 미치는 영향)

  • Lee, Jung-Tae;Lee, Byung-Ryul;Yang, Gi-Young;Lee, Hyun;Yim, Yun-Kyoung
    • Korean Journal of Acupuncture
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    • v.27 no.1
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    • pp.107-123
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    • 2010
  • Objective & Methods: The purpose of this study is to investigate the effects of Artemisiae Capillaris Herba herbal-acupuncture (ACH-HA) at GB34 (Yangleungchean) on hyperlipidemia induced with alloxan injection and high fat diet in rats. The author performed several experimental items to analyze the levels of various components and enzymes in serum, liver, as well as the histological changes of liver and aorta. Results: 1. ACH-HA solution increased the DPPH radical scavenging activity in rat liver cells. 2. ACH-HA at GB34 significantly decreased the levels of serum total cholesterol, low-density lipoprotein (LDL)-cholesterol, free cholesterol and atherogenic index (AI), while significantly increased the ratios of high-density lipoprotein (HDL)/total cholesterol and phospholipid/total cholesterol in hyperlipidemic rats. 3. ACH-HA at GB34 significantly decreased serum aspartate aminotransferase (AST) level in hyperlipidemic rats. 4. ACH-HA at GB34 significantly increased hepatic glutathione (GSH) activity in hyperlipidemic rats. Conclusion: From the above results, it is suggested that ACH-HA at GB34 may have therapeutic and preventive effects on hyperlipidemia.

The Photoreceptor Populations in the Retina of the Greater Horseshoe Bat Rhinolophus ferrumequinum

  • Kim, Tae-Jin;Jeon, Young-Ki;Lee, Jea-Young;Lee, Eun-Shil;Jeon, Chang-Jin
    • Molecules and Cells
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    • v.26 no.4
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    • pp.373-379
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    • 2008
  • Recently, we reported the existence of AII "rod" amacrine cells in the retina of the greater horseshoe bat Rhinolophus ferrumequinum (Jeon et al., 2007). In order to enhance our understanding of bat vision, in the present study, we report on a quantitative analysis of cone and rod photoreceptors. The average cone density was $9,535cells/mm^2$, giving a total number of cones of 33,538 cells/retina. The average rod density was $368,891cells/mm^2$, giving a total number of rods of 1,303,517 cells. On average, the total populations of rods were 97.49%, and cones were 2.51% of all the photoreceptors. Rod: cone ratios ranged from 33.85:1 centrally to 42.26:1 peripherally, with a mean ratio of 38.96:1. The average regularity index of the cone mosaic in bat retina was 3.04. The present results confirm the greater horseshoe bat retina to be strongly rod-dominated. The rod-dominated retina, with the existence of AII cells discovered in our previous study, strongly suggests that the greater horseshoe bat retina has a functional scotopic property of vision. However, the existence of cone cells also suggests that the bat retina has a functional photopic property of vision.

A Study on Calcium and Iron Status of Lactating Women (수유기 여성의 칼슘과 철 영양상태 연구)

  • Yoon Jin-Sook;Jang Ree-Kyung;Park Jung-A
    • Journal of Nutrition and Health
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    • v.38 no.6
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    • pp.475-486
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    • 2005
  • This study was intended to investigate the nutritional status between lactating and non- lactating women, especially calcium and iron. The subjects were 84 lactating women and 20 non-lactating women visiting a public health center and hospital in Daegu. Each subject was interviewed to collect the information on dietary intake for 2 consecutive days. Biochemical assessment of iron status and bone mineral density (BMD) measurement were conducted. Dietary intake of carbohydrate, potassium, Vit $B_1,\;B_2$, Vit C were significantly higher in women during lactating period (p<0.05). However, relative intake as expressed by percentage of Korean Recommended Dietary Allowances (RDA) was not significantly different between the two groups. The dietary intake of iron and calcium were 58.8%, 60.4% of Korean RDA respectively in women during lactating period. The current food habit score of these women was significantly higher than that of non-lactating women (p<0.05). When we compared the quality of nutritional status, the Index of nutritional quality (INQ) was significantly higher for vitamin $B_2$, P in lactating women than in non-lactating women (p<0.1). Mean adequacy ratio (MAR) was not significantly different between two groups. Dietary variety score (DVS) was significantly higher in women during the lactating period (p<0.05). There was no significant difference in biomarkers (Hb, Hct, Serum ferritin, Transferrin) related to iron status between the two groups. No significant difference in bone mineral density (BMD) T-score was not observed. However, it appeared that BMD of lactating women was lower than that of non-lactating women.

Mathematical Analysis Power Spectrum of M-ary MSK and Detection with Optimum Maximum Likelihood

  • Niu, Zheng;Jiang, Yuzhong;Jia, Shuyang;Huang, Zhi;Zou, Wenliang;Liu, Gang;Li, Yu
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.15 no.8
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    • pp.2900-2922
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    • 2021
  • In this paper, the power spectral density(PSD) for Multilevel Minimum Shift Keyed signal with modulation index h = 1/2 (M-ary MSK) are derived using the mathematical method of the Markov Chain model. At first, according to an essential requirement of the phase continuity characteristics of MSK signals, a complete model of the whole process of signal generation is built. Then, the derivations for autocorrelation functions are carried out precisely. After that, we verified the correctness and accuracy of the theoretical derivation by comparing the derived results with numerical simulations using MATLAB. We also divided the spectrum into four components according to the derivation. By analyzing these figures in the graphic, each component determines the characteristics of the spectrum. It is vital for enhanced spectral characteristics. To more visually represent the energy concentration of the main flap and the roll-down speed of the side flap, the specific out-of-band power of M-ary MSK is given. OMLCD(Optimum Maximum Likelihood Coherent Detection) of M-ary MSK is adopted to compare the signal received with prepared in advance in a code element T to go for the best. And M-ary MSK BER(Bit Error Rate) is compared with the same ary PSK (Phase Shift Keying) with M=2,4,6,8. The results show the detection method could improve performance by increasing the length of L(memory inherent) in the phase continuity.

Clinical Effectiveness of Acupuncture in the Treatment of Non-Alcoholic Fatty Liver Disease: A Systematic Review (비알코올성 지방간 질환에 대한 침치료의 효과 : 체계적 고찰)

  • Hyun, Joon;Lee, Joo-bok;Kim, So-yeon;Han, Chang-woo
    • The Journal of Internal Korean Medicine
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    • v.39 no.6
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    • pp.1206-1224
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    • 2018
  • Purpose: This systematic review was planned and performed in order to determine the clinical effectiveness of acupuncture for non-alcoholic fatty liver disease (NAFLD). Methods: We searched related randomized controlled trials in several medical online databases, including China National Knowledge Infrastructure (CNKI), Excerpta Medica dataBASE (EMBASE), Public/Publisher MEDLINE (PubMed), Cochrane Central Register of Controlled Trials (CENTRAL), National Digital Science Library (NDSL), and Research Information Sharing Service (RISS). NAFLD related outcomes were extracted from the included trials and meta-analyzed. Results: From the 8 included trials, the values of the following examinations were extracted: liver ultrasonography, liver CT, body fat CT, aspartate transaminase (AST), alanine transaminase (ALT), gamma-glutamyltransferase (GGT), total cholesterol (TC), triglyceride (TG), low density lipoprotein (LDL) cholesterol, high density lipoprotein (HDL) cholesterol, fasting blood sugar (FBS), hosmeostatic model assessment for insulin resistance (HOMA-IR), weight, body mass index (BMI), waist hip ratio (WHR), obesity degree, body fat mass, body fat rate, leptin, malondialdehyde (MDA), and super oxide dismutase (SOD). In the 4 outcomes, cure rate in liver ultrasonography (RR=1.56; 95%CI=1.05~2.31; P=0.03), cure rate in liver CT (RR=2.23; 95%CI=1.33~3.72; P=0.002), TC (MD=-0.78; 95%CI=-1.41~-0.15; P=0.02), and TG (MD=-2.05; 95%CI=-3.88~-0.21; P=0.03), acupuncture was more effective than the control intervention. Conclusions: In this meta-analysis, acupuncture relieved hepatic steatosis, and reduced TC, and TG in NAFLD patients. more well-planned studies are still needed due to the heterogeneity and the considerable methodological flaws in the analyzed trials.