• Title/Summary/Keyword: EM

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PRÜFER CONDITIONS VS EM CONDITIONS

  • Emad Abuosba;Mariam Al-Azaizeh;Manal Ghanem
    • Communications of the Korean Mathematical Society
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    • v.38 no.1
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    • pp.69-77
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    • 2023
  • In this article we relate the six Prüfer conditions with the EM conditions. We use the EM-conditions to prove some cases of equivalence of the six Prüfer conditions. We also use the Prüfer conditions to answer some open problems concerning EM-rings.

Emergy-Based Value of the Contributions of the Youngsan River Estuary Ecosystem to the Korean Economy (에머지 방법론을 이용한 영산강 하구생태계의 기여 가치 평가)

  • Kang, Daeseok
    • The Sea:JOURNAL OF THE KOREAN SOCIETY OF OCEANOGRAPHY
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    • v.18 no.1
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    • pp.13-20
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    • 2013
  • An emergy concept was used to evaluate the contributions of the Youngsan River Estuary to the Korean economy from systems and ecosystem service perspectives. Total emergy input to the estuary was $9.42{\times}10^{20}$ sej/yr with the chemical potential of river inflow accounting for 73% of the total and tidal energy for the remaining 27%, reflecting the unique environmental characteristics of estuaries where rivers meet sea. From the systems perspective, the estuary ecosystem contributed 179.9 billion em\/yr (14.91 million em\/ha/yr or 13,526 em$/ha/yr). Four ecosystem services of the Youngsan River Estuary were selected for the emergy evaluation: fishery production, pollutant removal, aesthetic function, and scientific research information. Aesthetic function contributed the most to the Korean economy with 179.9 billion em\/yr, followed by fishery production (101.1 billion em\/yr), pollutant removal (32.6 billion em\/yr), and scientific research information (934 million em\/yr). Emergy-based values of the selected ecosystem services of the estuary were higher than those calculated by economic methodologies.

Accelerated Loarning of Latent Topic Models by Incremental EM Algorithm (점진적 EM 알고리즘에 의한 잠재토픽모델의 학습 속도 향상)

  • Chang, Jeong-Ho;Lee, Jong-Woo;Eom, Jae-Hong
    • Journal of KIISE:Software and Applications
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    • v.34 no.12
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    • pp.1045-1055
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    • 2007
  • Latent topic models are statistical models which automatically captures salient patterns or correlation among features underlying a data collection in a probabilistic way. They are gaining an increased popularity as an effective tool in the application of automatic semantic feature extraction from text corpus, multimedia data analysis including image data, and bioinformatics. Among the important issues for the effectiveness in the application of latent topic models to the massive data set is the efficient learning of the model. The paper proposes an accelerated learning technique for PLSA model, one of the popular latent topic models, by an incremental EM algorithm instead of conventional EM algorithm. The incremental EM algorithm can be characterized by the employment of a series of partial E-steps that are performed on the corresponding subsets of the entire data collection, unlike in the conventional EM algorithm where one batch E-step is done for the whole data set. By the replacement of a single batch E-M step with a series of partial E-steps and M-steps, the inference result for the previous data subset can be directly reflected to the next inference process, which can enhance the learning speed for the entire data set. The algorithm is advantageous also in that it is guaranteed to converge to a local maximum solution and can be easily implemented just with slight modification of the existing algorithm based on the conventional EM. We present the basic application of the incremental EM algorithm to the learning of PLSA and empirically evaluate the acceleration performance with several possible data partitioning methods for the practical application. The experimental results on a real-world news data set show that the proposed approach can accomplish a meaningful enhancement of the convergence rate in the learning of latent topic model. Additionally, we present an interesting result which supports a possible synergistic effect of the combination of incremental EM algorithm with parallel computing.

Bifidogenic Effects of the Oral Administration of Fly Maggot Extract on Organic Acid, Cecal Microorganisms, Thymus and Spleen Weights, and Blood Lipids in Rats (파리유충 추출물이 랫드의 혈액지질, 면역세포 중량, 맹장 미생물 및 유기산 변화에 미치는 비피더스 활성효과)

  • Park, Byung-Sung;Park, Sang-Oh
    • Journal of Life Science
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    • v.24 no.7
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    • pp.784-790
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    • 2014
  • Housefly (Musca domestica L.) maggots are used as biomedical material. Ethanolic extracts of fly maggot (EM) were orally administered to male rats at levels of 0 (control group), 4.0, 6.0, and 8.0 mg per 100 g live weight for 40 days. Serum triglycerides, total cholesterol, and LDL-C decreased by 17.90, 17.60, and 16.37%, respectively, whereas HDL-C increased by 20.48% in the EM group compared with these parameters in a control group (p<0.05). Thymus and spleen weights dose-dependently increased by 21.42% and 21.42%, respectively, but abdominal fat decreased by 39.66% after EM administration compared with that in the control group (p<0.05). IgG, IgA, and IgM increased 35.14, 68.65, and 190.16%, respectively, in the EM groups compared to the control group (p<0.05). Bifidobacterium and Lactobacillus increased by 41.68% and 35.55%, respectively, in the EM groups compared with the control group, and Bacteroides, Clostridium, Escherichia, and Streptococcus decreased by 24.96, 46.37, 25.00, and 34.05%, respectively, in the EM groups compared with the control group (p<0.05). Compared with the control group, total organic acids, acetic acid, and propionic acid increased by 31.11, 49.34, and 24.88%, whereas butyric acid, isobutyric acid, valeric acid, and isovaleric acid decreased by 30.79, 72.64, 32.90, and 63.16% respectively, in the EM groups (p<0.05). These results suggest that EM has a bifidogenic effect on immune cell development, blood lipid levels, and abdominal fat reduction by increasing the production of organic acid and numbers of cecal microorganisms in animals.

The EM algorithm for mixture regression with missing covariates (결측 공변량을 갖는 혼합회귀모형에서의 EM 알고리즘)

  • Kim, Hyungmin;Ham, Geonhee;Seo, Byungtae
    • The Korean Journal of Applied Statistics
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    • v.29 no.7
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    • pp.1347-1359
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    • 2016
  • Finite mixtures of regression models provide an effective tool to explore a hidden functional relationship between a response variable and covariates. However, it is common in practice that data are not fully observed due to several reasons. In this paper, we derived an expectation-maximization (EM) algorithm to obtain the maximum likelihood estimator when some covariates are missing at random in the finite mixture of regression models. We conduct some simulation studies and we also provide some real data examples to show the validity of the derived EM algorithm.

Dielectric/Magnetic Nanowires Synthesized by the Electrospinning Method for Use as High Frequency Electromagnetic Wave Absorber

  • Jwa, Yong-Ho
    • Proceedings of the Materials Research Society of Korea Conference
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    • 2009.11a
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    • pp.14-14
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    • 2009
  • High frequency electromagnetic(EM) waves are increasingly being applied in industries because of saturationat lower frequency bands as a result of huge demand. However, electromagneticinterference (EMI) has become a serious problem, and as a result, highfrequency EM absorbers are now being extensively studied. Also, recentdevelopments in absorber technology have focused on producing absorbers thatare thin, flexible, and strong. Hence, one-dimension ferrous nano-materials area potential research field, because of their interesting electronic andmagnetic properties. Commercially, EM wave absorbing products are made ofcomposites, which blend the insulating polymer with magnetic fillers. Inparticular, the shape of the magnetic fillers, such flaky, acicular, or fibrousmagnetic metal particles, rather than spherical, is essential for synthesizingthin and lightweight EM wave absorbers with higher permeability. High aspectratio materials exhibit a higher permeability value and therefore betterabsorption of the EM wave, because of electromagnetic anisotropy. Nanowires areusually fabricated by drawing, template synthesis, phase separation, selfassembly, and electrospinning with a thermal treatment and reduction process.Producing nanowires by the electrospinning method involves a conventionalsol-gel process that is simple, unique, and cost-effective. In thispresentation, Magnetic nanowire and dielectric materials coated magneticnanowire with a high aspect ratio were successfully synthesized by theelectrospinning process with heat treatment and reduction. In addition toestimating the EM wave absorption ability of the synthesized magnetic anddielectric materials coated magnetic nanowire with a network analyzer, weinvestigated the possibility of using these nanowires as high-frequency EM waveabsorbers. Furthermore, a wide variety of topics will be discussed such as thetransparent conducting nanowire and semiconducting nanowire/tube with theelectrospinning process.

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Comparison of EM 120 Multibeam Echo Sounding Data with SeaBeam 2000 Data Acquired at KODOS(Korea Deep Ocean Study) Area (한국 심해연구지역에서 획득된 EM 120과 SeaBeam 2000의 자료 비교)

  • Lee, Gun-Chang;Kim, Hyun-Sub;Ko, Young-Tak;Jung, Mee-Sook;Ham, Dong-Jin;Kim, Jong-Uk
    • Ocean and Polar Research
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    • v.28 no.4
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    • pp.467-473
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    • 2006
  • The EM 120, a newly installed multibeam echo sounder on RM Onnuri, has several advantages over the previously installed SeaBeam 2000 in performance and thus data quality. The EM 120 system provides a bottom topographic map with high resolution by (1) increasing the number of beams, (2) increasing the across track swath range, (3) measuring the more accurate sound velocity within the water column, and (4) improving stabilization for pitching, rolling, and yawing of the ship. This study compares EM 120 and SeaBeam 2000 echo sounders in terms of the data quality from the same survey area in the Clarion-Clipperton Zone, NE Pacific. Our result shows that the EM 120 provides more precise topographic data than the SeaBeam 2000. Although overall trends of data, such as topographic direction and relief, are similar for both echo sounders, the water depths measured by the EM 120 are shallower than that of SeaBeam 2000 by 80 to 90 meters.

An Alternating Approach of Maximum Likelihood Estimation for Mixture of Multivariate Skew t-Distribution (치우친 다변량 t-분포 혼합모형에 대한 최우추정)

  • Kim, Seung-Gu
    • The Korean Journal of Applied Statistics
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    • v.27 no.5
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    • pp.819-831
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    • 2014
  • The Exact-EM algorithm can conventionally fit a mixture of multivariate skew distribution. However, it suffers from highly expensive computational costs to calculate the moments of multivariate truncated t-distribution in E-step. This paper proposes a new SPU-EM method that adopts the AECM algorithm principle proposed by Meng and van Dyk (1997)'s to circumvent the multi-dimensionality of the moments. This method offers a shorter execution time than a conventional Exact-EM algorithm. Some experments are provided to show its effectiveness.

Three Cases of Erythema Multiforme Developed during Deflazacort Therapy in Children with Nephrotic Syndrome (소아 신증후군 환자에서 데플라자코트 치료 중 발생된 다형 홍반 3례)

  • Lee, Seung Jin;Kang, Bong Hwa;Cho, Min Hyun
    • Childhood Kidney Diseases
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    • v.18 no.2
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    • pp.123-127
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    • 2014
  • Erythema multiforme (EM) is an acute mucocutaneous disorder involving the skin, mouth, eyes, and genital organs. It is classified into EM minor and EM major according to the involvement of the mucosal membrane. Stevens-Johnson syndrome (SJS) and toxic epidermal necrosis (TEN) belong to EM major. Compared to EM minor, SJS presents with more severe and progressive symptoms, and has a higher mortality rate. Corticosteroids are used in the treatment of EM. We report three cases of EM (two cases of EM minor and one case of SJS) that developed during treatment with oral corticosteroid (deflazacort; $Calcort^{(R)}$) in children with nephrotic syndrome.

Antioxidant Effect of Fermented Salicornia herbacea L. Liquid with EM (Effective Microorganism) on Pork (돼지고기에 대한 EM(Effective Microorganism) 함초 발효액의 항산화 효과)

  • Han Seung-Kwan
    • Food Science of Animal Resources
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    • v.24 no.3
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    • pp.298-302
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    • 2004
  • The study was conducted to determine the antioxidant activity of EM (Effective Microorganism) fermented glasswort liquid for utilizing as a functional food material. Glasswort leaves by freezing-dried were showed the highest 20.19% contents, it was 20% salt contents of cooked salts. To compare antioxidant effects of glasswort plant parts (dried ground leaves, stems, and roots of glasswort) were exploited for investigation of antioxidant activity. Antioxidant activity for the samples was investigated by TBA (Thiobarbituric acid reactive method). EM fermented glasswort liquid from coastal region, the highest antioxidative activity showed in the oven-dried leaves at 14 days after storage. It was showed antioxidant effect more than 5.3 times than control. In conclusion, antioxidative effect of glasswort was apparently exhibited through measurement of TBARS (Thiobarbituric acid reactive substances).