• 전자공학회논문지C
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• 제36C권11호
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• pp.75-83
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• 1999

주어진 응용에 적합한 MLP 분류기의 위상 구조를 효율적으로 학습하기 위하여 종족 유전 알고리즘 (SGA)과 파라미터 프리 유전 알고리즘(PfGA)을 결합한 파라미터 프리 종족 유전 알고리즘(PfSGA)을 제안한다. SGA는 전체 탐색 공간을 은닉층 뉴런의 수에 따라 여러 개의 영역(종족)으로 분할한 후, 학습 과정 중 기준에 미달되는 종족에 대해서는 학습을 중단시킴으로써 불필요한 탐색을 줄이는 학습법이다. 그러나 SGA는 돌연변이나 교배 확률 등 학습 파라미터 설정에 따라 분류기의 성능이 달라진다. 따라서 이 논문에서는 SGA와 PfGA를 결합하여 파라미터 설정에 무관하도록 하였다. 벤치마크 데이터와 수화 단어에 대하여 실험한 결과 PfSGA는 기존의 SGA에 비해 학습 시간을 단축시킬 수 있으며, 파라미터의 설정에 영향을 받지 않았다. 또한 기존의 방법에 비해 오인식율과 위상 구조 등에 있어서 효율적임을 확인하였다.

• 대한전자공학회:학술대회논문집
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• 대한전자공학회 1998년도 추계종합학술대회 논문집
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• pp.1277-1280
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• 1998

We propose a structural learning method of MLP classifiers for a given application using PfSGA (parameter-free species genetic algorithm), which is a combining of species genetic algorithm(SGA) and parameter-free genetic algorithm(PfGA). experimental results show that PfSGA can reduce the learing time of SGA and has no influence of parameter values on structural learning. And we also convince that PfSGA is more efficient than the other methods in the aspect of misclassification ratio, learning rate, and complexity of MLP structure.

• Child Health Nursing Research
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• 제27권4호
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• pp.317-327
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• 2021

Purpose: This study aimed to identify small for gestational age (SGA) infants' growth patterns, nutritional status, and associated factors. Methods: This prospective cohort study was conducted at primary-care child health clinics in Greater Kuala Lumpur, Malaysia. The sample consisted of infants who fulfilled the criteria and were born in 2019. The anthropometric data of infants were assessed at birth and at 1, 3, 6, 9, and 12 months. Results: A total of 328 infants were analysed. In total, 27.7%(n=91) of the subjects were SGA infants, and 237 of them were not. Significant differences in the median weight-for-age and length-for-age z-scores were observed between SGA and non-SGA infants at birth, 1 month, 6 months, and 12 months. There was a significant difference between the growth patterns of SGA and non-SGA infants. Birth weight and sex significantly predicted the nutritional status(stunting and underweight) of SGA infants during their first year of life. Conclusion: SGA infants can catch up to achieve normal growth during their first year of life. Even though the nutritional status of SGA infants trends worse than non-SGA infants, adequate infant birth weight monitoring and an emphasis on nutritional advice are crucial for maintaining well-being.

• 생명과학회지
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• 제20권5호
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• pp.683-690
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• 2010

효모 Saccharomyces diastaticus 는 세포 외로 분비되는 glucoamylase I, II, III 동위효소 중 하나를 생산하여 전분을 가수분해하여 포도당을 생성할 수 있다. Glucoamylase I, II, III는 STA1, STA2, STA3 유전자에 의해 각각 암호화된다. 효모 Saccharomyces 속이 포자가 형성되는 시기에 세포 내에서 특이적으로 발현된다고 알려진 glucoamylase (SGA)의 분자생물학적 및 생화학적 연구를 수행하기 위한 일환으로 S. diastaticus YIY 345 형질전환체의 배양 상등액으로부터 SGA 정제를 시도하였다. 황산암모늄 침전, DEAE-Sephadex A-50, CM-Sephadex C-50, Sephadex G-200 chromatography 등의 정제과정을 거쳐서 비특이 활성이 174배 증가된 0.22 mg의 순수한 SGA를 얻었다. HPLC와 SDS-PAGE 분석을 통해 이 효소는 63, 68 kDa의 단위체로 구성된 이합체임을 확인할 수 있었다. Con-A Sepharose 친화성 크로마토그피와 탈당쇄 효소를 처리한 결과로부터 SGA는 N-연결형 당쇄로 수식되었으며 단백질 부분은 59 kDa이었다. 정제한 SGA와 세포 외 분비성 glucoamylase의 효소학적 특성을 조사하고 비교한 결과 SGA의 최적 pH와 온도는 각각 5.5와 $45^{\circ}C$로 나타났으며 세포 외 분비성 glucoamylase는 5.0과 $50^{\circ}C$로 나타났다. SGA는 세포 외로 분비되는 glucoamylase에 비해 열처리 및 SDS에 대해 더 민감한 반응성을 나타내었다.

• 성인간호학회지
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• 제21권6호
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• pp.559-569
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• 2009

Purpose: This study was to examine the reliability and validity of Patient-Generated Subjective Global Assessment (PG-SGA) as a nutritional measurement for stroke patients. Methods: This was a methodological study performed from May 6 to June 10, 2009 at a tertiary university hospital in Seoul. For reliability of PG-SGA, inter-rater reliability was used for statistics. For concurrent validity, BMI and biomarkers were compared between PG-SGA 0 ~ 8 and ${\geq}$ 9. In addition, sensitivity, specificity, and predictive value of PG-SGA compared with SGA were calculated using a contingency table. For predictive validity, hospital day, complications, and readmission within 1-month after discharge were compared between PG-SGA 0 ~ 8 and ${\geq}$ 9. Results: Correlation of PG-SGA score between two observers was 0.83, and kappa value for the agreement of severe malnutrition was 0.78(all $p_s$ < .001). The scored PG-SGA showed high sensitivity and specificity (100% and 96.7%, respectively). Severe undernourished patients (PG-SGA ${\geq}$ 9) had significantly low TLC, protein, albumin, and prealbumin (all $p_s$ < .01) compared with non-undernourished patients (PG-SGA 0 ~ 8). Also, in severe undernourished patients, complications and readmission (all $p_s$ = 0.01) were more often represented, and hospital days (p = .013) were significantly delayed. Conclusion: PG-SGA is a reliable and valid measurement to assess nutritional status for stroke patients.

• Journal of Interdisciplinary Genomics
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• 제4권2호
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• pp.35-38
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• 2022

Background: Prader-Willi syndrome (PWS) is a complex genetic disease associated with growth impairment, severe obesity and metabolic dysfunctions. High proportion of PWS patients are born small for gestational age (SGA) than normal children, which also increase the risk of growth impairment and metabolic dysfunction in PWS. We aimed to compare growth outcome and metabolic profiles between SGA and appropriate for gestational age (AGA) PWS patients. Methods: Data of 55 PWS children and adults aged more than 2 years old (32 male and 23 female, age 2-18.8 years) from single center were studied. Only patients who were treated with GH were included. The clinical characteristics and laboratory findings were reviewed retrospectively. Results: Among 55 subjects, 39 had 15q11-13 deletion and 16 had uniparental disomy (UPD). Twenty (36.3%) were born SGA. All patients received GH treatment, and 11 (20%) discontinued GH treatment. Mean age at GH treatment initiation was 2.5 (range 0.3-12.4) years, and mean duration of treatment was 6.3 (range 1.0-11.3) years. Current height-SDS (-0.36 vs -0.16) and BMI-SDS (1.44 vs 1.33) did not differ between AGA and SGA group. Two patients in SGA group, but none in AGA group had diabetes mellitus. Mean glucose level was also higher in SGA group (100.1 vs 114.4 mg/dL). Conclusion: Our report gives an overview of growth profile and metabolic dysfunctions recorded in GH treated PWS patients. Growth profile did not differ between AGA and SGA group. Glucose level was higher in SGA group, so more careful monitoring and prevention for DM will be required in SGA group.

• 무역상무연구
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• 제62권
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• pp.33-53
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• 2014

This study examines the seller's liability for defects in title of goods under SGA. If the contracting parties choose SGA as a governing law, they should pay attention to whether a contractual stipulation for defects in title of goods is a condition or a warranty. It is because SGA divides contractual terms into a condition and a warranty. And its effects regarding a breach of a condition or a warranty are different. Under SGA s 12(1) as a condition, in a contract of sale, the seller has a right to sell the goods at the time of contract, and in the case of an agreement to sell, he will have such a right at the time when the property is to pass. Under SGA s 12(2) as a warranty, there is an implied warranty that (a) the goods are free, and will remain free until the time when the property is to pass, from any charge or encumbrance and (b) the buyer will enjoy quiet possession of the goods as long as the buyer retains an interest in the goods. But the seller will not be liable if the third party unlawfully interferes with the buyer's possession.

• 아태비즈니스연구
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• 제11권3호
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• pp.273-290
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• 2020

Purpose - The purpose of this paper is to examine the buyer's right to avoid the contract under SGA and CISG. Design/methodology/approach - This paper has conducted literature reviews to analyze the right to avoid the contract of the buyer based on the comparative study. Findings - Under s. 11(3) of SGA, the breach of a condition and an intermediate which deprives the buyer substantially of the whole benefit of the contract may give rise to a right to treat the contract as repudiated. But under Art. 49 of CISG, the buyer has the right to terminate the contract where the seller's failure to performance amounts to a fundamental breach of contract. Regarding the breach of an intermediate and the breach under CISG, the buyer should take into account where the seller's breach is fundamental or not. Moreover, an anticipatory breach can give rise to a right to avoid the contract. The anticipatory breach of a condition justifies termination. The breach of an intermediate and the breach under CISG require an anticipatory fundamental breach of the contract. Under SGA, the buyer has to prove an anticipatory breach in fact but CISG does not require virtual certainty, which SGA has stricter criteria to assess an anticipatory breach. Research implications or Originality - Comparative study helps to understand the nature of provisions under SGA and CISG and suggests practical advice to choose applicable laws. SGA gives more certainty to classify a contractual term. In case of the breach of a condition including the anticipatory breach under SGA, the buyer does not have to ask how much serious the breach is. But CISG requires the fundamental breach of the contract, which means that the buyer has the more burden of proof compared with SGA.

• 무역상무연구
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• 제16권
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• pp.83-114
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• 2001

This paper is focussed on the main features and problems of SGA amendment. main features and problems are as below. First, SGA section 14 uses a new term, that of "satisfactory quality", which is defined in a somewhat circular way and introduces some guidelines in order to solve other problems perceived as arising under the "merchantable quality". The change was largely to assist in the better resolution of consumer disputes and not necessary for commercial disputes because the change involves the substitution of a phrase which meant something but was inappropriate to commercial disputes. As with the definition of "merchantable quality", a court can take the new formulation as an invitation to start afresh; or it can refer to the previous case law. Second, before the SGA amendment, a contract for the sale of undifferentiated part of a bulk shipped or to be shipped on a named ship was a contract for the sale of unascertained goods. So the effect was that property could not pass to the buyer, even though he had paid the price in full, before the goods become ascertained. The main object of the SGA amendment was to improve the buyer's position where he had paid for a specified quantity of goods forming an undifferentiated part of an identified bulk and the seller then became insolvent before the goods for which the buyer had paid were ascertained. The improvement was achieved by making section 16 of the SGA 1979 subject to a new section 20A and includig section 20B, under which a buyer of a specified quantity bulk can acquire a proprietary interest in the bulk. This proprietary solution still has some problems in international sale of goods. Therefore, it would be more appropriated SGA should settle disputes between parties through payment, passing of risk, delivery of goods and/or documents etc. instead of property rights like UCC.

• Clinical and Experimental Pediatrics
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• 제59권1호
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• pp.1-7
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• 2016

Infants born small for gestational age (SGA) are at increased risk of perinatal morbidity, persistent short stature, and metabolic alterations in later life. Recent studies have focused on the association between birth weight (BW) and later body composition. Some reports suggest that fetal nutrition, as reflected by BW, may have an inverse programing effect on abdominal adiposity later in life. This inverse association between BW and abdominal adiposity in adults may contribute to insulin resistance. Rapid weight gain during infancy in SGA children seemed to be associated with increased fat mass rather than lean mass. Early catch-up growth after SGA birth rather than SGA itself has been noted as a cardiovascular risk factor in later life. Children who are born SGA also have a predisposition to accumulation of fat mass, particularly intra-abdominal fat. It is not yet clear whether this predisposition is due to low BW itself, rapid postnatal catch-up growth, or a combination of both. In this report, we review the published literature on central fat accumulation and metabolic consequences of being SGA, as well as the currently popular research area of SGA, including growth aspects.