• 한국정보통신학회:학술대회논문집
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• 한국정보통신학회 2019년도 춘계학술대회
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• pp.319-322
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• 2019

실내 환경에서 사용자의 위치를 측위하는 다양한 기법들이 있다. 그중 와이파이 핑거프린트 기법은 데이터 수집 단계와 측위 단계로 구분된다. 데이터 수집 단계에서는 해당 위치 주변의 모든 와이파이 신호를 수집하여 리스트 형태로 관리한다. 수집된 데이터가 많을수록 실내측위 정확도가 향상된다. 기존 고품질 데이터 수집 및 관리 방법은 많은 시간과 비용이 소모되고, 기계학습에 필요한 데이터를 추출해 생성할 때 많은 연산이 필요하다. 따라서 한정된 자원 안에서 많은 데이터를 수집 및 관리할 수 있는 방법을 연구한다. 본 논문은 효율적인 데이터 수집 기법과 기계학습에 필요한 학습 데이터 관리 및 생성 기법을 제안한다.

• 디지털콘텐츠학회 논문지
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• 제18권5호
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• pp.811-820
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• 2017

음원 서비스의 주요 기능 중 하나인 내용 기반 검색을 위해 음원의 지문을 채취하여 데이타베이스에 저장하고 색인하여 검색에 활용하는 기법이 널리 사용되고 있다. 그런데 지속적으로 추가되는 신규 음원의 지문이 기존의 데이타베이스에 계속 삽입되면 공간 효율 및 음원 검색 성능의 저하가 점차 초래되는 문제점이 있다. 따라서 시스템 운용 비용의 증가를 가져오는 주기적인 데이터 베이스 재구성 없이 효율적인 음원 데이타베이스의 확장을 지원하는 기법이 요구된다. 본 논문에서는 샤잠의 지문 채취 알고리즘을 기반으로 클러스터 컴퓨팅 환경에서 맵리듀스 및 NoSQL 데이타베이스를 사용하여 이러한 문제를 해결하는 내용 기반 음원 검색 시스템의 설계를 제시하고 실제 음원 데이터를 이용한 다양한 실험을 통해 그 성능을 평가한다.

• Journal of Microbiology and Biotechnology
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• 제17권2호
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• pp.207-217
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• 2007

The Saccharomyces0 cerevisiae KNU5377 strain, which was isolated from spoilage in nature, has the ability to convert biomass to alcohol at high temperatures and it can resist against various stresses [18, 19]. In order to understand the defense mechanisms of the KNU5377 strain under menadione (MD) as oxidative stress, we used several techniques for study: peptide mass fingerprinting (PMF) by matrix-assisted laser desorption/ionization-time of flight (MALDI-TOF) mass spectrometry (MS) followed by two-dimensional (2D) gel electrophoresis, liquid chromatography electrospray ionization tandem mass spectrometry (LC-ESI-MS/MS), and surface-enhanced laser desorption ionization-time of flight (SELDI-TOF) technology. Among the 35 proteins identified by MALDI-TOF MS, 19 proteins including Sod1p, Sod2p, Tsa1p, and Ahp1p were induced under stress condition, while 16 proteins were augmented under normal condition. In particular, five proteins, Sod1p, Sod2p, Ahp1p, Rib3p, Yaf9p, and Mnt1p, were induced in only stressed cells. By LC-ESI-MS/MS analysis, 37 proteins were identified in normal cells and 49 proteins were confirmed in the stressed cells. Among the identified proteins, 32 proteins were found in both cells. Five proteins including Yel047cp and Met6p were only upregulated in the normal cells, whereas 17 proteins including Abp1P and Sam1p were elevated in the stressed cells. It was interesting that highly hypothetical proteins such as Ynl281wp, Ygr279cp, Ypl273wp, Ykl133cp, and Ykr074wp were only expressed in the stressed cells. SELDI-TOF analysis using the SAX2 and WCX2 chips showed that highly multiple-specific protein patterns were reproducibly detected in ranges from 2.9 to 27.0 kDa both under normal and stress conditions. Therefore, induction of antioxidant proteins, hypothetical proteins, and low molecular weight proteins were revealed by different proteomic techniques. These results suggest that comparative analyses using proteomics might contribute to elucidate the defense mechanisms of KNU5377 under MD stress.

• 대한수의학회지
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• 제41권2호
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• pp.157-165
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• 2001

Amplified fragment length polymorphism(AFLP) technique is based on the polymorphism detection through selective PCR amplification of restriction fragments from digested genomic DNA and thus includes the procedures of the total DNA digestion by endonucleases, ligation of adapters to the ends of the fragments, and following the selective amplification of the restricted DNA fragments. This study were aimed to : (1) determine the genetic variability of S aureus strains, (2) estimate genetic diversity within and among these strains, (3) compare phylogenetic relationships among these strains as genetic markers using AFLP techniques. Genomic DNA was digested with a particular combination of three restriction enzymes with specific recognition sites and the DNA fragments were ligated to restriction specific adapters and amplified using the selective primer combinations. In the S aureus strain, the number of scorable AFLP bands detected per each primer combination varied from 29 to 102, with an average of 61.59 using 27 primer combinations. A total of 1,663 markers were generated, 904 bands of which were polymorphic, showing a 33.48% level of polymorphism with these primer combinations. Among the primer combinations, E02/T02, E02/T03, E04/H02, E02/T01 and E04/H03 primer combinations showed a high level of polymorphism with 0.78, 0.76, 0.74, 0.71 and 0.70, respectively. But T03/H01, E01/T02 and E01/T03 primer combinations showed a low level of polymorphism with 0.38, 0.37 and 0.15, respectively, Therefore, the former primer combinations will be the most effective for AFLP analysis of S aureus. In SA1 sub-types the level of polymorphism of S aureus KCTC 1927 was similar to that of S aureus CU 01(0.825) and higher than those of other strains such as S aureus CU 02 (0.715), S aureus KCTC 2199(0.625), S aureus KCTC 1916(0.607) and S aureus KCTC 1621 (0.553). In SA2 sub-types the level of polymorphism of S aureus CU 07 was similar to that of S aureus CU 08(0.935) and higher than those of both S aureus CU 04(0.883) and S aureus CU 05(0.883) and lower than those of S aureus CU 03(0.583). In SA3 subtypes the level of polymorphism of S aureus CU 11 was similar to that of S aureus CU 12(0.913) and lower than that of S aureus CU 15(0.623). The results proved that AFLP marker analysis of S aureus strain could be used to study the epidemiology of mastitis and in addition, common genotype in geographic region could be useful for the development of an effective vaccine or DNA marker for easy diagnosis of mastitis caused by S aureus infection.

• 셀메드
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• 제11권1호
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• pp.4.1-4.8
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• 2021

Background: The Unani system of medicine has been practised since centuries for the treatment of a range of diseases. In spite of their efficacy they have been widely criticised due to the lack of standardization and poor quality control. Standardization of Unani medicine is a valuable issue at the present because they are very prone to contamination, deterioration, adulteration and variation in composition due to biodiversity as well as careless collection. Objective: To Standardize and Development of HPTLC Fingerprinting of a polyherbal Unani formulation Qurs-e-Safa. Materials and methods: The conventional and modern analytical techniques were used to standardise Qurs-e-Safa. The study was carried into three different batches of Qurs-e-Safa prepared with its ingredients. The parameters studied are organoleptic, microscopic, physicochemical parameters, phytochemical screening, TLC, HPTLC profile, aflatoxin, microbial load and heavy metal analysis. Results and conclusion: Qurṣ-e-Sa'fa is dark yellow in colour and aromatic smell. Uniformity of diameter and weight variation were found to be 13 ± 0, and 524.7 ± 1.72 mg. friability, hardness and disintegration time of all 3 batches were found to be (0.0615 ± 0.004, 0.0885 ± 0.0047 and 0.0725 ± 0.0058), (3.5 ± 0.2886, 3.67 ± 0.1674 and 3.67 ± 0.1674) and (16 to 17 minutes). Extractive value were found to be maximum in distilled water (38.488 ± 0.20, 37.3824 ± 0.38 and 39.8177 ± 0.13) followed by alcohol (27.5406 ± 0.54, 27.5656 ± 0.32 and 26.9229 ± 0.25). Loss of weight on drying, pH, total ash, acid insoluble ash, qualitative test was set in. Phytochemical screening revealed the presence of Carbohydrates, Phenols, Resins, Proteins, Steroids, fixed oil and Flavonoids. The microbial load was found absent and heavy metals were within permissible limits. The data evolved from the study may serve as a reference to validate and also help in the quality control of other finished products in future research.

• 한국정보통신학회논문지
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• 제14권11호
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• pp.2463-2470
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• 2010

실시간으로 특정 대상의 위치를 추적하는 것은 특히 u-헬스 서비스에 있어서는 이용자가 자율적인 통제가 어려운 상황에 처할 수 있음에 따라 중요하게 요구되는 사항이다. 지금까지 위치를 인식하는 대표적 방법으로 삼각측량법이 제시되어 왔는데, 이는 세 개의 고정된 기준점에 의하여 대상노드와의 거리를 측량하여 위치를 추정하는 방법이다. 그러나 특히 u-헬스 서비스에서 이용자는 위치인식을 위한 기준 수신장치로부터 멀어지거나 또는 수신장치의 장애, 고장, 부재 등과 같은 통신 도달성이 결여된 여건에 처할 수 있다. 본 논문에서는 이러한 특수한 여건이나 상황에 적용 가능한 위치인식 방안과 이를 실시간으로 추적할 수 있는 방법을 연구하여 제시한다.

• 한국작물학회지
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• 제62권1호
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• pp.40-50
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• 2017

Seed storage proteins are used as carbon and nitrogen sources for the nutritional improvement of seeds. Since the composition of proteins from the Korean cultivars of proso millet is unknown, this study was conducted to obtain a reference map of millet seed proteins and identify the functional characteristics of the identified proteins. Proteins extracted from proso millet seeds of various cultivars were investigated using proteomic techniques such as 2-D electrophoresis coupled with mass fingerprinting; 1152 (differentially expressed) protein spots were detected on the 2-D gels. Among them, 26 reproducible protein spots were analyzed using matrix-assisted laser desorption/ionization time-of-flight/time-of-flight mass spectrometry. Out of the 26 proteins, 2 proteins were upregulated in all the millet cultivars, while 13 proteins were upregulated and 11 proteins were downregulated in 2 cultivars. Abundance of most of the identified protein species associated with polysaccharide and starch metabolism, transcription, and pathogenesis was significantly enhanced, while that of other protein species involved in glycolysis, stress response, and transduction was severely reduced. Taken together, the results suggest that the differential expression of the proteins from the four millet cultivars may be cultivar-specific. By conducting a proteomic investigation of millet seeds from different cultivars, we sought to better understand the functional categorization of individual proteins on the basis of their molecular functions. We believe that the identified proteins may help in investigating genetic variations in millet cultivars.

• 한국작물학회:학술대회논문집
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• 한국작물학회 2017년도 9th Asian Crop Science Association conference
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• pp.120-120
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• 2017

Since the composition of proteins from the Korean cultivars of Proso millet is unknown; thereby, the present study was conducted to obtain a reference map of millet seed proteins and identify the functional characteristics of the identified proteins. Proteins extracted from the millet seeds of various cultivars, were investigated using proteomic techniques as 2D electrophoresis coupled with mass fingerprinting. The 1152 (differentially expressed) proteins were detected on 2-D gel. Among them, 26 reproducible protein spots were analyzed by MALDI-TOF-TOF mass spectrometry. Out of 26 proteins, 2 proteins were up-regulated towards all cultivars of millet, while 7 proteins were up-regulated and 13 proteins were down-regulated against only one cultivar. However, abundance in most identified protein species, associated with metabolism, transcription and transcription was significantly enhanced, while that of another protein species involved in polysaccharide metabolism, stress response and pathogenesis were severely reduced. Taken together, the results observed from the study suggest that the differential expression of proteins from the four cultivars of millet may be cultivar-specific. Taken together, a proteomic investigation of millet seeds from different cultivars, we sought to better understand the genetic variation of millet cultivars representing the future millet research, and the functional categorization of individual proteins on the basis of their molecular function.

• 분석과학
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• 제33권2호
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• pp.98-107
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• 2020

Methamphetamine (MA) is currently the most abused illicit drug in Korea. MA is produced by chemical synthesis, and the final target drug that is produced contains small amounts of the precursor chemicals, intermediates, and by-products. To identify and quantify these trace compounds in MA seizures, a practical and feasible approach for conducting chromatographic fingerprinting with a suite of traditional chemometric methods and recently introduced machine learning approaches was examined. This was achieved using gas chromatography (GC) coupled with a flame ionization detector (FID) and mass spectrometry (MS). Following appropriate examination of all the peaks in 71 samples, 166 impurities were selected as the characteristic components. Unsupervised (principal component analysis (PCA), hierarchical cluster analysis (HCA), and K-means clustering) and supervised (partial least squares-discriminant analysis (PLS-DA), orthogonal partial least squares-discriminant analysis (OPLS-DA), support vector machines (SVM), and deep neural network (DNN) with Keras) chemometric techniques were employed for classifying the 71 MA seizures. The results of the PCA, HCA, K-means clustering, PLS-DA, OPLS-DA, SVM, and DNN methods for quality evaluation were in good agreement. However, the tested MA seizures possessed distinct features, such as chirality, cutting agents, and boiling points. The study indicated that the established qualitative and semi-quantitative methods will be practical and useful analytical tools for characterizing trace compounds in illicit MA seizures. Moreover, they will provide a statistical basis for identifying the synthesis route, sources of supply, trafficking routes, and connections between seizures, which will support drug law enforcement agencies in their effort to eliminate organized MA crime.

• 한국축산식품학회지
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• 제33권2호
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• pp.281-286
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• 2013

Salmonella Gallinarum (SG) is known as an important pathogen that causes fowl typhoid in chickens. To investigate SG outer-membrane proteins (OMPs) as a vaccine candidate, we used proteomic mapping and database analysis techniques with extracted OMPs. Also, extracted OMPs were evaluated in several aspects to their safety, immune response in their host and protective effects. Our research has established a proteomic map and database of immunogenic SG-OMPs used as inactive vaccine against salmonellosis in chickens. A total of 22 spots were detected by 2-dimensional gel electrophoresis and immunogenic protein analysis. Eight spots were identified by Matrix-Assisted Laser Desorption/Ionization-Time of Flight-Mass spectrometry (MALDI-TOF-MS) and peptide mass fingerprinting (PMF) and categorized into four different types of proteins. Among these proteins, OmpA is considered to be an immunogenic protein and involved in the hosts' immune system. To estimate the minimum safety dose in chickens, 35 brown layers were immunized with various concentrations of OMPs, respectively. Consequently, all chickens immunized with more than a $50{\mu}g$ dose were protected against challenges. Moreover, intramuscular administration of OMPs to chickens was more effective compared to subcutaneous administration. These results suggest that the adjuvanted SG-OMP vaccine not only induces both the humoral and cellular immune response in the host but also highly protects the hosts' exposed to virulent SG with $50{\mu}g$ OMPs extracted by our method.