• 한국지하수토양환경학회:학술대회논문집
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• 한국지하수토양환경학회 2003년도 추계학술발표회
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• pp.409-412
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• 2003

Total extraction of stream sediments in the Kwangyang mine area shows their significant pollution with most trace metals such as Cr, Co, Fe, Pb, Cu, Ni, Zn and Cd, due to sulfide oxidation in waste dumps. Calculations of enrichment factor shows that Chonam-ri creek sediments are more severely contaminated than Sagok-ri sediments. Using the weak acid (0.1N HCl) extraction and sequential extraction techniques, the transport and sediment-water partitioning of heavy metals in mine drainage were examined for contaminated sediments in the Chonam-ri and Sagok-ri creeks of the Kwangyang Au-Ag mine area. Calculated distribution coefficient (Kd) generally decreases in the order of Pb $\geq$Al > Cu > Mn > Zn > Co > Ni $\geq$ Cd. Sequential extraction of Chonam-ri creek sediments shows that among non-residual fractions the Fe-Mn oxide fraction is most abundant for most of the metals. This indicates that precipitation of Fe hydroxides plays an important role in regulating heavy metal concentrations in water, as shown by field observations.

• 한국산업보건학회지
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• 제16권2호
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• pp.91-100
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• 2006

The purpose of this study was to validate alternative method by using non-carcinogenic, and less toxic solvents than NIOSH analytical method 5524 for measuring the airborne MWFs in workplaces. In laboratory tests, the ETM solvents(mixture of same volume for ethyl ether, toluene, and ethanol) were selected. The alternative method of analyzing MWFs, referred to as the ETM solvent extraction method, showed 0.04 mg/sample as LOD, and 0.15 mg/sample as LOQ. The analytical precision (pooled CV, coefficient of variation) of the ETM solvent extraction method for analyzing the straight, soluble, semisynthetic, and synthetic metalworking fluid was 1.5%, 2.0%, 2.6%, 1.6%, respectively, which was similar to the precision (2.6%) of NIOSH analytical method (NIOSH 0500) for total dust. The analytical accuracy by recovery test, spiked mass calculated as extractable mass, was almost 100%. As the result of storage stability test, metalworking fluid samples should be stored in refrigerated condition, and be analyzed in two weeks after sampling. The 95% confidence limit of the estimated total standard error for the ETM solvent extraction method for analyzing the straight, soluble, semisynthetic, and synthetic metalworking fluid was ${\pm}12.6%$, ${\pm}12.5%$, ${\pm}14.0%$, and ${\pm}13.6%$, respectively, which satisfied the OSHA sampling and analytical criteria.

• 대한치과교정학회지
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• 제52권2호
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• pp.102-111
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• 2022

Objective: To develop and explore the usefulness of an artificial intelligence system for the prediction of the need for dental extractions during orthodontic treatments based on gender, model variables, and cephalometric records. Methods: The gender, model variables, and radiographic records of 214 patients were obtained from an anonymized data bank containing 314 cases treated by two experienced orthodontists. The data were processed using an automated machine learning software (Auto-WEKA) and used to predict the need for extractions. Results: By generating and comparing several prediction models, an accuracy of 93.9% was achieved for determining whether extraction is required or not based on the model and radiographic data. When only model variables were used, an accuracy of 87.4% was attained, whereas a 72.7% accuracy was achieved if only cephalometric information was used. Conclusions: The use of an automated machine learning system allows the generation of orthodontic extraction prediction models. The accuracy of the optimal extraction prediction models increases with the combination of model and cephalometric data for the analytical process.

• Bulletin of the Korean Chemical Society
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• 제32권8호
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• pp.2637-2642
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• 2011

A new ultrasonic-assisted micellar extraction and cloud-point pre-concentration method was developed for the determination of major saikosaponins, namely saikosaponins -A, -C and -D, in Radix Bupleuri by high performance liquid chromatography with evaporative light scattering detection (HPLC-ELSD). The non-ionic surfactant Genapol X-080 (oligoethylene glycol monoalkyl ether) was chosen as the extraction additive and parameters affecting the extraction efficiency were optimized. The highest yield was obtained with 10% (w/v) Genapol X-080, a liquid/solid ratio of 200:1 (mL/g) and ultrasonic-assisted extraction for 40 min. In addition, the optimum cloud-point pre-concentration was reached with 10% sodium sulfate and equilibration at $60^{\circ}C$ for 30 min. Separation was achieved on an Ascentis Express C18 column (100 ${\times}$ 4.6 mm i.d., 2.7 ${\mu}M$) using a binary mobile phase composed of 0.1% acetic acid and acetonitrile. Saikosaponins were detected by ELSD, which was operated at a $50^{\circ}C$ drift tube temperature and 3.0 bar nebulizer gas ($N_2$) pressure. The water-based solvent modified with Genapol X-080 showed better extraction efficiency compared to that of the conventional solvent methanol. Recovery of saikosaponins ranged from 93.1 to 101.9%. An environmentally-friendly extraction method was successfully applied to extract and enrich major saikosaponins in Radix Bupleuri.

• Journal of Korean Society for Atmospheric Environment
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• 제14권E호
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• pp.27-40
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• 1998

The solubility characteristics of organic compounds were studied in terms of the extraction efficiency as a function of the polarity of the organic solvent, and the acidity of water in urban aerosol samples collected in University of East Anglia (UEA), Norwich, England. The extraction efficiency of organic compounds were evaluated with respect to the organic carbon, -nitrogen and -hydrogen by means of a wide range of solvent which include polar and nonpolar organic solvents as well as acids and alkaline water. In addition, after being dissolved in aqueous solution, the aqueous chemistry of organic compounds were studied in terms of the organic metal complexes in aerosol, which were studied with oxalic acid, copper, and zinc. The results of this study indicate that solubility characteristics of organic compounds depend on the polarity of the solvents and the acidity of the solvents. In particular, some organic compounds are water soluble, even though they are much smaller than acetone soluble fractions. In the comparison between polar organic solvent extraction and non- polar organic solvent extraction, it can be thought that significant fraction of organic compounds analysed in the aerosol samples, are polar organic compounds because of the higher extraction efficiencies of organic compounds in polar organic solvent extraction than in nonpolar organic solvent extraction. Regarding the study of the oxalic -metal complexes, it can be thought that most oxalic acids are present in the form of oxalic -copper complexes in the aerosols collected at UEA.

• 한국통신학회논문지
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• 제39C권7호
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• pp.608-614
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• 2014

이 논문에서는 비간섭 전력 부하 감시에 알맞은 패턴 인식 시스템을 다룬다. 전력 신호의 고차 적률 정보를 써서 전기기구를 효과적으로 분별하여 인식할 수 있는 새로운 특징 추출 방법을 제안한다. 동작 특성이 비슷한 두 전기기구를 제안한 고차 적률 특징과 커널 판별 분석을 쓰는 패턴 인식 시스템이 효과적으로 분별하여 인식할 수 있다는 것을 모의실험으로 보인다.

• 디지털융복합연구
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• 제11권9호
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• pp.147-151
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• 2013

질의 키워드의 출현 빈도수가 높은 문서를 검색하면 키워드의 의미가 다양하여 정확한 정보를 인지하지 못하며, 기존 검색 시스템의 온톨로지 구성만으로는 검색된 문서들이 사용자의 요구에 부합되지 않는 문제점을 가진다. 본 연구에서는 시맨틱 웹 기술을 기반으로 인사관리에서 인선에 필요한 다양한 개념들과 지식으로 구성된 인선 온톨로지와 인선 규칙들을 구축하고 이들을 지원하는 인선 절차와 인선 결과의 적합성을 확인할 수 있는 시스템을 제안한다. 또한, 이를 기반으로 비모수적 상관 계수를 이용하여 음성 정보를 추출하는 방법을 사용하여 평균 SNR이 0.752dB 감소됨을 보임으로써 제안한 방법의 우수성을 확인하였다.

• 한국의류산업학회지
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• 제3권5호
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• pp.466-472
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• 2001

To find a suitable condition in this process examined, we investigated the main control factors, such as, the NaOH concentrations, such as, the NaOH concentrations, the heat treating times, and the heating temperatures. The resulting mechanical properties of the fabrics also studied. The samples used were Nylon/Co-PET sea-island type composite microfiber (Co-PET content: 35%) non-woven fabric. The conclusions obtained were as follows. 1. For the complete extraction of Co-PET from the sample non-woven fabric in the dry hot air process, $160^{\circ}C$ of air temperature, 15 min. of treatment time, and around 30% of NaOH concentration were required. On the other hand, in the wet hot air process, $140^{\circ}C$ of air temperature, 3.5 min. of treatment time, and around 30% of NaOH concentration were required. 2. The mechanical properties of the continuous processed samples showed that the WT, B, and WC increased with increasing the weight reduction ratio. However, the G, decreased with increasing the weight loss ratio. Note that, particularly in B, it increased drastically when the weight deduction ratios exceeded 30%. 3. As increasing the wet hot air temperature from 130 to $140^{\circ}C$, B appeared to increase, however, WT, G, and WC appeared to decrease. 4. The best condition found in this continuous process to extract Co-PET is the wet hot air temperature of 140, NaOH concentration of 28% or above, and the treatment time 2-4 min.

• 인지과학
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• 제22권4호
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• pp.347-364
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• 2011

본 논문에서는 fMRI를 사용하여 뇌신경 반응을 측정한 후, 자극으로 주어진 $10{\times}10$ 크기의 이진 영상을 사전 정보 없이 복원하기 위해 비음수 행렬 분해를 이용한 자동화된 영상 기저 추출 방법을 제안한다. 영상 기저란 영상을 표현하는 기본 단위로, 기존 연구에서는 사전에 정의된 $1{\times}1$, $2{\times}1$, $1{\times}2$, $2{\times}2$의 크기를 갖는 총 361개의 영상 기저에 반응하는 뇌 신호를 분석하여 기저 영상으로 복원하고, 모든 기저에 대한 복원 결과를 선형 결합하여 최종복원 영상을 획득하였다. 사람이 사전에 정의한 영상 기저를 필요로 하는 기존 연구와는 달리, 본 연구에서는 비음수 행렬 분해를 기반으로 학습 데이터로 주어진 이진 영상을 가장 잘 표현하는 영상 기저를 자동 추출하였다. 자동으로 추출된 영상 기저를 사용하여 이진 영상을 복원한 결과, 기존 연구 방법보다 개선된 복원 정확도를 보였다.

• Journal of Platform Technology
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• 제9권2호
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• pp.46-54
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• 2021

최근, 차량의 자율주행에 대한 기술이 개발되면서 안정성은 매우 흥미로운 요소로 관심이 증대되고 있다. 그리고 자율주행에 대하여 1980년대 중반부터 전세계의 많은 대학, 연구 센터, 자동차 회사, 그리고 다른 산업의 회사들에 의해 연구 및 개발되고 있다. 본 연구에서는 자율주행 차량의 안전성을 위한 도로의 위협적인 장애물을 자동 추출하는 방안에 대한 기초 연구를 제안한다. 자동차 도로 위에는 다양한 장애물들이 존재하지만, 본 연구에서는 위협적인 장애물은 도로의 중앙에 위치하며 비교적 큰 개체로 정의한다. 먼저, 입력 영상에 대하여 해상도를 달리하여 분할하고 분할된 영역들은 내부 영역과 외부 영역으로 분류한다. 외부 영역은 영상의 경계에 인접하고 내부 영역은 그렇지 않다. 또한, 저해상도 영상에 인접한 영역이 동일한 영역에 포함되면 각 영역은 인접 영역과 병합된다. 그리고 주요한 객체 영역과 주요한 배경 영역은 각각 내부 영역과 외부 영역에서 선택된다. 따라서, 주요한 객체 영역은 면적과 크기 정보를 활용하여 장애물을 대표하는 영역으로 추출된다. 실험을 통하여 제안된 방법이 자동차 자율주행 안전성을 높여 사고와 사상자를 줄일 수 있는 기초연구에 기여할 수 있을 것으로 기대한다.