• KSII Transactions on Internet and Information Systems (TIIS)
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• 제14권2호
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• pp.907-923
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• 2020

For the severe haze situation in the Beijing-Tianjin-Hebei region, conventional fine particulate matter (PM2.5) concentration prediction methods based on pollutant data face problems such as incomplete data, which may lead to poor prediction performance. Therefore, this paper proposes a method of predicting the PM2.5 concentration based on image analysis technology that combines image data, which can reflect the original weather conditions, with currently popular machine learning methods. First, based on local parameter estimation, autoregressive (AR) model analysis and local estimation of the increase in image blur, we extract features from the weather images using an approach inspired by free energy and a no-reference robust metric model. Next, we compare the coefficient energy and contrast difference of each pixel in the AR model and then use the percentages to calculate the image sharpness to derive the overall mass fraction. Furthermore, the results are compared. The relationship between residual value and PM2.5 concentration is fitted by generalized Gauss distribution (GGD) model. Finally, nonlinear mapping is performed via the wavelet neural network (WNN) method to obtain the PM2.5 concentration. Experimental results obtained on real data show that the proposed method offers an improved prediction accuracy and lower root mean square error (RMSE).

• 열처리공학회지
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• 제31권6호
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• pp.307-314
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• 2018

Simple tensile tests and microstructural investigations have been performed on extrudates of high strength aluminum alloys such as 7075, 7021 and 7xxx(Sc) to understand correlation between extruding conditions and extruded properties. Tensile specimens which were taken from different locations at the same cross section of an extrudate were tested at room temperature and with a strain rate of $8.9{\times}10^{-5}/s$. The microstructures according to the locations at the cross section have been observed using optical microscopy and electron back-scattered diffraction (EBSD) mapping to characterize the effect on stress-strain curve. The results could be classified in three types independent of alloying contents and extusion methods. The fine differences in the stress-strain curves were resulted from inhomogenity in the microstructures according to locations of an extrudate which were performed through instantaneous extruding conditions such as temperature, strain rate and strain.

• 한국실내디자인학회논문집
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• 제23권3호
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• pp.83-91
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• 2014

As a applied art, Architecture is a synthetic art for dwelling and settlement. It has started with the origin of the human. and Artistical-technological indicator, include not only materiality but also immateriality such as history and society. After 20C, various categories of thinking is a undergoing rapid change. especially, beginning in 1900, The intrinsic value of "Fine Art" had lost their competitive power in the face of industrial revolution's mass production. and it has been displaced by a "new concept", such as a conveyance of meaning or rational way of thinking. This change means free from the tradition and custom of a past. for that reasons, Due to the nature of applied art, it always include design symbolism and designer's thinking is mainly processed in their own system of thinking. Symbolism for the art was distinguished from a general concept by the connotative meaning that called "the dual image". Therefore, at the start, this study will define about design and symbolism with a architecture as a applied art. then, Analysis the expression tendency of the contemporary architecture and modification. as a result, It aim to systematize mapping process and suggest the classification of various visual cue.

• 대한원격탐사학회지
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• 제28권6호
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• pp.653-660
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• 2012

This study classified paddy fields according to rice varieties and monitored temporal changes in rice growth using SAR backscatter coefficients (${\sigma}^{\circ}$). A growing period time-series of backscatter coefficients was set up for nine fine-beam mode RADARSAT-1 SAR images from April to October 2005. The images were compared with field-measured rice growth parameters such as leaf area index (LAI), plant height, fresh and dry biomass, and water content in grain and plants for 45 parcels in Dangjin-gun, Chungnam Province, South Korea. The average backscatter coefficients for early-maturing rice varieties (13 parcels) ranged from -18.17 dB to -6.06 dB and were lower than those for medium-late maturing rice varieties during most of the growing season. Both crops showed the highest backscatter coefficient values at the heading stage (late July) for early-maturing rice, and the difference was greatest before harvest for early-maturing rice. The temporal difference in backscatter coefficients between rice varieties may play a key role in identifying early-maturing rice fields. On the other hand, comparisons with field-measured parameters of rice growth showed that backscatter coefficients decreased or remained on a plateau after the heading stage, even though the growth of the rice canopy had advanced.

• 패션비즈니스
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• 제12권6호
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• pp.23-33
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• 2008

The physico-chemical characteristics by bleaching treatments were assessed by several instrumental analyses such as surface morphology, chemical structural change, color change as well as tensile strength. The change of morphological characteristic was observed through scanning electron microscope(SEM). The observation of the fine structure on hair surface by SEM showed the bleached hair had much damaged to hair cuticle, and some of cuticle surface were worn away. To investigate the chemical structural changes in hair keratin, the cross-sections of hair samples were directly analysed using Fourier transform infrared microspectroscopy(FT-IRM). The results showed the cysteic acid S=O band intensity was distinctively increased by performing the bleaching treatment. The cleavage of cystine was appeared to proceed primarily through the sulfur-sulfur (-S-S-) fission whereby cysteic acid was formed as a principal oxidation products. The distribution of amide I band in hair keratin was determined by attenuated total reflectance(ATR) FT-IR mapping image. The results showed that the outer side of hair cortex was more damaged than the inner side of the hair cortex. Also, during chemical bleaching of the hair with alkaline peroxide, the hair was turned to reddish yellow due to the oxidative degradation of eumelanin. This means the eumelanin is more unstable than pheomelanin in chemical oxidation. With bleaching, the tensile strength was also reduced as a results of the chemical oxidation.

• Genomics & Informatics
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• 제17권3호
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• pp.29.1-29.8
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• 2019

The Wellcome Trust Case Control Consortium (WTCCC) study was a large genome-wide association study that aimed to identify common variants associated with seven diseases. That study combined two control datasets (58C and UK Blood Services) as shared controls. Prior to using the combined controls, the WTCCC performed analyses to show that the genomic content of the control datasets was not significantly different. Recently, the analysis of human leukocyte antigen (HLA) genes has become prevalent due to the development of HLA imputation technology. In this project, we extended the between-control homogeneity analysis of the WTCCC to HLA. We imputed HLA information in the WTCCC control dataset and showed that the HLA content was not significantly different between the two control datasets, suggesting that the combined controls can be used as controls for HLA fine-mapping analysis based on HLA imputation.

• 한국작물학회:학술대회논문집
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• 한국작물학회 2022년도 추계학술대회
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• pp.283-283
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• 2022

Abiotic stresses such as high/low temperature, drought, salinity, and submergence directly or indirectly influence the physiological status and molecular mechanisms of rice which badly affect yield. Especially, the low temperature causes harmful influences in the overall process of rice growth such as uneven germination and the establishment of seedlings, which has become one of the main limiting factors affecting rice production in the world. It is of great significance to find the candidate genes controlling low-temperature tolerance during seed germination and study their functions for breeding new rice cultivars with immense low-temperature tolerance during seed germination. In this study, 120 lines of Cheongcheong/Nagdong double haploid population were used for quantitative trait locus analysis of low-temperature germinability. The results showed significant difference in germination under low different temperature conditions. In total, 4 QTLs were detected on chromosome 3, 6, and 8. A total of 41 genes were identified from all the 4 QTLs, among them, 25 genes were selected by gene function annotation and further screened through quantitative real time polymerase chain reaction. Based on gene function annotation and level of expression under low-temperature, our study suggested OsGPq3 gene as a candidate gene controlling viviparous germination, ABA and GA signaling under low-temperature. This study will provide a theoretical basis for marker-assisted breeding.

• 대한전자공학회논문지SD
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• 제46권8호
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• pp.22-30
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• 2009

네트워크 온 칩 (Network-on-Chip, NoC) 기술은 기존 시스템-온-칩(System-on-Chip, SoC) 설계에서 IP 블록 수 증가와 이에 수반된 상호 연결 네트워크 복잡화 및 데이터 대역폭 제한 등의 문제점을 해결하기 위한 새로운 설계 패러다임이다. 더불어 동작 주파수 증가에 따른 급격한 전력 소모 클럭 신호의 분배와 동기화 문제 역시 중요한 이슈이며, 이에 대한 대안으로 광역적으로는 비동기, 국부적으로는 동기식 (Globally Asynchronous Locally Synchronous, GALS) 인 시스템 설계 방법론이 저전력 기술과 결합되어 에너지 소모를 줄이고 모듈적인 설계를 위해서 고려되어 왔다 GALS 방식의 설계 스타일은 정밀한 시스템 수준 전력 관리를 적용하기 위해 최근 소개되고 있는 전압 주파수 구역 (Voltage-Frequency-Island, VFI) 의 개념과 매우 잘 어울린다. 본 논문에서는 VFI를 적용한 NoC 시스템에서 최적의 전압선택을 통해 에너지 소모를 최소화하는 효율적인 알고리즘을 제시한다. 최적의 코어(또는 처리 소자) 전압과 VFI를 찾기 위해 통신량을 고려한 코어 그래프 분할, 통신-경쟁 시간을 고려한 타일 매핑, 전력 변화량을 고려한 코어의 동적 전압 조절 그리고 효율적인 VFI 병합 및 VFI 동적 전압 재 조절을 포함한다. 본 논문에서 제안한 설계 방법론은 기존 연구결과 대비 평균적으로 10.3%의 에너지 효율 향상이 있다는 것을 실험 결과를 통해 보여준다.

• 한국음향학회지
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• 제14권2호
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• pp.101-112
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• 1995

본 논문에서는 패턴 매칭 방법에 근거하여 인식 단위가 음소인 음소 기반 인식 시스템을 구성하였다. 선택한 신경망 구조는 생물학적 신경망인 코호넨(T. Kohonen)의 SOFM(Self-Organizing Feature Map)으로 패턴 매칭 과정 중 클러스터러(clusterer)로 사용하였다. SOFM 신경망은 신호 공간에 대해서 최적의 국소(局所) 해부적 사상(local topographical mapping)에 의한 자기 조직화 과정을 수행하며, 그 결과 인식 문제에 있어서 상당히 높은 정확도를 나타낸다. 따라서 SOFM 신경망은 음소 인식에도 효과적으로 응용될 수 있다. 또한 음소 인식 시스템의 성능 향상을 위해 K-means클러스터링 알고리즘이 결합된 학습 알고리즘을 제안하였다. 제안된 음소 인식 시스템의 성능을 평가하기 위해 먼저, 인식 대상음소는 모음군 17개, 자음의 경우 파열음9개, 마찰음 3개, 파찰음 3개, 유음 및 비음 4개, 음소의 성질이 다른 종성 7개의 음소군으로 모두 43개의 음소를 대상으로 실험하였으며, 각 음소군에 대한 특징 지도를 구성하여 레이블러(labeler)의 기능을 수행하게 하였다. 화자 종속 인식 실험 결과 $87.2\%$의 인식률을 보였으며 제안한 학습법의 빠른 수렴성과 인식률 향상을 확인하였다.

• 자원환경지질
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• 제45권5호
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• pp.565-578
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• 2012

태백산분지 캠브리아기 세송층의 퇴적상이 정밀 주상도 작업과 야외조사에 의해 분석되었다. 결과로 5개의 퇴적상이 세송층 내에서 인지되었으며 이들은 석회질 단괴를 포함한 셰일상, 망상형 와케스톤-팩스톤상, 엽리질 실트암상, 세립 및 중립질 사암상, 석회 잔자갈 역암상 등을 포함한다. 퇴적상 분석과 함께 수행된 수직적 상변화에 대한 연구는 세송층이 외대륙붕 및 내대륙붕 환경 하에서 상대적인 해수면의 하강에 의해 퇴적되었음을 지시한다. 특히, 세송층 최상부에 10 m 두께의 세립 및 중립질 사암층의 천해성 퇴적양상은 동 시기인 로렌시아 대륙의 Steptoean Stage(Dunderburgia) 퇴적층 내에서 나타나는 퇴적상 변화와 매우 유사한 양상을 보인다. 이러한 두 대륙 사이의 동 시기 퇴적층의 퇴적상에 관한 비교는 세송층의 퇴적이 캠브리아기 중기 후반에서 캠브리아기 후기 초반 동안에 있었던 전 지구적인 해수면의 하강의 영향을 잘 반영하고 있음을 암시한다. 또한 세송층 상부구간의 세립 및 중립질 천해성 사암층 내에는 시퀀스 층서학적으로 의미가 있는 하나의 층서불연속면이 인지된다. 이러한 층서불연속면은 로렌시아 대륙에서 정의되었던 Sauk II-III 시퀀스 경계면에 대비될 수도 있다. 따라서 본 연구에서 도출된 결과는 태백산분지 내 캠브리아기 중기 및 후기 퇴적층(예; 세송층)들의 지역 간 대비에 있어서 새로운 층서적 사고의 틀로 사용될 수 있으며, 향후 대륙 간 층서대비에 있어 매우 유용한 정보를 제공해 줄 수 있다.