• 정보처리학회논문지:소프트웨어 및 데이터공학
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• 제11권7호
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• pp.283-290
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• 2022

블록체인 기술은 거래를 투명하게 관리함으로써 중앙통제 없이 신뢰 가능한 P2P 거래를 가능하게 한다. 최근에는 금전적 가치를 지닌 선하증권(Bill of Lading, B/L서류)의 무결성을 확보하기 위해 블록체인을 적용한 연구가 진행되고 있다. 본 논문에서는 사용성 개선을 위한 블록체인 기반의 선하증권 시스템을 제안한다. 수출자는 선사로부터 발급 받은 선하증권을 블록체인에 저장하고, 은행에서 이를 조회하여 신용장 거래를 수행한다. 수입자는 선하증권 서류의 지문이 담긴 QR코드(Quick Response code)로 신원증명을 완료한 뒤 화물을 인도 받게 된다. 수출자는 우편으로 보낼 시간과 비용을 절약하고, 물품의 보안을 강화할 수 있다는 점에서 큰 효과를 거둘 수 있다. 수입자의 경우 선적 서류가 블록체인 네트워크에 등록되자 마자 서류를 열람할 수 있고, 신뢰를 바탕으로 거래를 수행할 수 있다는 이점을 갖는다. 뿐만 아니라 은행에서는 선적서류에 대한 검증을 더욱 신속하게 수행할 수 있다.

• Restorative Dentistry and Endodontics
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• 제46권3호
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• pp.42.1-42.15
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• 2021

Objectives: This study aimed to analyze the main features of the 25 most-cited articles in minimally invasive access cavities. Materials and Methods: An electronic search was conducted on the Clarivate Analytics' Web of Science 'All Databases' to identify the most-cited articles related to this topic. Citation counts were cross-matched with data from Elsevier's Scopus and Google Scholar. Information about authors, contributing institutions and countries, year and journal of publication, study design and topic, access cavity, and keywords were analyzed. Results: The top 25 most-cited articles received a total of 572 (Web of Science), 1,160 (Google Scholar) and 631 (Scopus) citations. It was observed a positive significant association between the number of citations and age of publication (r = 0.6907, p < 0.0001); however, there was no significant association regarding citation density and age of publication (r = -0.2631, p = 0.2038). The Journal of Endodontics made the highest contribution (n = 15, 60%). The United States had the largest number of publications (n = 7) followed by Brazil (n = 4), with the most contributions from the University of Tennessee and Grande Rio University (n = 3), respectively. The highest number of most-cited articles were ex vivo studies (n = 16), and 'fracture resistance' was the major topic studied (n = 10). Conclusions: This study revealed a growing interest for researchers in the field of minimally invasive access cavities. Future trends are focused on the expansion of collaborative networks and the conduction of laboratory studies on under-investigated parameters.

• 전기학회논문지
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• 제66권2호
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• pp.416-424
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• 2017

In this study, we propose a design of digits recognition system based on RBFNNs through a comparative study of pre-processing algorithms in order to recognize digits in handwritten. Histogram of Oriented Gradient(HOG) is used to get the features of digits in the proposed digits recognition system. In the pre-processing part, a dimensional reduction is executed by using Principal Component Analysis(PCA) and (2D)2PCA which are widely adopted methods in order to minimize a loss of the information during the reduction process of feature space. Also, The architecture of radial basis function neural networks consists of three functional modules such as condition, conclusion, and inference part. In the condition part, the input space is partitioned with the use of fuzzy clustering realized by means of the Fuzzy C-Means algorithm. Also, it is used instead of gaussian function to consider the characteristic of input data. In the conclusion part, the connection weights are used as the extended type of polynomial expression such as constant, linear, quadratic and modified quadratic. By using MNIST handwritten digit benchmarking database, experimental results show the effectiveness and efficiency of proposed digit recognition system when compared with other studies.

• Fisheries and Aquatic Sciences
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• 제26권9호
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• pp.569-581
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• 2023

The morphology and genetic identification of Rasbora lateristriata and Rasbora argyrotaenia between cultivated and wild populations has never been reported. This study compares morphology and cytochrome c oxidase (COI) genes between farmed and wild stock Rasbora spp. in Java and Sumatra island, Indonesia. We analyzed the truss network measurement (TNM) characters of 80 fish using discriminant function analysis statistical tests. DNA was extracted from muscle tissue of 24 fish specimens, which was then followed by polymerase chain reaction, sequencing, phylogenetic analysis, fixation index analysis, and statistical analysis of haplotype networks. Basic Local Alignment Search Tool analysis validated the following species: R. lateristriata and R. argyrotaenia from farming (Jogjakarta); Rasbora agryotaenia (Purworejo), R. lateristriata (Purworejo and Malang), Rasbora dusonensis (Palembang), and Rasbora einthovenii (Riau) from natural resources. Based on TNM characters, Rasbora spp. were divided into four groups, referring to four distinct characters in the middle of the body. The phylogenetic tree is divided into five clades. The genetic distance between R. argyrotaenia (Jogjakarta) and R. lateristriata (Malang) populations (0.66) was significantly different (p < 0.05). R. lateristriata (Purworejo) has the highest nucleotide diversity (0.43). R. argyrotaenia from Jogjakarta and Purworejo shared the same haplotype. The pattern of gene flow among them results from the two populations' close geographic proximity and environmental effects. R. argyrotaenia had low genetic diversity, therefore, increasing heterozygosity in cultivated populations is necessary to avoid inbreeding. Otherwise, R. lateristriata (Purworejo) had a greater gene variety that could be used to develop breeding. In conclusion, the middle body parts are a distinguishing morphometric character of Rasbora spp., and the COI gene is more heterozygous in the wild population than in farmed fish, therefore, enrichment of genetic variation is required for sustainable Rasbora fish farming.

• 대한화장품학회지
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• 제42권3호
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• pp.247-255
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• 2016

화장품 소재로서 천연고분자 물질인 Biocellulose (BC)를 형성하는 균주를 선발하여 초산생성 균주를 선발하였다. SM 배지를 통하여 초산 생성 균주 1종을 선발하고 형태학적인 분석을 통하여 간균형태의 그람음성균임을 확인하였다. 또한 균주의 동정을 위하여 16S rDNA 유전자 분석을 통하여 계통도를 분석한 결과 Gluconobacter uchimurae (G. uchimurae)와 높은 상동성을 나타내어 G. uchimurae GYS15 균주로 명명하였다. 선발된 균주는 pH 5, $25^{\circ}C$ 조건의 환경적 요인에서 14일간 배양하였을 때 가장 높은 생육을 나타내었다. 또한 탄소원으로 glucose 이외에 이당류인 sucrose와 fructose를 첨가 하였을 때 가장 높은 생육활성을 보였고 최적의 염농도와 질소원은 0.5% NaCl과 malto extract로 확인하였다. 확인된 조건 하에서 G. uchimurae GYS15 균주를 배양하여 얻어진 BC의 물성을 확인하였다. 전자 주사현미경을 통하여 확인된 표면구조는 높은 표면적을 갖는 초미세망상구조로서 다공성 구조를 나타내었다. 이로 인해 수분의 경우 $8.6{\pm}0.38$배, 유분의 경우 $6.6{\pm}0.51$배까지 재흡수 되는 것으로 확인하였다. 따라서 BC의 이러한 구조적 특성을 이용하여 마스크팩 등의 다양한 화장품 소재로 활용 가능성을 확인하였다.

• 분석과학
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• 제18권5호
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• pp.381-385
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• 2005

The title compound, $\{H_2NCH_2CH_2NH_2CH_2CH_2\}\{Cu(H_2O)_6\}(SO_4)_2$, I, has been synthesized under solvo/hydrothermal conditions and their crystal structure analyzed by X-ray single crystallography. Compound I crystallizes in the monoclinic system, $P2_1/n$ space group with a = 6.852(1), b = 10.160(2), $c=11.893(1){\AA}$, ${\beta}=92.928(8)^{\circ}$, $V=826.9(2){\AA}^3$, Z = 2, $D_x=1.815g/cm^3$, $R_1=0.031$ and ${\omega}R_2=0.084$. The crystal structure of the piperazine templated Cu(II)-sulfate demonstrate zero-dimensional compound constituted by doubly protonated piperazine cations, hexahydrated copper cations and sulfate anions. The central Cu atom has a elongated octahedral coordination geometry. The crystal structure is stabilized by three-dimensional networks of the intermolecular $O_{water}-H{\cdots}O_{sulfate}$ and $N_{pip}-H{\cdots}O_{sulfate}$ hydrogen bonds between the water molecules and sulfate anions and protonated piperazine cations. Based on the results of thermal analysis, the thermal decomposition reaction of compound I was analyzed to have three distinctive stages.

• International Journal of Fluid Machinery and Systems
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• 제2권4호
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• pp.286-294
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• 2009

Hydroelectric power plants are known for their ability to cover variations of the consumption in electrical power networks. In order to follow this changing demand, hydraulic machines are subject to off-design operation. In that case, the swirling flow leaving the runner of a Francis turbine may act under given conditions as an excitation source for the whole hydraulic system. In high load operating conditions, vortex rope behaves as an internal energy source which leads to the self excitation of the system. The aim of this paper is to identify the influence of the full load excitation source location with respect to the eigenmodes shapes on the system stability. For this, a new eigenanalysis tool, based on eigenvalues and eigenvectors computation of the nonlinear set of differential equations in SIMSEN, has been developed. First the modal analysis method and linearization of the set of the nonlinear differential equations are fully described. Then, nonlinear hydro-acoustic models of hydraulic components based on electrical equivalent schemes are presented and linearized. Finally, a hydro-acoustic SIMSEN model of a simple hydraulic power plant, is used to apply the modal analysis and to show the influence of the turbine location on system stability. Through this case study, it brings out that modeling of the pipe viscoelastic damping is decisive to find out stability limits and unstable eigenfrequencies.

• 정보학연구
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• 제6권1호
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• pp.1-10
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• 2003

본 논문에서는 컴퓨터 네트워크의 보안성을 위해서 다항식을 인수분해하는 데 어려움이 있는 공개키 다항식 지수 암호시스템 알고리즘을 제안하였다. 제안된 공개키 다항식 지수 암호 시스템에서는 암호문은 평문 다항식 W(x,y,z)을 구성하여 이것을 3승하여 그것에 2개의 공개키 다항식 f(x,y,z)와 g(x,y,z)를 각각 임의의 정수를 곱하여 더한 것을 암호문 C(x,y,z)로 하여 수신자에게 보내준다. 공개키 다항식 f(x,y,z)=g(x,y,x)=0 mod p 근을 구하는 어려움 때문에 해독이 힘들게 된다. 제안된 공개키 다항식 지수 암호 알고리즘은 소인수분해의 어려움에 기초를 둔 RSA 방법의 안전성에, 공개키 다항식을 동시에 만족하는 근을 구하는 어려움의 안전성을 더함으로써 보다 더 안전성 있는 공개키 지수 암호 알고리즘으로 된다. 제안된 공개키 다항식 지수 암호시스템의 타당성을 컴퓨터 시뮬레이션을 통하여 입증하였다.

• Smart Structures and Systems
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• 제32권3호
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• pp.135-151
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• 2023

Using 3D asphalt pavement surface data, a deep and multiscale network named CrackNet-M is proposed in this paper for pixel-level crack detection for improvements in both accuracy and robustness. The CrackNet-M consists of four function-specific architectural modules: a central branch net (CBN), a crack map enhancement (CME) module, three pooling feature pyramids (PFP), and an output layer. The CBN maintains crack boundaries using no pooling reductions throughout all convolutional layers. The CME applies a pooling layer to enhance potential thin cracks for better continuity, consuming no data loss and attenuation when working jointly with CBN. The PFP modules implement direct down-sampling and pyramidal up-sampling with multiscale contexts specifically for the detection of thick cracks and exclusion of non-crack patterns. Finally, the output layer is optimized with a skip layer supervision technique proposed to further improve the network performance. Compared with traditional supervisions, the skip layer supervision brings about not only significant performance gains with respect to both accuracy and robustness but a faster convergence rate. CrackNet-M was trained on a total of 2,500 pixel-wise annotated 3D pavement images and finely scaled with another 200 images with full considerations on accuracy and efficiency. CrackNet-M can potentially achieve crack detection in real-time with a processing speed of 40 ms/image. The experimental results on 500 testing images demonstrate that CrackNet-M can effectively detect both thick and thin cracks from various pavement surfaces with a high level of Precision (94.28%), Recall (93.89%), and F-measure (94.04%). In addition, the proposed CrackNet-M compares favorably to other well-developed networks with respect to the detection of thin cracks as well as the removal of shoulder drop-offs.

• International Journal of Computer Science & Network Security
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• 제23권11호
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• pp.128-132
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• 2023

Investment authorities are broad financial institutions that carefully manage investments on behalf of the national government using a long-term value development approach. To provide a stronger structure or framework for In-vestment Authorities to govern the distribution of funds to public and private markets, we've started research to create a blockchain-based prototype for managing and tracking numerous finances of such authorities. We have taken the case study of Oman Investment Authority (OIA) of Sultanate of Oman. Oman's wealth is held in OIA. It is an organization that oversees and utilizes the additional capital generated by oil and gas profits in public and private markets. Unlike other Omani funds, this one focus primarily on assets outside the Sultanate. The operation of the OIA entails a huge number of transactions, necessitating a high level of transparency and administration among the parties involved. Currently, OIA relies on various manuals to achieve its goals, such as the Authorities and Responsibilities manual, the In-vestment Manual, and the Code of Business Conduct, among others. In this paper, we propose a Blockchain based framework to manage the operations of OIA. Blockchain is a part of the Fourth Industrial Revolution, and it is re-shaping every industry. The main components of every blockchain are assets and participants. The funds are the major assets in the proposed study, and the participants are the various fund shareholders/recipients. The block-chain's transactions are all safe, secure, and immutable, and it's part of a trustless network. The transactions are simple to follow and verify. By replacing intermediary firms with smart contracts, blockchain-based solutions eliminate any middlemen in the fund allocation process.