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R and T Wave Amplitude as a Parameter to Detect Coronary Artery Disease (관상동맥질환을 진단하기 위한 R파와 T파의 크기에 대한 연구)

  • Lim, Hyun-Kyoon;Yu, Kwon-Kyu;Kim, Jin-Mok;Kim, In-Seon;Kang, Chan-Seok;Park, Yong-Ki
    • Progress in Superconductivity
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    • v.10 no.1
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    • pp.6-11
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    • 2008
  • Multi-channel magnetocardiography (MCG) has been proposed to detect ischemic heart disease because its sensitivity is quite high comparing with other conventional diagnostic tools. Especially, current map and magnetic field map of MCG provide crucial information on whether myocardiac muscles maintain the normal conduction pathway. In addition, MCG parameters derived from repolarization are useful to detect coronary artery disease. Recently, there was a study reporting that R- and T- wave amplitude are highly correlated with ischemic heart disease. In this study, we studied R- and T-wave amplitude and their ratio as well as MCG parameters. MCG data from 20 young, 20 age-matched controls, and 20 myocardial infarction (MI) patients were analyzed. As a result, MCG parameters showed significant change in MI patients comparing to those of controls. R- and T-wave amplitude of MI patients showed a feature of severe ischemic heart disease even though it was difficult to find consistent values. Further study is needed to reveal the relations between small T-wave amplitude and coronary artery disease.

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Subglottic Air Pressure in Different Phonetic Context (음성학적 문맥에 따른 성문하압의 차이에 관한 연구)

  • 박상희;정옥란;석동일
    • Journal of the Korean Society of Laryngology, Phoniatrics and Logopedics
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    • v.13 no.1
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    • pp.23-27
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    • 2002
  • The purpose of the study is to examine differences in subglottic air pressure as a function of phonetic context. The phonetic contexts consisted of $/i:{p^h}i:{p^h}i:/,/{p^h}i:{p^h}i:/, and /{p^h}{p^h}/$. The aerodynamic and phonatory parameters are investigated in 20 female normal adults. All measurements are taken and analysed using Aerophone II voice function analyzer. The aerodynamic parameters are Peak Air Pressure(PAP) and Mean Air Pressure(MAP), and the phonatory parameters are Phonatory Flow Rate(PFR) Maximum SPL(MSPL), Phonatory SPL(PSPL), Phonatory Power (PP), Phonatory Efficiency(PE), and Phonatory $Resistance^*$ 10-5(PR). A one-way ANOVA revealed the following results. First, the aerodynamic parameters are not significantly different. Second, Peak Air Pressure(PAP) and Mean Air Pressure(MAP), as well as the phonatory parameters such as Phonatory Flow Rate(PFR) Maximum SPL(MSPL), Phonatory SPL(PSPL), and Phonatory Efficiency(PE) were significantly different. Therefore, it is advised that clinicians use only aerodynamic parameters but phonatory parameters when using Aerophone II.

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An improvement of the learning speed through Influence Map on Reinforcement Learning (영향력분포도를 이용한 강화학습의 학습속도개선)

  • Shin, Yong-Woo
    • Journal of Korea Game Society
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    • v.17 no.4
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    • pp.109-116
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    • 2017
  • It takes quite amount of time to study a board game because there are many game characters and many state spaces are exist for board games. Therefore, game must do learning long. But, there is weakness with reinforcement learning. On Learning early, the learning speed becomes slow. If there were equal result that both are considered to be best ones during the course of learning stage, Heuristic which utilizes learning of problem area of Jul-Gonu was used to improve the speed of learning. To compare a normal character to an improved one, a board game was created, and then they fought against each other. As a result, improved character's ability was improved on learning speed.

Contact Condition of Zircaloy-4 Tube and Support and Transition of Slip Regime (지르칼로이-4 튜브 및 지지부의 접촉조건과 미끄럼 상태의 천이)

  • 김형규;강흥석;윤경호;송기남
    • Proceedings of the Korean Society of Tribologists and Lubrication Engineers Conference
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    • 2001.06a
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    • pp.81-88
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    • 2001
  • To study the influence of the shape of contacting bodies (especially the end profile) on slip regime, wear test is conducted in the case of the contact between tube and support. Two different end profiles of the support are used such as truncated wedge and rounded punch. During the test, 10, 30 and 50 N are applied as normal force and slip displacement varies between 10-200 $\mu\textrm{m}$. The tube and the support specimens are made of Zircaloy-4 and a specially designed wear tester is used. Tests are carried out in air at room temperature. Wear on the tube is examined by measuring microscope. Partial and gross slip regimes are classified from the observed wear shape. Surface roughness tester is also used to measure the wear depth and contour, from which wear volume is evaluated. The transition from partial to gross slip is also investigated by investigating the considerable increase of wear volume. From the result, the boundary between the partial and the gross slip is newly determined in the conventional fretting map for the present specific contact configuration. Since the transition is related with the amount of energy dissipation from the contact surface so is wear, it is regarded that wear can be restrained by designing a proper shape of support.

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The Empirical Research on the User Satisfaction of Mobile Grocery Shopping Customer Journey (모바일 식품구매 서비스 고객여정의 경험만족도에 관한 실증연구)

  • Lee, Hanjin;Kwon, Soyeon;Min, Daihwan
    • Journal of Information Technology Applications and Management
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    • v.28 no.4
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    • pp.59-78
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    • 2021
  • Mobile Grocery Shopping (MGS) has become the New Normal as the COVID-19 pandemic has changed the way consumers shop. Drawing on the framework of Customer Journey Map (CJM), this study explores consumers' MGS by identifying specific stages of Customer Journey and comparing consumers' satisfaction between PC-based online and mobile shopping experiences at each stage throughout the journey. This study collected 562 responses from subjects who have mobile and PC-based grocery shopping experiences at the major domestic e-Commerce platforms. Independent t-test analysis showed that differences in satisfaction between mobile and online shopping experiences exist in 5 main stages and 16 sub-stages of CJM. The results of service and technological innovation mentioned in the actual industry report were seen as empirical results leading to continued use of MGS as well as customer satisfaction. The findings of this study contribute to the research stream on Customer Journey by adopting the structure of CJM and analyzing specific stages of the journey in the context of MGS. Managerial implications for mobile-based business practitioners are also discussed.

Image-based relighting using normal map and albedo map prediction (노말맵과 알베도맵 추정을 통한 영상 기반 재조명)

  • Ahn, Honghyun;Lee, Younghyeon;Kim, Youngseo;Kang, Dongwann
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2021.06a
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    • pp.101-104
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    • 2021
  • 영상에 새로운 광원을 추가하거나 기존의 광원을 변경하여 영상 내 오브젝트들에 적용된 조명을 변경하는 것을 영상 기반 재조명이라 한다. 하지만, 영상에는 재조명을 위해 필요한 광원과 오브젝트들의 3차원 기하 정보가 부재하다는 문제가 있다. 이를 해결하기 위해, 본 연구에서는 영상으로부터 재조명에 필요한 요소들을 추정하는 접근법을 취한다. 오브젝트 표면의 노말과 알베도는 조명의 주 요소이지만 광원에는 독립적이므로 새로운 광원에 대한 재조명을 가능케 한다. 따라서 본 연구는 영상으로부터 노말맵과 알베도맵을 추정한 뒤, 이를 이용하여 영상 기반 렌더링하는 영상 재조명 방법을 제안한다. 조건부 적대적 생성망을 다양한 조명 환경에서 렌더링된 3차원 오브젝트 영상들과 그에 대응하는 노말맵, 알베도맵을 이용해 학습함으로써, 임의의 영상에 대한 노말맵과 알베도맵 추정기를 생성한다. 이를 통해 추정된 노말맵과 알베도맵은 3차원 공간상에서 새로운 광원에 대해 렌더링됨으로써 재조명 영상을 생성한다. 마지막으로, 영상 기반으로 재조명된 영상과 ground truth와의 비교 실험을 통해 본 연구에서 제안한 방법이 유효함을 확인한다.

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Malicious URL Detection by Visual Characteristics with Machine Learning: Roles of HTTPS (시각적 특징과 머신 러닝으로 악성 URL 구분: HTTPS의 역할)

  • Sung-Won HONG;Min-Soo KANG
    • Journal of Korea Artificial Intelligence Association
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    • v.1 no.2
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    • pp.1-6
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    • 2023
  • In this paper, we present a new method for classifying malicious URLs to reduce cases of learning difficulties due to unfamiliar and difficult terms related to information protection. This study plans to extract only visually distinguishable features within the URL structure and compare them through map learning algorithms, and to compare the contribution values of the best map learning algorithm methods to extract features that have the most impact on classifying malicious URLs. As research data, Kaggle used data that classified 7,046 malicious URLs and 7.046 normal URLs. As a result of the study, among the three supervised learning algorithms used (Decision Tree, Support Vector Machine, and Logistic Regression), the Decision Tree algorithm showed the best performance with 83% accuracy, 83.1% F1-score and 83.6% Recall values. It was confirmed that the contribution value of https is the highest among whether to use https, sub domain, and prefix and suffix, which can be visually distinguished through the feature contribution of Decision Tree. Although it has been difficult to learn unfamiliar and difficult terms so far, this study will be able to provide an intuitive judgment method without explanation of the terms and prove its usefulness in the field of malicious URL detection.

Classification of Degraded Peat Swamp Forest for Restoration Planning at Landscape Level Using Remote Sensing Technique

  • Hamzah, Khali Aziz;Idris, Azahan Shah;Parlan, Ismail
    • Journal of Forest and Environmental Science
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    • v.29 no.1
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    • pp.49-57
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    • 2013
  • Malaysia possesses about 1.56 million ha of Peat Swamp Forest (PSF). The PSF safeguard enormous biological diversity, while providing crucial benefits for the sustainable development of human communities. Numbers of threatened plant species are associated with the PSF, including the commercially important Gonystylus bancanus timber. To prevent significant losses of biodiversity, it is important to manage the PSF for both biological conservation and sustainable use. Equally important is to restore all degraded PSF in an attempt to ensure the PSF ecosystem is suitable for the vegetation to grow and rehabilitate back to the normal condition. Prior to plan any forest restoration program, there is a need to properly map the degraded PSF in order to estimate the forest conditions and determine the vegetations status. Most of the time this need to be done at a landscape level and requires a technology that can provide accurate, timely and reliable information for the planner to make decision. This paper describes a study using geospatial technology in combination with ground survey to classify the degraded PSF in South East Pahang Peat Swamp Forest (SEPPSF), Malaysia, into different degree of vegetation classes. With map accuracy of about 83%, the technique proved to be useful in delineating the different degree of PSF degradation from which the information can be used to properly plan forest restoration program in the area. The final output which is in the form of map can be used in developing a Restoration Master Plan for the degraded PSF areas.

A Basic Study for the Development of Multidisciplinary Intervention Guide Map of Auditory Processing Disorders (청각처리장애의 다학문적 중재 안내도 개발을 위한 기초 연구)

  • Kim, Soo-Jin
    • Journal of Digital Convergence
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    • v.13 no.12
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    • pp.259-268
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    • 2015
  • People with auditory processing disorders(APD) do not exactly understand what they hear with normal hearing levels because of difficulties in the processing of auditory information in auditory nervous system. The purposes of this study are to investigate intervention strategies suggested by current literatures and to develop a guide map for APD intervention. The problem based intervention strategies are customized to the specific deficits of a subtype of Buffalo model and Bellis/Ferre model and general intervention strategies are recommended with compensatory strategy, auditory training, environmental modification and so on. Multidisciplinary team should determine and provide various intervention strategies to improve auditory capabilities of a child with APD intensively and persistently. APD intervention guide map is organized with four steps. It helps clinicians and teachers related with the intervention of APD find appropriate intervention strategies and process in order to reduce difficulties of a child with APD and a suspected APD.

Identification of a Gene for Aerobic Growth with a SoxS Binding Sequence in Escherichia coli by Operon Fusion Techniques

  • Lee, Yong-Chan;Kwon, Hyung-Bae;Lee, Sang-Ho;Kwon, Hye-Won;Sung, Ha-Chin;Kim, Joon;Choe, Mu-Hyeon
    • Journal of Microbiology and Biotechnology
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    • v.11 no.6
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    • pp.1115-1119
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    • 2001
  • Eight Escherichia coli cells with aerobic growth deflects were isolated by the insertion of ${\lambda}placMu53$, a hybrid bacteriophage of ${\lambda}$ and Mu, which created transcriptional fusion to lacZY. Two of these mutants, CLIO and CLl2, were irradiated with UV to obtain specialized transducing phages. The phages that took out the neighboring chromosomal DNA of the related gene responsible for deflective aerobic growth were identified. The in vivo cloned chromosomal sequence revealed that the mutated gene of CLIO was located at min 34.5 on the Escherichia coli linkage map and 1,599,515 on the physical map. The physical map indicated that there were 7 cistrons in the operon. We named this operon oxg10. The promoter sequence of oxg10 exhibited a possible binding site far SoxS, a transcriptional regulator that activates the transcription of various SoxRS regulon genes. Transferring the oxg10:: ${\lambda}placMu53$ mutation into the wild-type strain, RZ4500, resulted in the inhibition of normal aerobic growth, while the salute mutation in strain MO inhibited aerobic cell growth completely. The full operon sequences of oxg10 were cloned from the Excherichia coli genomic library. The mutated gene of CLl2 was identified to be a sucA gene encoding the ${\alpha}$-ketoglutarate dehydrogenase El component in the TCA cycle.

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