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Robust TSK-fuzzy modeling for function approximation (함수 근사화를 위한 강인한 TSK 퍼지 모델링)

  • Kim Kyoungjung;Kim Euntai;Park Mignon
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.42 no.1
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    • pp.59-65
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    • 2005
  • This paper proposes a novel TSK fuzzy modeling algorithm. Various approaches to fuzzy modeling when noise or outliers exist in the data have been presented but they are approaches to degrade effects of outliers or large noise by using loss function in the cost function mainly. The proposed algorithm is the modified version of noise clustering algorithm, and it adopts the method that does not use loss function, but method to cluster noise in a class. Noise clustering is a prototype-based clustering algorithm and it has no capability to regress. It conducts clustering of data first, and then conducts fuzzy regression. There are many algorithms to obtain parameters of premise and consequent part simultaneously, but they need to adapt the parameters obtained for more accurate approximation. In this paper, fuzzy regression is conducted with clustering by modifying noise clustering algorithm. We propose the algorithm that parameters of the premise part and the consequent part are obtained simultaneously, and the parameters obtained are not needed to adapt. We verify the proposed algorithm through simple examples and evaluate the test results compared with existing algorithms. The proposed algorithm shows robust performance against noise and it is easy to implement.

Effect of antibacterial effects of myrrh, rhatany, chamomomilla against to oral microorganisms (몰약, 라타니아, 카모밀레 등의 구강 내 병원균에 대한 항균작용)

  • Baek, Han-Seung;Kang, Soo-Kyung;Auh, Q-Schick;Chun, Yang-Hyun;Hong, Jung-Pyo
    • Journal of Oral Medicine and Pain
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    • v.38 no.4
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    • pp.299-312
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    • 2013
  • Even though there exist a lot of study about antibacterial effects and reactions of extracted materials from plant, few study exist about oral pathogenic bacteria. Therefore we tried to recognize about the suppression effect to the periodontal pathogenic bacteria and halitosis, when add some kinds of plant extracted materials, myrrh, rhatany, chamomolilla to saliva. We used Crude drug : Myrrh tincture (100mg/ml), Ratanhia tincture (100mg/ml), Chamomile tincture(100mg/ml). We inspected about the cariogenic bateriae, S. mutans GS5 and S. sobrinus 6715, periodontal pathogenic bacteria, P. gingivalis 2561, P. intermedia ATCC 25611, Candida albicans ATCC 18804, and E. feacalis ATCC 4083, then the result follow. The plant extracted material, myrrh, rhatany, chamomomilla, which have convergence effect, bacteriocidal effect and anti-inflammation effect, show an antibacterial effect and reaction to the oral pathogenic bacteria. And with treating rhatany that have the most strong antibacterial effect, through transmission electron microscopy we could see a severe morphologic change of bacteria. This means with the plant extracted material, we can suppress the oral harmful bacteria and prevent periodontal diseases, caries, halitosis and oral inflammations. And within the future studies for the improvement of oral hygiene, our result might be a clinical evidence.

Dynamic Soil Properties of Frozen and Unfrozen Soils from Terra Nova Bay in Eastern Antarctica (동남극 테라노바만 흙 시료의 동결 및 비동결 상태에서의 동적특성 평가)

  • Kim, Jae-Hyun;Kwon, Yeong-Man;Park, Keunbo;Kim, YoungSeok;Kim, Dong-Soo
    • Journal of the Korean Geotechnical Society
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    • v.33 no.3
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    • pp.37-47
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    • 2017
  • The geotechnical characteristics of frozen ground is one of the key design issues for the construction of infrastructure in cold region. In this study, the dynamic properties (shear modulus and damping ratio) of frozen and unfrozen soils sampled from Terra Nova Bay located in eastern Antarctica, where Jang Bogo station was built, were investigated using Stokoe-type resonant column test (RC). In order to freeze the reconstituted soil specimen, the RC testing equipment was modified by adding a cooling system. A series of resonant column tests were performed in frozen and unfrozen soils with various soil densities and temperatures. The shear modulus (G) and damping ratio (D) of soil frozen at $-7^{\circ}C$ were compared with those of unfrozen soil. In addition, the effect of temperature rise on the maximum shear modulus ($G_{max}$) and damping ratio was experimentally investigated. This study has significance in that the difference of dynamic soil properties between frozen and unfrozen soils and the effect of temperature rise on frozen soil were identified.

A study on experiment from the Stair Joints Constructed with PC system part of it using the HI-FORM DECK (HI-FORM DECK를 이용한 부분 PC 계단 접합부의 접합방식에 따른 실험적 연구)

  • Chang, Kug-Kwan;Lee, Eun-Jin;Jin, Byung-Chang;Kang, Woo-Joo;Han, Tae-Kyung
    • Proceedings of the Korea Concrete Institute Conference
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    • 2008.11a
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    • pp.9-12
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    • 2008
  • The semi-rigid joint is the shape of middle that can supplement the defect of pin joints and accept the good point of rigid joints. Recently, a study on the pin joints is activated in the country, but because the study on semi-rigid joints is not many, this study tried to prove with producing test model of three shape. The test models are rigid joint HI-R, semi-rigid joint HI-S, pin joint HI-P. As a result of the test, respectively HI-R, HI-S, HI-P appeared shear failure of joint, flexure failure of the top fixing, flexure failure of the lower part slipping stair slab, and the maximum strength is measured to 51.74, 51.4, 24.63kN, the stiffness is appeared 1.58, 1.19, 0.37 respectively, The yield strength is respectively kept 44.5, 47.3, 24kN, and ductility ratio is appeared to 3.31, 2.32, 1.54, when is based on KBC code, sag of the acting service load is appeared that HI-P model is over the standard. When is based on distribution of bars strain ratio, HI-S seems similar behavior incipiently, but after the yield, the semi-rigid joint was able to be judged better than pin joint because of the stress allotment of joint internal elements.

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Mechanical Properties of Strain-Hardening Cement Composites(SHCCs) according to the Water-Cement Ratio (물시멘트비에 따른 변형경화형 시멘트 복합체의 역학적 특성)

  • Kim, Yun-Su;Jang, Yong-Heon;Jang, Gwang-Su;Jeon, Esther;Yun, Hyun-Do;Kim, Keung-Hwan
    • Proceedings of the Korea Concrete Institute Conference
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    • 2008.11a
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    • pp.465-468
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    • 2008
  • SHCCs (Strain Hardening Cement Composites) show the high energy tolerance capacity due to the interfacial bonding of the fibers to the cement matrix. For effective material design and application of SHCCs, it is needed to investigate the compression, four-point bending, direct tensile response of SHCCs with different types of fibers and water-cement ratio. For these purposes, three kinds of fibers were used: PP(polypropylene, 2.0%), PVA(Polyvinyl alcohol, 2.0%), PE (Polyethylene, 1.0%). Also, effects of water-cement ratio(0.45, 0.60) on the SHCCs were evaluated in this paper. As the result of test, SHCCs with PVA and PE fiber were showed better overall behavior than specimens with PP fibers on bending and direct tensile test. Also, for the same type of fiber, SHCCs with water-cement ratio of 0.45 exhibited higher ultimate strength than specimen with water-cement ratio of 0.60 on compression strength, and showed the multiple cracking on bending and direct tensile test. Therefore, to improve of workability and dispersibility of SHCCs on water-cement ratio of 0.60, continual studies were needed.

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Selection of a Triploid Poplar by Flow Cytometric Analysis and Growth Characteristics of its in vitro Grown Plants (유세포 분석을 통한 현사시나무 3배체 선발 및 계통별 기내생장 특성)

  • Bae, Eun-Kyung;Lee, Hyoshin;Lee, Jae-Soon;Noh, Eun-Woon
    • Journal of Korean Society of Forest Science
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    • v.101 no.2
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    • pp.291-296
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    • 2012
  • Triploids are a useful tool for biomass production and molecular breeding of trees with a long life span. Triploids of the poplar 'Hyunsasi' (Populus alba ${\times}$ P. glandulosa) have been developed by crossing between female diploids and a male tetraploid. The tetraploid was developed around the 1970s at Korea Forest Research Institute by colchicine-induced chromosome doubling. Seedlings of the $F_1$ generation were analyzed using flow cytometry to verify their ploidy status. The mean relative fluorescence index of 3 F1 poplars, labeled as Line- 1, Line-17, Line-18, were approximately 1.5 times higher than those of diploid poplars, and the results clearly indicated that they were triploids. The phenotype of the F1 poplars included larger leaves and thicker stem than diploids, and abnormal leaf morphology, especially in the triploid 'Line-18'. Three triploid lines developed roots more slowly and had less roots than diploid. However, 3 poplar cytotypes (2x, Line-1, Line-17) rooted within 10 days on MS medium. In contrast, compared with the 3 cytotypes, the Line-18 showed about 80% and 70% in the rooting rate and the number of roots. The triploid poplars could be directly utilized for biomass production and with their sterility, they could serve as basic material for genetic transformation. In addition, flow cytometric analysis proved to be an effective and reliable method for screening forest trees for their ploidy level.

We-Human -Being Together of the Lives (우리 - 사람 -생명들의 더불어 있음에 관해서)

  • Kim, Yeran
    • Korean journal of communication and information
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    • v.70
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    • pp.132-164
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    • 2015
  • The formation of knowledge of the people of Korean society is the social practices of collective subjectivity. Subjectivity is the truth of the self, which is incessantly created, questioned and modified in the milieu of self-reflection. In an attempt to examine the hermeneutics of the subject of Korean society, a conceptual framework is proposed, which, with the notion of life embedded, consists of a historical sequence of the popular, minjung, multitude, people and community. The period of 1960s saw the ambiguous mass of lifes floating, the individual with his/her own interior world of consciousness emerge. The ideological solidarity is formed in the the next two decades, in contestation with immediate and physical threatening such as poverty and dictatorship. The democratization of Korean society and the global expansion of neoliberal regime gave a re-birth of multitude and people which is characterized with their pursuit of the co-existence and co-realization of singularity and universality on the ethical principle of the open and communicative radicality.

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Fundamental Study on the Reinforcing Effect of Reinforced Clayey Soil with Nonwoven-geotextile (부직포 보강 점성토의 보강효과에 관한 기초적 연구)

  • 김유성;이재열
    • Geotechnical Engineering
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    • v.14 no.4
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    • pp.61-76
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    • 1998
  • Various kinds of reinforced soil methods have been developed by many researchers or companies for their economic merits mainly. These methods have generally used sandy soils which have high permeability as embanking or backfill material. That is because, if poor embanking materials, especially like a clayey soil which has very low permeability, are used in a reinforced soil embanking, and if excessive pore water pressure is produced by external factors, the friction resistance between reinforcing members and Boils decrease, as a result possible damage or collapse of the body of a reinforced embankment. In fact, clayey Boils can also be used as a embanking materials with reinforcement which has high permeable capacity, and are expected to be able to dissipate the excess pore water pressure effectively. In this study reinforcing effects have been examined through a serries of direct shear tests in which clayey soils are reinforced with nonwoven geotextiles of which permeability is very high and tensile strength is relatively weaker than geogrids which are usually used in reinforced soil wall. Even though such nonwoven geotextile are used as reinforcement of high saturated clayey soils. the test results show the possibility that nonwoven geoteztiles could be used as a reinforcement for reinforced soil walls effectively.

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Sampling Bias of Discontinuity Orientation Measurements for Rock Slope Design in Linear Sampling Technique : A Case Study of Rock Slopes in Western North Carolina (선형 측정 기법에 의해 발생하는 불연속면 방향성의 왜곡 : 서부 North Carolina의 암반 사면에서의 예)

  • 박혁진
    • Journal of the Korean Geotechnical Society
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    • v.16 no.1
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    • pp.145-155
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    • 2000
  • Orientation data of discontinuities are of paramount importance for rock slope stability studies because they control the possibility of unstable conditions or excessive deformation. Most orientation data are collected by using linear sampling techniques, such as borehole fracture mapping and the detailed scanline method (outcrop mapping). However, these data, acquired by the above linear sampling techniques, are subjected to bias, owing to the orientation of the sampling line. Even though a weighting factor is applied to orientation data in order to reduce this bias, the bias will not be significantly reduced when certain sampling orientations are involved. That is, if the linear sampling orientation nearly parallels the discontinuity orientation, most discontinuities orientation data which are parallel to sampling line will be excluded from the survey result. This phenomenon can cause serious misinterpretation of discontinuity orientation data because critical information is omitted. In the case study, orientation data collected by using the borehole fracture mapping method (vertical scanline) were compared to those based on orientation data from the detailed scanline method (horizontal scanline). Differences in results for the two procedures revealed a concern that a representative orientation of discontinuities was not accomplished. Equal-area, polar stereo nets were used to determine the distribution of dip angles and to compare the data distribution fur the borehole method versus those for the scanline method.

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Aesthetical Expression Of Contourline Using Real-Time Camera (실시간 카메라를 이용한 등고선의 미학적 표현 연구 - 라인드로잉으로서의 등고선 표현 방법 연구)

  • Kang, Chang-Koo;Kim, Dong-Jo;Kim, Hyung-Gi
    • 한국HCI학회:학술대회논문집
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    • 2008.02b
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    • pp.470-474
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    • 2008
  • The image as a media has changed consistently since it was first introduced. According to these changes, the image has been reproduced in different fields and contexts. Thus, the paradigm on the production and the consumption of the image has been changed and recycled rapidly. The relation between the production and the consumption of the image also has changed accordingly, allowing quite ambiguous distinction between the producer and the consumer. The transformation through the transfer of the image among different fields opens up a new potential that these reproduced images could be used as an aesthetically expressive tool, rather than merely leaving images to remain royal to its original function as a sign. The thesis is to explore the potential that the topographical lines have beyond its function as a sign age. During the reproduction of the image, the process actively invites the spectator or the consumer to participate in the formation of the image, which promotes a new relation between the producer and the consumer. Instead, the process encourages the consumers to be active producers as well. As a result, the topographical lines do not merely remain as a sign that demarcates the height of the topography, and new images are constantly reproduced from the active participants. This project questions the fixed idea on the sign as a communicative tool, and suggests a new potential for the sign, especially, the topographical lines.

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