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Air Pollution Prediction Model Using Artificial Neural Network And Fuzzy Theory

  • Baatarchuluun, Khaltar;Sung, Young-Suk;Lee, Malrey
    • International Journal of Internet, Broadcasting and Communication
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    • v.12 no.3
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    • pp.149-155
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    • 2020
  • Air pollution is a problem of environmental health risk in big cities. Recently, researchers have proposed using various artificial intelligence technologies to predict air pollution. The proposed model is Cooperative of Artificial Neural Network (ANN) and Fuzzy Inference System (FIS), to predict air pollution of Korean cities using Python. Data air pollutant variables were collected and the Air Korean Web site air quality index was downloaded. This paper's aim was to predict on the health risks and the very unhealthy values of air pollution. We have predicted the air pollution of the environment based on the air quality index. According to the results of the experiment, our model was able to predict a very unhealthy value.

A Study on Transmittance Characteristic of ITO with Index Matching Film (Index Matching Film이 적용된 ITO 투과율 특성에 관한 연구)

  • Ki, Hyun-Chul;Kim, Sang-Gi;Jin, En-Mei;Park, Kyung-Hee;Gu, Hal-Bon
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 2009.06a
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    • pp.307-308
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    • 2009
  • We have proposed an index matching film to improve the emitting efficiency of green OLED. Here, SiO2 and TiO2 were selected to coat the green OLED. The structures of index matching film were designed in G1ass/TiO2/SiO2/ITO and SiO2/TiO2/Glass/ITO. Then, these materials were deposited by ion-assisted deposition system. Transmittances of deposited devices were 86.14 and 85.07 %, respectively.

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Soil Microarthropods at the Kwangyang Experiment Plantation(5. Vertical Distribution and Seasonal Fluctuation of Soil Microarthropods) (서울大 光陽蓮習林內 土壤 微小節肢動物에 관한 硏究 5. 垂直分布와 季節的 變動)

  • Kwak, Joon-Soo;Park, Seong-Sik;Kim, Tae-Heung;Cho, Hyung-Chan
    • The Korean Journal of Ecology
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    • v.13 no.1
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    • pp.25-32
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    • 1990
  • The vertical distribution and seasonal fluctuation of soil microarthropods in the forests with different flora were investigated in this study. soil micrarthropods were concentrated as much as 71.8% in the first layer subsoil (0-5cm), 22.3% in the second layer subsoil (5-10cm), and 5.9% in the third layer subsoil (10-15cm) in the decreasing order. The population density in the first layer decreased slightly in winter while that of the second layer increased. However, the density in the first layer bounced back in the following spring. Seasonal fluctuations of population density were revealed "Two peak-Two valley type", that is, the densities were high in fall and spring, and low in winter and summer.nd summer.

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A Study on the development of the extended type PE double wall corrugated pipe for the production rate improvement (생산속도 향상을 위한 확장형 PE이중벽관의 개발에 관한 연구)

  • Kim, Ho-Seok;Oh, Seong-Hun;Kim, Hyoung-Jin;Go, Young-Min
    • Proceedings of the KAIS Fall Conference
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    • 2011.12b
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    • pp.617-619
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    • 2011
  • 본 논문에서는 기존 PE 이중벽관을 확장형 이중벽으로 제작하여 생산시간을 단축시키는데 그 목적이 있고, 그에 따른 구조적 특징으로 인하여 외압 강도를 향상시킬 수 있으며, 기존 제품에서 발생했던 불량의 원인을 제거할 수 있는 PE 확장형 이중벽관을 개발하는 것이다.

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A study on development of secondary impression apparatus P.B.D Leader (P.B.D Leader 보조압입 장치 개발에 관한 연구)

  • Lee, Jeong-Hwan;Oh, Seong-Hun;Lee, Jang-Chun;Na, Seung-Kuk
    • Proceedings of the KAIS Fall Conference
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    • 2011.12b
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    • pp.611-613
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    • 2011
  • 본 논문에서는 P.B.D 장비의 리더 하부에 연결 할 수 있는 보조 압입 장치를 개발하였다. 이를 통해 기존의 타설 보다 강한 힘으로 플라스틱 보드를 삽입 할 수 있게 되어 작업의 질적인 향상과 작업 시간을 단축 하였으며 와이어의 절단을 미연에 방지 할 수 있게 되었다. 또한 와이어의 수명을 연장시켜 경제적인 효과를 가져올 수 있었다.

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A study on the Fuzzy Identification System for the Analysis of Equilibrium Sense (평형감 평가를 위한 퍼지 판독 시스템에 관한 연구)

  • Lim, Hyung-Soon;Im, Jeong-Heum;Lee, Chang-Goo
    • Proceedings of the KIEE Conference
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    • 1999.11c
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    • pp.815-817
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    • 1999
  • In this paper, we developed a fuzzy identification system to evaluate sensation of equilibrium objectively and quantitatively. By using caloric test. we estimated ECG(electro-cardiogram) and EOG(electro-oculogram), which were biomedical signals related to sensation of equilibrium, and used them as inputs of fuzzy identification system input. Fuzzy identification system analyzed the relationality between biomedical signals and sensation of equilibrium automatically, and evaluated it taking the co-relation between these signals into consideration.

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The Design and Implementation of Online Shopping Aid Agent System (Online Shopping Aid Agent System의 설계 및 구현)

  • Lee, Min;Hwang, In-Moon;Kim, Won-Jung
    • Proceedings of the Korea Information Processing Society Conference
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    • 2003.05b
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    • pp.839-842
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    • 2003
  • 경매 개념을 도입한 쇼핑몰의 경우 제품 판매자가 원하는 가격을 제시하고 그 가격에 근접하는 형태로 구매자들끼리 가격 협상을 벌인다. 경매 개념이 도입된 쇼핑몰은 구매자들에게 좀 더 저렴하게 제품을 구매할 수 있도록 하는 장점을 제공하고 있다. 그러나, 대부분의 제품이 경매 종료 시점에 입찰하여 물건을 구입해야 하는 문제점을 가지고 있다. 본 논문에 구현한 OAAS 시스템은 사용자가 경매사이트를 통해 물건을 구매하는 경우 경매 종료 시점에 직접 접속하여 경매에 참여해야 하는 문제점을 제거하였으며, 사용자가 지정한 조건을 가지고 입찰에 참여하여 제품을 낙찬 반을 수 있도록 하여 사용자의 편이성을 증가시켰다.

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Development of the Broadband PLC Home Controller using JINI Surrogate

  • Kim, Yong-Seok;Kim, Hee-Sun;Lee, Chang-Goo
    • 제어로봇시스템학회:학술대회논문집
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    • 2005.06a
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    • pp.1563-1567
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    • 2005
  • The Home network system means that information appliances, Home PCs, etc., using wired or wireless network method enable to control and share with peripheral devices such as internet, shared data, a scanner and a printer, and it is networking solution, which intelligent communication will be possible as the system which can do a remote control such as TV Set, refrigerators, air conditioners, DVD players, digital camcorders based on external network using an internet, a potable information terminal and a mobile phone whenever, wherever and freely. In this study, the home network interface solution is used one of the wired network standards, PLC (Power-Line Communication) technology, so we can construct of intelligent home network's home controller without re-build a network at home. On keeping with current waves of thought, we will focus on a home controller development with great interest which is enabled to do an effective managed control, applying intelligent home network technology which can be new paradigm like a cyber apartment.

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Incomplete cleft palate related to Cornelia de Lange syndrome -A case report- (Cornelia de Lange syndrom 환아에서 발생한 Incomplete cleft palate의 치험례)

  • Yoon, Bo-Keun;Lee, Hwan-Soo;Shin, Hyo-Keun
    • Korean Journal of Cleft Lip And Palate
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    • v.3 no.1
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    • pp.33-36
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    • 2000
  • Cornelia de Lange syndrome is a disorder of unknown biochemical and geneic basis that is recognized on the basis of characteristic facies(low anterior hairline, synophrys, anteverted nares, maxillary prognathism, long philtrum, carp mouth) in association with prenatal and postnatal growth retardation, mental retardation and, in many cases, upper limb anomalies. We treated the patient with incomplete cleft palate related to Cornelia de Lange syndrome.

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Two Cases of Correlation between Improvement of General Weakness Symptoms and DHEAS Level through Korean Medical Treatment (한방치료를 통한 허로환자의 증상개선과 DHEAS 수치개선의 연관성에 관한 증례보고 2례)

  • Lee, He-sol;Jun, Chan-young;Choi, You-kyung
    • The Journal of Internal Korean Medicine
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    • v.37 no.6
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    • pp.1059-1068
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    • 2016
  • Objectives: This study reports on the efficacy of treating patients with general weakness symptoms with Korean medicine. Methods: Two patients with general weakness symptoms were treated with Korean medical treatment modalities, including acupuncture, moxibustion, and herbal medicines. Blood tests, the visual analogue scale (VAS), and patients' complaints were used to assess the treatment effects. Results and Conclusions: dehydroepiandrosterone sulphate (DHEAS), DHEAS/cortisol index, VAS, and the patients' complaints improved after treatment. Korean medical treatment is effective in improving DHEAS and the DHEAS/cortisol index according to the improvements in the patients' conditions. However, more studies are required to validate its use with other patients.