• Title/Summary/Keyword: 선택과 제거

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Selection of Soil Remediation Method Depending on Geophysical Characteristics (지구물리학적 특성에 따른 토양 오염 복원 기술의 선택)

  • Cho, Jong-Soo
    • 한국지구물리탐사학회:학술대회논문집
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    • 2001.09a
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    • pp.90-93
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    • 2001
  • Various soil remedial technologies have been developed and main effort has been to overcome the limiting factors. Major factors were the geophysical characteristics, especially hydraulic, electrical, and heat conductivities. In this paper, I have reviewed the remedial technologies depending on those. Only with comprehensive understanding and information on those characteristics, selection of the best remedial method can be possible.

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Usenet News Filtering by Using Statistical Coefficient of Determination (통계적 결정계수를 이용한 유즈넷 뉴스 필터링)

  • 김종완;김희재;김병만
    • Proceedings of the Korea Society for Industrial Systems Conference
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    • 2003.11a
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    • pp.747-752
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    • 2003
  • 많은 양의 유즈넷 뉴스 중에서 사용자가 찾고자 하는 정확한 정보를 빠른 시간 안에 검색하고, 원하는 정보만 필터링 하는 것은 중요하다. 그러나 뉴스 문서는 이메일과 달라서 미리 자신에게 맞는 뉴스그룹을 등록해 주어야만 정보를 얻을 수 있다. 본 연구에서는 다양한 뉴스그룹들 중에서 사용자와 취향이 가장 유사한 뉴스그룹을 분류하여 뉴스 문서의 키워드들을 선택하기 위해 예제 문서들로부터 후보 용어들을 추출하고 퍼지 추론을 적용하여 대표용어들을 선택한다. 이에 본 연구에서는 통계적인 결정계수를 도입하여 불필요한 차원을 제거한 후 신경망을 학습시키는 새로운 방법을 제안한다. 제안된 방법은 모든 차원을 활용할 때 보다 클러스터간 거리와 표준편차, 클러스터간 거리의 척도 면에서 우수한 분류 성능을 보여줌을 확인하였다.

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A Splog Detection System Using Support Vector Machines and $x^2$ Statistics (지지벡터기계와 카이제곱 통계량을 이용한 스팸 블로그(Splog) 판별 시스템)

  • Lee, Song-Wook
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2010.05a
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    • pp.905-908
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    • 2010
  • Our purpose is to develope the system which detects splogs automatically among blogs on Web environment. After removing HTML of blogs, they are tagged by part of speech(POS) tagger. Words and their POS tags information is used as a feature type. Among features, we select useful features with $x^2$ statistics and train the SVM with the selected features. Our system acquired 90.5% of F1 measure with SPLOG data set.

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Variable Selection Theorem for the Analysis of Covariance Model (공분산분석 모형에서의 변수선택 정리)

  • Yoon, Sang-Hoo;Park, Jeong-Soo
    • Communications for Statistical Applications and Methods
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    • v.15 no.3
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    • pp.333-342
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    • 2008
  • Variable selection theorem in the linear regression model is extended to the analysis of covariance model. When some of regression variables are omitted from the model, it reduces the variance of the estimators but introduces bias. Thus an appropriate balance between a biased model and one with large variances is recommended.

Core Document Selecting Method Using Core Query Term and Proximity (핵심 질의 어휘와 근접도를 이용한 핵심 문서 선택 기법)

  • Jang, Gye-Hun;Kim, Seol-Young;Lee, Kyung-Soon
    • Annual Conference of KIPS
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    • 2010.04a
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    • pp.463-466
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    • 2010
  • 길이가 긴 질의에는 검색에 불필요한 단어가 포함되어 있어서 사용자가 원하지 않는 문서가 검색결과에 포함된다. 질의에서 불필요한 단어를 제거하고 핵심 단어만 선택한다면 검색에 효율을 높일 수 있다. 본 논문에서는 질의 조합을 기반한 클러스터를 이용해 핵심 단어를 찾고 핵심 단어와의 근접도를 이용해 상위 문서의 정확율을 향상시키는 기법을 제안한다. 실험은 뉴스 집합인 TREC AP 문서를 검색한 결과를 제안한 알고리즘으로 재순위화하여 초기 검색 결과의 상위 문서의 정확율을 비교함으로써 제안된 알고리즘의 유효성을 검증한다.

Joint Detection Technique Effective to Other Cell Interference in the Next Generation Hybrid TD-CDMA Mobile Communication Systems (차세대 복합 시분할 부호분할 이동통신 시스템에서 타 셀 간섭에 효율적인 결합검출 기법)

  • Chang Jin-Weon
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.10 no.1
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    • pp.42-48
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    • 2006
  • In this paper a joint detection method for other cell interference cancellation is proposed in the next generation hybrid TD-CDMA mobile communication systems. A joint detection technique, a most characteristic feature of hybrid TD-CDMA mobile communication systems. retrieves users' data in the same time slot simultaneously with the elimination of multiple user interference. Previously a two stage joint detection method was proposed to cancel other cell interference as well as multiple user interference in the target cell. However the previous scheme does not have concrete ways to recognize other cell users who give major interference to the target cell. Thus all users in neighbor other cells has to be jointly detected and it causes huge complexity of the two stage joint detection. In this paper a method is proposed to perform two stage joint detection according to users' interference with the target cell. Performances of the proposed scheme are investigated through simulations and compared to the previous method the proposed method has no performance degradation and also lower the complexity of two stage joint detection significantly.

Combined Filtering Model Using Voting Rule and Median Absolute Deviation for Travel Time Estimation (통행시간 추정을 위한 Voting Rule과 중위절대편차법 기반의 복합 필터링 모형)

  • Jeong, Youngje;Park, Hyun Suk;Kim, Byung Hwa;Kim, Youngchan
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.12 no.6
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    • pp.10-21
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    • 2013
  • This study suggested combined filtering model to eliminate outlier travel time data in transportation information system, and it was based on Median Absolute Deviation and Voting Rule. This model applied Median Absolute Deviation (MAD) method to follow normal distribution as first filtering process. After that, Voting rule is applied to eliminate remaining outlier travel time data after Median Absolute Deviation. In Voting Rule, travel time samples are judged as outliers according to travel-time difference between sample data and mean data. Elimination or not of outliers are determined using a majority rule. In case study of national highway No. 3, combined filtering model selectively eliminated outliers only and could improve accuracy of estimated travel time.

A study on the removal of As, Sb, Bi from the copper sulfate solutions by Ion exchange resin containing Aminophosphosphonic acid as a functional group (황산동용액(黃酸銅溶液)에서 Aminophosphosphonic acid 관능기를 가진 이온교환수지에 의한 As, Sb, Bi 제거(除去)에 관한 연구(硏究))

  • Ahn, Jae-Woo;Seo, Jae-Seong
    • Resources Recycling
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    • v.21 no.5
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    • pp.50-57
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    • 2012
  • A comparative study has been carried out on the removal of impurities such As, Sb, Bi from the copper sulfate solution by ion exchange resin containing aminophosphosphonic acid as functional group. The various parameters which affect the removal of impurities; such as the reaction temperature, the reaction time, the amount of ion-exchange resins, the concentration of sulfuric acid in electrolyte, were studied. The basic experimental results showed that about 88% of Sb & 94% of Bi can be adsorbed in these chelate resins and removed from the copper sulfate solutions but As was removed below 10% from the solutions. And the selective elution of Bi and Sb from the adsorbed ion exchange resin also can be achieved by $H_2SO_4$ or HCl solutions. The results also showed that 98.1% of Sb and 96.6% of Bi can be adsorbed from the copper sulfate solutions after 2 Bed-volume of continuous ion exchange column test.

Removal of Cesium and Separation of Strontium for the Analysis of the Leachate of Spent Fuel (사용후핵연료 침출액 분석을 위한 세슘의 제거 및 스트론튬의 분리)

  • Kim, Seung Soo;Chun, Kwan Sik;Kang, Chul Hyung
    • Analytical Science and Technology
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    • v.15 no.1
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    • pp.1-6
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    • 2002
  • The selective removal of cesium by ammonium molybdophosphate (AMP) was studied in order to reduce an interference by high radioactivity of cesium on the determination of low radioactive elements in leachate of spent fuel. The removal of Cs, U, Ce, La, Co Ca, Na Sr and K was investigated for the leachate and the bentonite in contact with a spent fuel. More than 90% of cesium was removed by AMP and Ca, Na, Co and Sr was remained in 0.1 M $HNO_3$. However, three valence elements such as La and Ce were also removed by AMP. Though a little of potassium of the bentonite components was adsorbed on AMP, the potassium in the bentonite solution diluted to its concentration in a real sample would not affect the capacity of AMP greatly. From another experiment for the separation of strontium as a leaching indicator of spent fuel, the recovery of strontium in 8.0 M $HNO_3$ solution by using Sr-resin (Eichrom, P/N SR-B50-A) was more than 95% by eluting with 0.05 M $HNO_3$.

Performance Analysis of Dualrate Multi-code/ Multi-carrier CDMA System with Interference Canceller (간섭제거기를 갖는 이중전송률 MC/MC-CDMA 시스템의 성능분석)

  • Kim, Nam-Sun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.10 no.4
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    • pp.830-837
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    • 2009
  • In this thesis, Multi-code/Multi-carrier CDMA(MC/MC CDMA) system which is combination of Multi-code CDMA and Multi-carrier CDMA is analyzed. This system is suitable fur multi-rate services that use multi-codes and high data rate transmission that employ multi-carriers. In addition, the MC/MC CDMA system is robust against frequency selective fading, is good for narrowband interference rejection, and has higher spectral efficiency. In this paper, The users are assigned OVSF codes as a spreading code according to their data rates and divides the active users having different representative code split into a number of groups for effective cancellation. At the receiver, The code grouping interference canceller performs cancellation between the groups. The proposed receiver does not require any information about interference users, such as code, data and amplitude, and has relatively low complexity. The results show the large improvement in performance that can be attained by cancellation scheme.