• Title/Summary/Keyword: information expression

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Association Discovery Among Protein Motifs (단백질 모티프간 연관성 탐사)

  • Lee, Hyun-Suk;Lee, Do-Heon;Choi, Deok-Jai
    • Annual Conference of KIPS
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    • 2002.11c
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    • pp.1827-1830
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    • 2002
  • 단백질 모티프(motif)란 유사한 기능을 가진 여러 단백질 서열에서 공통적으로 발견되는 패턴으로서 단백질의 기능을 예측하는 단서로 활용된다. 현재 Prosite, Pfam 등의 데이터베이스에서 정규식(regular expression), 가중치 행렬(weighted matrix), 은닉 마코프 모델(hidden Markov model)의 형태로 4천여종 이상의 모티프가 등록되어 있다. 본 논문에서는 연관성 탐사 기법을 적용하여 Hits 데이터로부터 상당히 높은 연관성을 갖는 모티프 집단을 밝히고, 실제 자연현상에서 자주 나타나는 연관성을 교차타당성 (cross-validation) 기법을 통해 입증하였다. 이렇게 밝혀진 단백질 모티프간 연관성을 트라이 탐색 기법을 통해 웹으로 제공함으로써 단백질의 기능유추에 쉽게 접근하고자 한다.

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Single Relay Selection for Bidirectional Cooperative Networks with Physical-Layer Network Coding

  • Liu, Yingting;Zhang, Hailin;Hui, Leifang;Liu, Quanyang;Lu, Xiaofeng
    • ETRI Journal
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    • v.34 no.1
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    • pp.102-105
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    • 2012
  • To serve the growing demand of the bidirectional information exchange, we propose a single relay selection (RS) scheme for physical-layer network coding (PNC) in a bidirectional cooperative network consisting of two sources and multiple relays. This RS scheme selects a single best relay by maximizing the bottleneck of the capacity region of both information flows in the bidirectional network. We show that the proposed RS rule minimizes the outage probability and that it can be used as a performance benchmark for any RS rules with PNC. We derive a closed-form exact expression of the outage probability for the proposed RS rule and show that it achieves full diversity gain. Finally, numerical results demonstrate the validity of our analysis.

Multidimensional Analysis of XML Documents using XML Cubes (XML 큐브를 이용한 다차원 XML 문서 분석)

  • Park, Byung-Kwon
    • Proceedings of the Korea Association of Information Systems Conference
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    • 2005.05a
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    • pp.65-78
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    • 2005
  • Nowadays, large amounts of XML documents are available on the Internet. Thus, we need to analyze them multi-dimensionally in the same way as relational data. In this paper, we propose a new frame-work for multidimensional analysis of XML documents, which we call XML-OLAP. We base XML-OLAP on XML warehouses where every fact data as well as dimension data are stored as XML documents. We build XML cubes from XML warehouses. We propose a new multidimensional expression language for XML cubes, which we call XML-MDX. XML-MDX statements target XML cubes and use XQuery expressions to designate the measure data. They specify text mining operators for aggregating text constituting the measure data. We evaluate XML-OLAP by applying it to a U.S. patent XML warehouse. We use XML-MDX queries, which demonstrate that XML-OLAP is effective for multi-dimensionally analyzing the U.S. patents.

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Multivariate Nonparametric Tests for Grouped and Right Censored Data

  • Park Hyo-Il;Na Jong-Hwa;Hong Seungman
    • International Journal of Reliability and Applications
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    • v.6 no.1
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    • pp.53-64
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    • 2005
  • In this paper, we propose a nonparametric test procedure for the multivariate, grouped and right censored data for two sample problem. For the construction of the test statistic, we use the linear rank statistics for each component and apply the permutation principle for obtaining the null distribution. For the large sample case, the asymptotic distribution is derived under the null hypothesis with the additional assumption that two censoring distributions are also equal. Finally, we illustrate our procedure with an example and discuss some concluding remarks. In appendices, we derive the expression of the covariance matrix and prove the asymptotic distribution.

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A Study on Narrow band Interference Rejection in PN-SS System (PN-SS통신시스템에서 협대역간섭신호의 제거방식에 관한 연구)

  • 김동길;김원후
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.9 no.2
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    • pp.62-69
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    • 1984
  • The performance of direct-sequence spread spectrum(DS-SS) receiver may be enhanced by using the digital whitening filter. In this paper, the hard limited feedback whitening filter that whiten the interference and noise alone is proposed to obtain the additional resistance to narrowband interference. The recursive solution for the calculation of tap weights is presented and the expression for SNR and BER is derived and compared with the conventional digital whitening filter. As the result of computer simulation it is proved that the error performance is improved considerably.

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Exploring the Motivation in Using Facebook : A Comparative Study between Generation X and Y in Indonesia

  • Hartijasti, Yanki
    • Journal of Information Technology Applications and Management
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    • v.20 no.1
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    • pp.53-66
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    • 2013
  • Social reason was mostly the motivation for using Facebook among Generation Y, but results on Generation X were still inconclusive due to limited studies. By using content analysis of 93 participants' written statements gathered on April to May 2012, this study compared motivations among Facebookers from two generations. The study finds that Generation X and Y shared similar motivations. The majority of both generations use Facebook to keep in touch with their friends, as well as to seek updated information. A smaller number use Facebook for entertainment, online business, and self-expression. In addition, participants were willing to continue using Facebook in the future despite the fact that they had Twitter accounts.

Recognizing Facial Expression Using 1-order Moment and Principal Component Analysis (1차 모멘트와 주요성분분석을 이용한 얼굴표정 인식)

  • Cho Yong-Hyun;Hong Seung-Jun
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2006.05a
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    • pp.405-408
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    • 2006
  • 본 논문에서는 영상의 1차 모멘트와 주요성분분석을 이용한 효율적인 얼굴표정 인식방법을 제안하였다. 여기서 1차 모멘트는 영상의 중심이동을 위한 전처리 과정으로 인식에 불필요한 배경의 배제와 계산시간의 감소로 인식성능을 개선하기 위함이다. 또한 주요성분분석은 얼굴표정의 특징인 고유영상을 추출하는 것으로, 이는 2차의 통계성을 고려한 중복신호의 제거로 인식성능을 개선하기 위함이다. 제안된 방법을 각각 320*243 픽셀의 48개(4명*6장*2그룹) 얼굴표정을 대상으로 Euclidean 분류척도를 이용하여 실험한 결과 전처리를 수행하지 않는 기존 방법보다 우수한 인식성능이 있음을 확인하였다.

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Performance analysis of MRC Diversity system for Detection of M-ary Signals on Rician Fading channel

  • Hong, Wan-Pya;Kim, Chang-Hwan
    • Journal of information and communication convergence engineering
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    • v.2 no.4
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    • pp.224-227
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    • 2004
  • The purpose of this paper is to theoretically analysis of performance of MRC diversity for detection of M-ary signals on the Rician fading channels. To do it, the difference between the approximation to bit error probability and the exact bit error rate (BER) in evaluating the performance of MPSK signals is investigated by numerical analyses. In addition, the performance evaluation of MDPSK signals in the independent branch diversity is performed by an integral-form expression in case of when MDPSK signal in MRC system is experiencing the Rician fading.

Application Design of FlyingDisc with GPS and Gyro Sensors (GPS와 자이로센서를 결합한 플라잉 디스크의 활용설계)

  • Kang, Kyungmo
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2015.05a
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    • pp.517-518
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    • 2015
  • In this research, the application of GPS and Gyro sensor based FlyingDisc with the value of 3D position and circulation sensors was proposed for school physical education. 3D Unity for 3 dimensional expression of sensors was applied for the 3D position and circulation direction from the FlyingDisc.

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An Analysis of unintentional radiation from multiple non-linear transmission (복수 비직선 신호선로의 불요전자파 복사에 관한 해석)

  • 윤현보;박항구;임계재
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.16 no.7
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    • pp.598-609
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    • 1991
  • A generalized expression of radiation intensity from multiple non linear transmission lines is derived from the circuit model of radiation phenomena and the phased array antenna theory, for PC traces having independent signal sources. An adequacy of this proposed analitical method was verified comparing with computer simulation and experimental result for two and three non linear transmission lines feeded by 600 MHz signal.

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