• Title/Summary/Keyword: Common Pattern

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A Radial Basis Function Approach to Pattern Recognition and Its Applications

  • Shin, Mi-Young;Park, Chee-Hang
    • ETRI Journal
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    • v.22 no.2
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    • pp.1-10
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    • 2000
  • Pattern recognition is one of the most common problems encountered in engineering and scientific disciplines, which involves developing prediction or classification models from historic data or training samples. This paper introduces a new approach, called the Representational Capability (RC) algorithm, to handle pattern recognition problems using radial basis function (RBF) models. The RC algorithm has been developed based on the mathematical properties of the interpolation and design matrices of RBF models. The model development process based on this algorithm not only yields the best model in the sense of balancing its parsimony and generalization ability, but also provides insights into the design process by employing a design parameter (${\delta}$). We discuss the RC algorithm and its use at length via an illustrative example. In addition, RBF classification models are developed for heart disease diagnosis.

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Orientalism in Van Noten′s Collections : in His Late 1990s Collections (반 노튼(Van Noten)의 작품에 나타난 오리엔탈리즘 - 1990년대 후반을 중심으로 -)

  • 김경인
    • The Research Journal of the Costume Culture
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    • v.8 no.6
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    • pp.940-948
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    • 2000
  • This paper analyzed the collections of Dries Van Noten and found the influences of oriental ethnic costumes. The oriental looks which he had shown in his collections are followings : Largely, the menswear designs of Van Noten took the concept of an easy and loose style which is a common shape in oriental ethnic costumes. Especially various transformations of layered look were found in his collections. Design ideas of Van Noten's womenswear style included variations of a sarong style, a kimono style, and etc. Also in his womenswear collections, various styles of layered look were shown. He often used lustrous fabrics like satin, brocade, and damask which are driven from the oriental region. His collections had Chinese dragon-or flower-pattern, Japanese geometric pattern, and Indian henna pattern. The patterns were embroidered or gilded.

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FAULT DIAGNOSIS OF ROTATING MACHINERY THROUGH FUZZY PATTERN MATCHING

  • Fernandez salido, Jesus Manuel;Murakami, Shuta
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 1998.06a
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    • pp.203-207
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    • 1998
  • In this paper, it is shown how Fuzzy Pattern Matching can be applied to diagnosis of the most common faults of Rotating Machinery. The whole diagnosis process has been divided in three steps : Fault Detection, Fault Isolation and Fault Identification, whose possible results are described by linguistic patterns. Diagnosis will consist in obtaining a set of matching indexes that indexes that express the compatibility of the fuzzified features extracted from the measured vibration signals, with the knowledge contained in the corresponding patterns.

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Displacement Measurement of Multi-Point Using a Pattern Recognition from Video Signal (영상 신호에서 패턴인식을 이용한 다중 포인트 변위측정)

  • Jeon, Hyeong-Seop;Choi, Young-Chul;Park, Jong-Won
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2008.11a
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    • pp.675-680
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    • 2008
  • This paper proposes a way to measure the displacement of a multi-point by using a pattern recognition from video signal. Generally in measuring displacement, gab sensor, which is a displacement sensor, is used. However, it is difficult to measure displacement by using a common sensor in places where it is unsuitable to attach a sensor, such as high-temperature areas or radioactive places. In this kind of places, non-contact methods should be used to measure displacement and in this study, images of CCD camera were used. When displacement is measure by using camera images, it is possible to measure displacement with a non-contact method. It is simple to install and multi-point displacement measuring device so that it is advantageous to solve problems of spatial constraints.

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Conversations about Open Data on Twitter

  • Jalali, Seyed Mohammad Jafar;Park, Han Woo
    • International Journal of Contents
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    • v.13 no.1
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    • pp.31-37
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    • 2017
  • Using the network analysis method, this study investigates the communication structure of Open Data on the Twitter sphere. It addresses the communication path by mapping influential activities and comparing the contents of tweets about Open Data. In the years 2015 and 2016, the NodeXL software was applied to collect tweets from the Twitter network, containing the term "opendata". The structural patterns of social media communication were analyzed through several network characteristics. The results indicate that the most common activities on the Twitter network are related to the subjects such as new applications and new technologies in Open Data. The study is the first to focus on the structural and informational pattern of Open Data based on social network analysis and content analysis. It will help researchers, activists, and policy-makers to come up with a major realization of the pattern of Open Data through Twitter.

Recognition of Printed Korean Characters(II) (한글문자 인식에 관한 연구(II)(한글자모의 인식 Code와 display))

  • 이주근
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.7 no.3
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    • pp.5-11
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    • 1970
  • Some of the coding method have been discussed by extracting characteristics from vowels and consonants of Korean characters. given letters were sampled through 3$\times$5 mesh and also constituted first matrix system which taken subpatterns of vertical Conponent as variables and then, characteristics of the letters are extracted from the second matrix system expresses by common characteristics which are combined-with first one. Single coding was obtained by scanning the characteristic pattern. a good agree between theoretical values and their measurements and the reproducing of all vowels and consonants of Korean chasacters about coding were certified on the display designed.

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Optical Implementation of Improved IPA Model Using Hierarchical Recognition Algorithm (계층적 인식 알고리즘을 이용한 개선된 패턴상호연상모델의 광학적 구현)

  • 하재홍;김성용;김수중
    • Journal of the Korean Institute of Telematics and Electronics A
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    • v.31A no.7
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    • pp.55-62
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    • 1994
  • Interpattern association (IPA) model which the interconnection weight matrix(IWM) is constructed by the association between patterns is effective in similar pattern recognitions. But, if the number of reference patterns is increased, the ability of recognition is decreased. Using a hierarchical recognition algorithm which adopts the tree search strategy, we classified reference patterns into sub-groups by similarity. In IPA model, if input includes random noise we make it converge to reference pattern by means of input includes random noise we make it converge to reference pattern by means of increasing the number of pixels of prohibited state in IWM. In relation to reference patterns the pixel of prohibited state made partially prohibited state of no connected state using which is not included common and feature regions by each reference patterns.

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A Clinical Report of Klebsiella pneumoniae Treated with pattern identification according to principles of defense, Gi, nutrient and blood (위기영혈변증(衛氣營血辨證)을 통한 Klebsiella pneumoniae에 대한 임상증례 보고)

  • Lee, Ju-Il;Seo, Un-Kyo
    • The Journal of Internal Korean Medicine
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    • v.28 no.1
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    • pp.176-186
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    • 2007
  • Inspiratory pneumoniais one of the common complications in stroke patients who have dysphagia. Pneumonia due to Klebsiella bacteria shows higher fatality than other bacteria. For this reason, K. pneumoniae can be fatal to immune deficient patients. The purpose of this paper is to report the adapting pattern identification according to principles of defense, Gi, nutrients and blood on K. pneumoniae treatment. In this case, improvement was seen in a stroke patient with dysphagia diagnosed with K. pneumoniae by X-ray, sputum culture, and by using Cheonghobyulgaptang as a way of nourishing Eum and clearing heat, because in this case K. pneumoniae was presumed to cause Eumdeficiency due to the chronic low fever, cough, sputum and weakness. This paper proposes that adapting pattern identification according to principles of defense. Gi, nutrients and blood can increase the efficiency of K. pneumoniae treatment.

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Characterization of Centroceras gasparrinii (Ceramiaceae, Rhodophyta) known as Centroceras clavulatum in Korea

  • Won, Boo-Yeon
    • ALGAE
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    • v.25 no.2
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    • pp.71-76
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    • 2010
  • Centroceras gasparrinii is characterized by 1) straight spines, 2) an ovoid gland cell, 3) tetrasporangia with involucral branchlets, and 4) ovoid cortical cells on the first and second cortical initials. A similar Centroceras species with dichotomous habit, "Centroceras clavulatum", has been widely known as a common species of Korean marine flora. However, the species known as "C. clavulatum" in Korea is recognized as C. gasparrinii based on the molecular and morphological evidence. Newly generated sequences of rbcL gene reveal that all taxa of Centroceras from Korea having dichotomous branching pattern are C. gasparrinii. There is 0-0.07% sequence divergence among specimens of C. gasparrinii in Korea. "Centroceras clavulatum" is excluded from Korean flora and C. gasparrinii is included instead of "Centroceras clavulatum". C. gasparrinii also differs from C. distichum in Korea in that it has tetrasporangia with involucral branchlets and dichotomous branching pattern, while C. distichum has immersed tetrasporangia and an alternate branching pattern.

Factor Analysis of Low Back Pain Patients (일부 요통환자의 인자분석)

  • Kang, Jeom-Deok
    • Journal of Korean Physical Therapy Science
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    • v.9 no.1
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    • pp.123-128
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    • 2002
  • Objectives: The objective of this study was to investigate factor analysis of low back pain patients. Methods: The data were collected from hospital located in Daegu. Observation was made on 40 low back pain patients and factor analysis study was also performed in terms of their abnormal physical findings. Results: The low back pain patients occupied 20% of all clinical patients in male group and 20% in female group. The occurrence of acute low back pain in the first factor tended to be higher among in male group than among in female group. While it was significantly higher muscle weakness of the back in female group. The most prevailing abnormal finding among low back pain patients in the first factor were tender point on the back, While it was significantly lower Decreased tendon reflex in both sexes Conclusions: The factor pattern of abnormal physical findings in low back pain patients was much different between male and female patients, suggesting the different pattern of etiology. Although low back pain is one of the most common symptoms causing limitation activity, as yet there is no known specific effective treatment.

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