• Title/Summary/Keyword: Patterns

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Patterns recognition via artificial neural network systems

  • Sugisaka, M.;Sagara, S.;Ueno, S.
    • 제어로봇시스템학회:학술대회논문집
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    • 1990.10b
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    • pp.929-932
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    • 1990
  • This paper considers the problem of patterns recognition using the artificial neural network systems. The artificial neural network systems provide an effective tool for classifying patterns and/or characters by learning them in a certain repeated hashion. The mechanism of the learning process and the structure of neural network systems used are main concerns in the accurate and fast classification of the patterns which are slightly different each other. The neural network system employed in this study has three layers structure which is composed of input, intermidiate, and output layers. Our main concern is to develope an effective learning mechanism how to learn the patterns fastly and accurately. The experimental study performed shows that there exists an effective learning method to get higher recognition ratio in classifying the several different patterns by artificial neural network system constructed.

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A study on the Partial Separation for Subpatterns and Recognition of the Hangeul Patterns (한글 Pattern에서 Subpattern분리와 인식에 관한 연구)

  • Lee, Ju-Geun;Namkung, J.C.;Kim, Yeong-Geon
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.18 no.3
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    • pp.1-8
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    • 1981
  • In this paper, the recognition method of Hangout patterns with the partial separation for the subpatterns is proposed. First, Hangout patterns are formalized into six formal patterns and their surface structures are discriminated. Second, two to four subpatterns from one form pattern are separated by the new algorithm combined with Index mark and Window. Hangout patterns are recognized with only frontiers of the tree by defining the regular U-tree grammar for the separated subpatterns. Compared with the previous tree grammar , this grammar reduces the production rules to 1/3 and simplifies automaton processing and has more flexiblity. By the simulation result for 1,600 characters of Hangeul patterns, separation rate of subpatterns (24 or 44) is obtained 99.1% and recognition rate is obtained 100 %.

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Mobile Web User Interface Patterns for Screen Usage and User Input (화면 활용과 사용자 입력을 위한 모바일 웹 사용자 인터페이스 패턴)

  • Choi, Jong Myung;Lee, Young Ho;Cho, Yong Yun
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.8 no.1
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    • pp.183-190
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    • 2012
  • Mobile web applications are different from desktop web applications because of their small screen size and small user input devices. Therefore user interface designers have spent their effort and time to re-design the user interface of mobile web applications to meet these differences. In this paper, we introduce five user interface patterns for mobile web applications to reduce their effort and time. Two of them are for utilizing small screen size efficiently, and they are space overloading pattern and data filtering pattern. These patterns enable designers to reduce screen usage. The other three patterns - data suggestion pattern, input reuse pattern, and incremental data input pattern - are for helping users' data input on mobile devices. These three patterns enable users to reduce direct data input. Our work will help user interface designers develop mobile web interface to utilize screen space efficiently and get data with less errors and less efforts from users.

An Efficient Candidate Pattern Storage Tree Structure and Algorithm for Incremental Web Mining (점진적인 웹 마이닝을 위한 효율적인 후보패턴 저장 트리구조 및 알고리즘)

  • Kang, Hee-Seong;Park, Byung-Jun
    • Proceedings of the KIEE Conference
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    • 2006.04a
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    • pp.3-5
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    • 2006
  • Recent advances in the internet infrastructure have resulted in a large number of huge Web sites and portals worldwide. These Web sites are being visited by various types of users in many different ways. Among all the web page access sequences from different users, some of them occur so frequently that may need an attention from those who are interested. We call them frequent access patterns and access sequences that can be frequent the candidate patterns. Since these candidate patterns play an important role in the incremental Web mining, it is important to efficiently generate, add, delete, and search for them. This thesis presents a novel tree structure that can efficiently store the candidate patterns and a related set of algorithms for generating the tree structure adding new patterns, deleting unnecessary patterns, and searching for the needed ones. The proposed tree structure has a kind of the 3 dimensional link structure and its nodes are layered.

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Binary Nature Revealed in Circumstellar Spiral-Shell Patterns

  • Kim, Hyosun;Hsieh, I-Ta;Liu, Sheng-Yuan;Taam, Ronald E.
    • The Bulletin of The Korean Astronomical Society
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    • v.39 no.1
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    • pp.56.1-56.1
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    • 2014
  • With the advent of high-resolution high-sensitivity observations, spiral patterns have been revealed around several asymptotic giant branch (AGB) stars. Such patterns can provide possible evidence for the existence of central binary stars embedded in outflowing circumstellar envelopes. It is, however, not generally recognized that the binary induced pattern, vertically extended from the orbital plane, exhibits a ring-like pattern with an inclined viewing angle. I will first review the binary-induced spiral-shell patterns on the AGB circumstellar envelopes with the effect of inclination angle with respect to the orbital plane, of which large inclination cases reveal incomplete ring-like patterns. I will describe a method of extracting such spiral-shell from the gas kinematics of an incomplete ring-like pattern to place constraints on the characteristics of the (unknown) central binary stars. This first success may open the possibility of connecting the ring-like patterns commonly found in the AGB circumstellar envelopes and in the outer parts of (pre-)planetary nebulae and pointing to the conceivable presence of central binary systems, which may give a clue for the onset of asymmetrical planetary nebulae.

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DNA fingerprinting patterns of 5 serotypes of Actinobacillus actinomycetemcomitans (Actinobacillus actinomycetemcomitans의 혈청형별 제한절편장 다변화에 관한 연구)

  • Choi, Jeom-Il;Koh, Myung-Yun;Yun, Il
    • Journal of Periodontal and Implant Science
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    • v.26 no.2
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    • pp.365-375
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    • 1996
  • 5 serotypes(a, b, c, d, e) of Actinobacillus actinomycetemcomitans showed distinct hybridization patterns(DNA fingerprinting patterns) when the bacterial DNA were hybridized with randomly cloned 4.7-Kb sized DNA probe. The sizes of hybridized bands in each serotypes were different among serotypes and represented unique patterns of hybridization with the probe used. The serotype a showed two bands of fingerprinting patterns: 23.1 kb and 2.5 kb respectively. Serotype b and c showed single band: 6.6 kb and 9.5 kb, respectively. Serotype d and e showed two bands of hybridization: 23.1 kb and 2.8 kb, and 23.7 kb and 2.1 kb, respectively. The results indicate that this standard fingerpriting patterns of DNA hybridization with 4.7 kb probe can be further used for genotyping clinical isolates of Actinobacillus 8ctinomycetemcomitansand its relevance with periodontal disease activity.

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TFP tree-based Incremental Emerging Patterns Mining for Analysis of Safe and Non-safe Power Load Lines (Safe와 Non-safe 전력 부하 라인 분석을 위한 TFP트리 기반의 점진적 출현패턴 마이닝)

  • Lee, Jong-Bum;Piao, Ming Hao;Ryu, Keun-Ho
    • Spatial Information Research
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    • v.19 no.2
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    • pp.71-76
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    • 2011
  • In this paper, for using emerging patterns to define and analyze the significant difference of safe and non-safe power load lines, and identify which line is potentially non-safe, we proposed an incremental TFP-tree algorithm for mining emerging patterns that can search efficiently within limitation of memory. Especially, the concept of pre-infrequent patterns pruning and use of two different minimum supports, made the algorithm possible to mine most emerging patterns and handle the problem of mining from incrementally increased, large size of data sets such as power consumption data.

A Study on Implementation of Behavioral Patterns of Enemy Characters Following Behavioral Patterns of the Gamer (게이머의 행동패턴 예측을 통한 적 캐릭터의 행동패턴 구현에 관한 연구)

  • Kim, Jung-Hyun;Kim, Kyung-Sik
    • Journal of Korea Game Society
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    • v.4 no.3
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    • pp.43-47
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    • 2004
  • Fast games such as first person shooting games and action games gives notiming surplus to analyze both states of enemys and my status normally. Behavioral of enemy characters in these games are generally produced by patterns. However It was weekpoints of exposure of patterns when gamers try many times. In this paper, we study the new patterns of enemy characters after analysing patterns of gamers

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Mumerical Anlysis of light Scattering Patterns for Measurement of Roughmess(I) (표면 거칠기 광산란 패턴의 컴퓨터 수치 분석 (I))

  • 임동열;김승우
    • Transactions of the Korean Society of Mechanical Engineers
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    • v.16 no.2
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    • pp.267-280
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    • 1992
  • This paper describes a numerical analysis of the light scattering patterns of roughness profiles. This analysis was based upon the light scattering theory developed by Beckmann. In the analysis, the roughness profile was regarded as a profile whose irregularities depend on the production process and the shape of cutting tool. Generally, waviness of an actual surface seriously distorts the scattered pattern of roughness profile. In order to avoid the effects of waviness of actual surfaces, several theoretically calculated scattering patterns, instead of actual scattering patterns, were used to analyze the scattering patterns of typical engineering roughness profiles. The characteristics of the light scattering patterns for five model surfaces were studied.

A Study on T-shirt Design Using Doggaebi Pattern

  • Kim, Weol-Kye
    • Journal of Fashion Business
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    • v.13 no.3
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    • pp.77-85
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    • 2009
  • The purpose of this study is to design t-shirts by using doggaebi patterns as traditional cultural products. Byuksa has the meaning of keeping away wicked spirits and to receiving good fortune. Most of the pictures of magpies, tigers, dragons, hawks, and roosters contain the meaning of protection and the doggaebi pattern is a typical Byuksa pattern. By way of example of product development, this study will develop designs by using doggaebi patterns and promote beautiful Korean traditional patterns as well as Korean traditional culture. The reason for choosing the T-shirt is because T-shirts are a basic item that all people have and wear, so Koreans and foreigners get interested in them and buy them. This study presents designs for 5 kinds of t-shirts for adults and another five kinds for kids using doggaebi patterns. This study was limited to the doggaebi pattern, so it is expected more studies about patterns and many cultural products will develop.