• Title/Summary/Keyword: Convergence pattern

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Convergence analysis of cusp variation symmetry of the mandibular second premolars using 3-dimensional virtual models - Focusing on college students in Jeollabuk-do (3차원 가상모형을 이용한 하악 제2소구치 교두 변이 대칭성에 대한 융복합적 분석 - 전북지역 일부 대학생을 중심으로)

  • Nam, Shin-Eun
    • Journal of Digital Convergence
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    • v.20 no.2
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    • pp.317-323
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    • 2022
  • This study aimed to qualitative analyze the cusp variation pattern of the mandibular second premolars using a three-dimensional virtual models, and to analyze the left-right bilateral symmetry with a quantitative analysis of the tooth surface area according to the cusp variation. 127 virtual mandibular second premolars were prepared and individual absolute/relative cusp area, total crown area and groove form were analyzed using RapidForm2004(INUS technology INC, Seoul, Korea). Independent t-test, Kruskal-Wallis test and chi-square were performed. As a result, the groove form showed high bilateral symmetry between the left and right sides. Based on the left side of groove form, the bilateral symmetry was 100.0% for the U pattern, and 73.7% for the H patterned, and 78.9% for the Y pattern(p<.001). The finding could be as a meaningful reference for manufacturing CAD/CAM dental prostheses, and it is expected that further studies will be conducted on more samples including the mandibular second premolar immediately after eruption.

A Novel Compact Tunable Bandpass Filter Loaded Varactor Diode on the DGS

  • Kim, Gi-Rae
    • Journal of information and communication convergence engineering
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    • v.8 no.3
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    • pp.263-266
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    • 2010
  • In this paper, a novel defected ground structure (DGS) pattern with enhanced effective capacitance (varactor diode) and a hole in PCB center is presented. The increase in effective capacitance enables the new DGS pattern to achieve a lower resonance than the DGS pattern for the same etched square dimension. The hole in the center also can make resonator frequency lower with better characteristic. According to the tunable characteristic of varactor diode, the resonant frequencies can be tunable. Simulation results show that a lower resonance is achieved with active device, compared to a common DGS pattern.

A Study on Design Pattern Applied Message Monitoring System for Open Source Software based ESB (Enterprise Service Bus) (오픈 소스 기반 ESB의 패턴 적용 메시지 모니터링 시스템 구축 사례)

  • Lee, Sung-Jae
    • Annual Conference of KIPS
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    • 2012.04a
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    • pp.1290-1293
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    • 2012
  • 오픈 소스 기반 ESB 모니터링 시스템 설계에 EIP(Enterprise Integration Pattern)을 적용하여 비즈니스 요구사항을 처리하는 통합 로직과 메시지 추적 관리를 위한 관리 로직을 분리하여, 메시지 관리 로직 처리에 따른 성능 저하 및 오류에 의한 영향도를 최소화하며 메시지 데이터를 중앙 저장 장치에 저장하여 메시지 추적 관리를 용이한 모니터링 시스템 구축 사례.

A Distributed Stock Cutting using Mean Field Annealing and Genetic Algorithm

  • Hong, Chul-Eui
    • Journal of information and communication convergence engineering
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    • v.8 no.1
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    • pp.13-18
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    • 2010
  • The composite stock cutting problem is defined as allocating rectangular and irregular patterns onto a large composite stock sheet of finite dimensions in such a way that the resulting scrap will be minimized. In this paper, we introduce a novel approach to hybrid optimization algorithm called MGA in MPI (Message Passing Interface) environments. The proposed MGA combines the benefit of rapid convergence property of Mean Field Annealing and the effective genetic operations. This paper also proposes the efficient data structures for pattern related information.

A Study on the User Identification System Based on Iris Pattern using GHA (GHA를 이용한 홍채 패턴기반의 사용자 인증 시스템에 관한 연구)

  • 주동현;염동훈;고기영;김두영
    • Proceedings of the Korea Institute of Convergence Signal Processing
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    • 2001.06a
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    • pp.205-208
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    • 2001
  • 본 논문은 Biometrics분야 중 다른 생체학적 특징보다도 정확도면에서 가장 뛰어난 특징인 안구의 홍채 패턴을 이용하여 사용자를 인증 하는 시스템에 관한 연구이다. 입력된 안구 영상으로부터 전처리과정을 거쳐 극좌표 변환을 통해 홍채 패턴을 추출한 후 웨이블릿 변환을 이용하여 특징패턴을 압축하였으며, PCA(Principal Component Analysis:주성분 해석)의 한 종류인 GHA(Generalized Hebbian Algorithm)를 사용하여 등록된 사용자의 패턴 DB 에서 Basis 배열을 추출하고, 구축된 Basis 배열과 입력 영상 패턴과의 비교 Matching을 통하여 사용자를 인증하는 시스템을 제안한다.

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CONVERGENCE PROPERTIES OF PREDATOR-PREY SYSTEMS WITH FUNCTIONAL RESPONSE

  • Shim, Seong-A
    • Honam Mathematical Journal
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    • v.30 no.3
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    • pp.411-423
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    • 2008
  • In the field of population dynamics and chemical reaction the possibility or the existence of spatially and temporally nonhomogeneous solutions is a very important problem. For last 50 years or so there have been many results on the pattern formation of chemical reaction systems studying reaction systems with or without diffusions to explain instabilities and nonhomogeneous states arising in biological situations. In this paper we study time-dependent properties of a predator-prey system with functional response and give sufficient conditions that guarantee the existence of stable limit cycles.

A Study on the Digital Implementation of Multi-layered Neural Networks for Pattern Recognition (패턴인식을 위한 다층 신경망의 디지털 구현에 관한 연구)

  • 박영석
    • Proceedings of the Korea Institute of Convergence Signal Processing
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    • 2000.12a
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    • pp.233-236
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    • 2000
  • 본 연구에서는 패턴 인식용 다층 퍼셉트론 신경망을 순수 디지털 논리회로 모델로 전환 구현할 수 있도록 새로운 논리뉴런의 구조, 디지털 정형 다층논리신경망 구조, 그리고 패턴인식의 응용을 위한 다단 다층논리 신경망 구조를 제안하고, 또한 제안된 구조는 매우 단순하면서도 효과적인 증가적인 가법적(Incremental Additive) 학습알고리즘이 존재함을 보였다.

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A PLC-Based Optical Sub-assembly of Triplexer Using TFF-Attached WDM and PD Carriers

  • Han, Young-Tak;Park, Yoon-Jung;Park, Sang-Ho;Shin, Jang-Uk;Kim, Duk-Jun;Park, Chul-Hee;Park, Sung-Woong;Kwon, Yoon-Koo;Lee, Deug-Ju;Hwang, Wol-Yon;Sung, Hee-Kyung
    • ETRI Journal
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    • v.28 no.1
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    • pp.103-106
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    • 2006
  • We have fabricated a planar lightwave circuit (PLC) hybrid-integrated optical sub-assembly of a triplexer using a thin film filter (TFF)-attached wavelength division multiplexer (WDM) and photodiode (PD) carriers. Two types of TFFs were attached to a diced side of a silica-terraced PLC platform, and the PD carriers with a $45^{\circ}$ mirror on which pin-PDs were bonded were assembled with the platform. A clear transmitter eye-pattern and minimum receiver sensitivity of -24.5 dBm were obtained under 1.25 Gb/s operation for digital applications, and a second-order inter-modulation distortion (IMD2) of -70 dBc was achieved for an analog receiver.

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Movement Pattern Analysis based on Transmission Performance over Underwater MANET (수중 MANET에서 전송성능기반 이동패턴분석)

  • Kim, Young-Dong
    • The Journal of the Korea institute of electronic communication sciences
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    • v.14 no.6
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    • pp.1083-1088
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    • 2019
  • Even though the transmission performance is very important factor for not only study and development but also for design, implementation, and operation of underwater MANET. There is a trend of using it as a measurement factor for comparing and analyzing degree of network performance. In this paper, movement pattern using transmission performance is analyzed to enlarge the use of transmission performance in underwater MANET. The relation between transmission performance and movement pattern is firstly considered and then through this consideration, causing effects of movement pattern to transmission performance is studied. Results of this study can be used as an important base to predict and analyze movement pattern through measuring of transmission performance of moving objects in underwater environments.

Toward understanding learning patterns in an open online learning platform using process mining (프로세스 마이닝을 활용한 온라인 교육 오픈 플랫폼 내 학습 패턴 분석 방법 개발)

  • Taeyoung Kim;Hyomin Kim;Minsu Cho
    • Journal of Intelligence and Information Systems
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    • v.29 no.2
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    • pp.285-301
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    • 2023
  • Due to the increasing demand and importance of non-face-to-face education, open online learning platforms are getting interests both domestically and internationally. These platforms exhibit different characteristics from online courses by universities and other educational institutions. In particular, students engaged in these platforms can receive more learner autonomy, and the development of tools to assist learning is required. From the past, researchers have attempted to utilize process mining to understand realistic study behaviors and derive learning patterns. However, it has a deficiency to employ it to the open online learning platforms. Moreover, existing research has primarily focused on the process model perspective, including process model discovery, but lacks a method for the process pattern and instance perspectives. In this study, we propose a method to identify learning patterns within an open online learning platform using process mining techniques. To achieve this, we suggest three different viewpoints, e.g., model-level, variant-level, and instance-level, to comprehend the learning patterns, and various techniques are employed, such as process discovery, conformance checking, autoencoder-based clustering, and predictive approaches. To validate this method, we collected a learning log of machine learning-related courses on a domestic open education platform. The results unveiled a spaghetti-like process model that can be differentiated into a standard learning pattern and three abnormal patterns. Furthermore, as a result of deriving a pattern classification model, our model achieved a high accuracy of 0.86 when predicting the pattern of instances based on the initial 30% of the entire flow. This study contributes to systematically analyze learners' patterns using process mining.