• Title/Summary/Keyword: Integrating method

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A Study on Machine Printed Character Recognition Based on Character Type Classification (문자형식 분류 기반의 인쇄체 문자인식에 관한 연구)

  • 임길택;김호연
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.40 no.5
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    • pp.266-279
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    • 2003
  • In this paper, we propose machine printed character recognition methods which utilize the character type information and divide the character clusters. The characters are subdivided into a total of seven types, of which six types are for Hangul according to the grapheme combination fashions and one type for English characters, numerals, and symbols. According to the character type, we separate input character image into several recognition units and recognize them by using the direction angle feature. The recognition for each character type is completed by combining recognition units which are recognized by neural networks respectively For combining a total of seven character recognizers, we implemented seven methods such as switching method, integrating method, and their several variants. As experimental results, we obtained 98.2% recognition rate of simple switching method, 90.54% of integrating one, and between 97.35% and 98.65% of five variants.

A Fuzzy-based Fusion Wireless Localization Method (퍼지기반 융합 무선위치추정기법)

  • Cho, Seong-Yun
    • The Journal of the Korea institute of electronic communication sciences
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    • v.10 no.4
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    • pp.507-512
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    • 2015
  • In the wireless localization systems using range measurements, iteration method-based approximated solutions have been used. Also, linear closed-form solutions have been investigated in the light of local minimum problem and computational load. However, each closed-form solution has individual error factors that cause usage limit of the solutions. In this paper, a fusion method integrating two representative closed-form solutions is presented. The presented method cancels the error factors of each solution out. Weights for integrating the standalone solutions are determined using the error factors-based fuzzy method. The performance of the proposed method is verified using some simulation results.

Integrating Software Security into Agile-Scrum Method

  • Ghani, Imran;Azham, Zulkarnain;Jeong, Seung Ryul
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.8 no.2
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    • pp.646-663
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    • 2014
  • Scrum is one of the most popular and efficient agile development methods. However, like other agile methods such as Extreme Programming (XP), Feature Driven Development (FDD), and the Dynamic Systems Development Method (DSDM), Scrum has been criticized because of lack of support to develop secure software. Thus, in 2011, we published research proposing the idea of a security backlog (SB). This paper represents the continuation of our previous research, with a focus on the evaluation in industry-based case study. Our findings highlight an improved agility in Scrum after the integration of SB. Furthermore, secure software can be developed quickly, even in situations involving requirement changes of software. Based on our experimental findings, we noticed that, when integrating SB, it is quite feasible to develop secure software using an agile Scrum model.

Classification of Ontology Integration and Ontology-based Semantic Integration of PLM Object (온톨로지 통합 분류와 온톨로지 기반의 PLM Object 의미적 통합)

  • Kwak, Jung-Ae;Yong, Hwan-Seung;Choi, Sang-Su
    • Korean Journal of Computational Design and Engineering
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    • v.13 no.3
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    • pp.163-174
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    • 2008
  • In this paper, for integrating of data on car parts we model information of parts that PDM system manages. Ontology of car parts applies existing ontology mapping research to integrate into car ontology. We propose a method for semantic integration of PLM object of MEMPHIS based on the integrated ontology. Through our method, we introduce C# ontology model to apply existing C# applications with ontology. We also classify ontology integration into three through examples and explain them. While semantically integrating PLM objects based on the integrated ontology, we explain the need for change of PLM object type and describe the process of change for PLM object type by examples.

Misfire Detection by Using the Crankshaft Speed Fluctuation(2) : Vehicle Test (크랭크축 각속도의 변동을 이용한 실화 판정(2) - 실차 실험)

  • 배상수;김세웅;임인건;김응서
    • Transactions of the Korean Society of Automotive Engineers
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    • v.4 no.5
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    • pp.90-99
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    • 1996
  • To keep up with the regulation of OBD II(on board diagnostics II), many detection methods for engine misfire have been developed. Among them, the method of using the crankshaft speed fluctuation is the most noticeable in the point of view of lower cost and easier installation than any others. On the basis of the results obtained from the previous engine-dynamometer test, the integrating torque index (ITI) has been introduced. In this research, the instrumental and the interfacing systems to engine control unit(ECU) are developed for the vehicle test. Therefore, the vehicle and chassis-dynamometer test can be carried out in addition to the rough road test. From this test, the previousproposed method proved that it can be applied to the real vehicle.

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A Method For Solving the Problem of Existing EDI System by Using XML (XML을 이용한 기존 EDI 시스템의 문제점 극복방안)

  • 장민석;김상중
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2001.05a
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    • pp.275-278
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    • 2001
  • The importance of EDI is growing more and more as the trend of E-Commerce is changing to B2B from B2C. So far WEB-EDI system using HTML has substituted for existing traditional VAN-EDI system. But the critical problem of WEB-EDI is that integrating among the internal systems in the company is difficult. In this paper we suggests a method for integrating the internal data and thus internal systems by using XML, a second generation markup language.

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A study on inducing process of critical design factors for enhancing customer satisfaction (고객 만족도 향상을 위한 제품의 핵심 설계요소 도출 프로세스에 관한 연구)

  • Im, Youngjae
    • Journal of Korean Society for Quality Management
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    • v.45 no.4
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    • pp.717-738
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    • 2017
  • Purpose: This study focused on procedure and methodology for finding the critical design factors in the early stage of product development process. Methods: Firstly, three key criteria, function, affection and usability were defined as the determining factors on customer satisfaction. Secondly, evaluation matrix in terms of each key criteria was proposed for extraction of the critical design factors. Lastly, method of integrating the importance among three key criteria was suggested using structured equation model. Results: As a results of integrating the importance, design factors such as touch sensitiveness and touch method were rated as low in terms of affection. However, these factors were obtained for high ratings with respect to functionality and usability. Thus, touch-related design factors were more facilitated for enhancing customer satisfaction. Conclusion: It is expected that the process suggested in this research could be a considerably useful to maximize customer satisfaction in the early stage of product development process.

A Development of Fast Speed Monte-Carlo Ray Tracing Method and Study of the Characteristics of an Absolute Reflectometer (연산 속도가 개선된 몬테카를로 광선 추적 알고리즘 개발 및 이를 활용한 절대 반사율 측정 장치 특성 분석에 관한 연구)

  • Kim, Han-Pil;Byun, Seok-Joo;Jeon, Min Yong;Park, Jong-Sik
    • Journal of the Korean Institute of Illuminating and Electrical Installation Engineers
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    • v.28 no.6
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    • pp.7-14
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    • 2014
  • We proposed a new algorithm to improve the calculation speed of forward ray tracing method which was quite a problem in conventional Monte Carlo algorithm. To verify the accuracy and the effect of improving calculation speed, we directly compared integrating sphere characteristics with conventional ray tracing algorithm under the same condition which was referred in a reference paper. By applying new algorithm to an absolute reflectometer, we calculated the degree of errors which were caused by baffle and port characteristics to find optimal system design condition.

A Fuzzy Cognitive Map Approach to Integrating Explicit Knowledge and Tacit Knowledge: Emphasis on the Churn Analysis of Credit Card Holders (퍼지인식도를 이용한 형식지와 암묵지 결합 메커니즘에 관한 연구: 신용카드 이탈고객 분석을 중심으로)

  • Lee, Kun-Chang;Chung, Nam-Ho;Kim, Jae-Kyeong
    • Asia pacific journal of information systems
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    • v.11 no.4
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    • pp.113-133
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    • 2001
  • We propose utilizing a fuzzy cognitive map(FCM) to integrate tacit knowledge and explicit knowledge both of which are crucial to the success of knowledge management. Recently, explicit knowledge is getting more available as CRM and data mining approaches become popular as the advent of using database and the Internet technology. However, for the knowledge management to be successful, tacit knowledge should be seamlessly integrated with explicit knowledge seamlessly. The problem hindering such effort is how to find a vehicle facilitating transformation of explicit knowledge into tacit knowledge, and vice versa. FCM has been important method for representing tacit knowledge as a form of explict knowledge. In this respect, we suggest the detailed process about how to integrate explicit knowledge and tacit knowledge by using FCM. We gathered extensive set of data from the credit card company, and applied our proposed method. Results showed that our approach is robust and promising for the field of integrating two different kinds of knowledge.

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Acquisition of an Environmental Map by Sonar Data for an Autonomous Mobile Robot with Web Interface

  • Numakura, Hiroshi;Okatani, Shimizu;Maekawa, Hitoshi
    • Proceedings of the IEEK Conference
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    • 2002.07c
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    • pp.1499-1502
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    • 2002
  • A method for acquiring an environmental map by integrating distance data obtained by sonars of a moving robot with web interface is proposed. Sonar data contains outliers in some cases such as ultrasonic beam is projected onto a corner of an object. Therefore, the influence of the outliers should be reduced by detecting outliers. In our method, the outliers are detected by two ways: (i) a method considering geometrical .elation among the observed surface and the projected ultrasonic beau, and (ii) a method considering consistency with data obtained by other sonars. By measurement by the sonar, the distance from the sonar to the obstacle is obtained. Assuming the two dimensional space we can know that the inside of the sector, whose renter coincide with the sonar and whose radius is equal to the obtained distance, is the free area, and a part of the arc of this sector is the obstacle area. The generation of the environmental map is done by integrating the free area and the obstacle area obtained by each measurement by the sonars. Before the integration, the outliers detection is done by two ways mentioned above. Experimental results show that obtained maps obtained by our methods with outliers defection are much better than those by a method without outliers detection.

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