• Title/Summary/Keyword: Techniques

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Handwritten Digit Recognition with Softcomputing Techniques

  • Cho, Sung-Bae
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 1998.06a
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    • pp.707-712
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    • 1998
  • This paper presents several softcomputing techniques such as neural networks, fuzzy logic and genetic algorithms : Neural networks as brain metaphor provide fundamental structure, fuzzy logic gives a possibility to utilize top-down knowledge from designer, and genetic algorithms as evolution metaphor determine several system parameters with the process of bottom up development. With these techniques, we develop a pattern recognizer which consists of multiple neural networks aggregated by fuzzy integral in which genetic algorithms determine the fuzzy density values. The experimental results with the problem of recognizing totally unconstrained handwritten numeral show that the performance of the proposed method is superior to that of conventional methods.

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Environmental Survey Data Modeling Using K-means Clustering Techniques

  • Park, Hee-Chang;Cho, Kwang-Hyun
    • Journal of the Korean Data and Information Science Society
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    • v.16 no.3
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    • pp.557-566
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    • 2005
  • Clustering is the process of grouping the data into clusters so that objects within a cluster have high similarity in comparison to one another. In this paper we used k-means clustering of several clustering techniques. The k-means Clustering Is classified as a partitional clustering method. We analyze 2002 Gyeongnam social indicator survey data using k-means clustering techniques for environmental information. We can use these outputs given by k-means clustering for environmental preservation and environmental improvement.

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Component-Based Software Architecture for Biosystem Reverse Engineering

  • Lee, Do-Heon
    • Biotechnology and Bioprocess Engineering:BBE
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    • v.10 no.5
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    • pp.400-407
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    • 2005
  • Reverse engineering is defined as the process where the internal structures and dynamics of a given system are inferred and analyzed from external observations and relevant knowledge. The first part of this paper surveys existing techniques for biosystem reverse engineering. Network structure inference techniques such as Correlation Matrix Construction (CMC), Boolean network and Bayesian network-based methods are explained. After the numeric and logical simulation techniques are briefly described, several representative working software tools were introduced. The second part presents our component-based software architecture for biosystem reverse engineering. After three design principles are established, a loosely coupled federation architecture consisting of 11 autonomous components is proposed along with their respective functions.

Improved Large-Scale Refolding Techniques for Inclusion Body Proteins (내포체 단백질의 개선된 대규모 재접힘 기술)

  • 김인호;정봉현
    • KSBB Journal
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    • v.16 no.1
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    • pp.11-14
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    • 2001
  • Techniques for protein refolding from inclusion body are discussed in view of its engineering application to large scale protein purification. Among the techniques, dilution and dialysis are mainly utilized due to simple operation. Membrane reactor, gel filtration chromatography, and continuous tank operation are emerging tools for their process-scale possibility in refolding. Reaction engineering approaches could be used to analyze the kinetic behaviour in the process scale refolding reactor. The kinetic analysis is helpful in the optimization of refolding yield in the refolding reactor.

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Timing Analysis Techniques Review for sub-30 nm Circuit Designs

  • Kim, Ju-Ho;Han, Sang-Woo;Jewell, Roy
    • JSTS:Journal of Semiconductor Technology and Science
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    • v.10 no.4
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    • pp.292-299
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    • 2010
  • With scaled technology, timing analysis of circuits becomes more and more difficult. In this paper, we review recently developed circuit simulation techniques created to deal with the cost issues of transistor-level simulations. Various techniques for fast SPICE simulations and Monte Carlo simulations are introduced. Moreover, process and aging variation issues are mentioned, along with promising methodologies.

Research trends in hypertext information retrieval (하이퍼텍스트 정보검색에 관한 연구동향)

  • 이영자
    • Journal of Korean Library and Information Science Society
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    • v.21
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    • pp.57-86
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    • 1994
  • The purpose of the study is to understand the research trends in the hypertext information retrieval. Around 30 related papers were investigated, from which three distinctive streams of research trends are grasped: 1) a trend of incorporating the traditional retrieval models, especially the query-based searching model into the hypermedia system. 2) a trend of a n.0, pplying the hypermedia system as an interface to the OPAC system, 3) a trend of incorporating the artificial intelligence techniques into the hypermedia techniques. The research on the hypermedia is going on, and the research directions will be increasingly intend to incorporate the traditional retrieval models and artificial intelligence techniques into the hypermedia system.

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Classification and Application of Brainstorming and Its Variants (브레인스토밍 및 그 파생기법들의 분류 및 활용에 관한 연구)

  • 김성대;박영택
    • Journal of Korean Society for Quality Management
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    • v.29 no.2
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    • pp.104-119
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    • 2001
  • Brainstorming is one of the most well-known and frequently-used creativity techniques. Although the original brainstorming has several merits, it also has some drawbacks in its applications. Thus, lots of its variants have been introduced. Reverse Brainstorming, Cordon Method, Phillips 66, Brainwriting, 6-3-5 Brainwriting, Crawford Slip Writing, Nominal Group Technique, KJ Method are some examples. These techniques are classified into some categories, and their main characteristics are examined in this paper. Guidelines for applying the techniques are also provided.

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An Application of Concurrent Engineering in Korean Manufacturing Industry for TQM (국내 제조업 분야의 동시 공학을 이용한 TQM)

  • 이관석;최정재
    • Journal of Korean Society for Quality Management
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    • v.26 no.4
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    • pp.219-238
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    • 1998
  • The objective of this study was to establish a procedure of concurrent engineering which can be easily a, pp.icable in Korean industry. An investigation of various techniques of concurrent engineering was conducted. Problems of Korean companies which can be resolved by concurrent engineering techniques were identified. Techniques which can resolve these problems at the relatively low cost and without complicated computer facilities were selected and form a procedure for this study. The procedure was a, pp.ied to a manufacturing company for validation. It was found that this procedure can substantially reduce time and cost of R&D and manufacturing.

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Discussions about Sample Preparation Techniques for Oxygen and Hydrogen Isotope Analysis (산소와 수소 동위원소 분석을 위한 시료 전처리 기술에 대한 고찰)

  • Lee, Kwang-Sik;Lee, Insung
    • Economic and Environmental Geology
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    • v.29 no.2
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    • pp.207-214
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    • 1996
  • For many years oxygen and hydrogen isotope analysis have been used as one of the most valuable research tools to investigate many geological processes. There are many sample preparation techniques of oxygen and hydrogen isotope analysis for various geological samples. We introduce here several important sample preparation techniques for oxygen and hydrogen isotope analysis and discuss the problems of each method in detail.

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Isolation of Microorganisms for Biotechnological Application

  • Franco, Christopher-M.M.;Mcclure, Nicholas-C.
    • Journal of Microbiology and Biotechnology
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    • v.8 no.2
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    • pp.101-110
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    • 1998
  • The extent of biological diversity being revealed by molecular techniques accentuates the need to develop methods to isolate and culture the large numbers of microorganisms that remain to be studied. The discovery and characterization of novel microorganisms will provide information useful in understanding microbial ecosystems and have the potential to lead to new products for the biotechnology industry. In this review, the use of innovative techniques and exploration of unusual ecosystems, that have begun to address the challenge of isolating the "uncultured" members of the microbial population, are examined.

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