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    block this user An-Ping Li

    Research Fellow

    Beijing 100085, P.R.China

    The Role of Data Pre-processing in Intelligent Data Analysis

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    : This paper first provides a brief overview of some frequently encountered real world problems in data analysis. These are problems that have to be solved through data pre-processing so that the nature of the data is better understood and the data analysis is performed more accurately and efficiently. The architecture of a data analysis tool for which a data pre-processing mechanism has been developed and tested is also explained. An example is then given of the use of this data pre-processing mechanism for two purposes: (i) to filter out a set of semiconductor data, and (ii) to find out more about the nature of these data and make the induction process more efficient. 1.0 Introduction: Data analysis is now integral to our working lives. It is the basis for investigations in many fields of knowledge, from science to engineering and from management to process control. Data on a particular topic are acquired in the form of symbolic and numeric attributes. Analysis of these data gives ...

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    Title : The Role of Data Pre-processing in Intelligent Data Analysis
    Abstract : : This paper first provides a brief overview of some frequently encountered real world problems in data analysis. These are problems that have to be solved through data pre-processing so that the nature of the data is better understood and the data analysis is performed more accurately and efficiently. The architecture of a data analysis tool for which a data pre-processing mechanism has been developed and tested is also explained. An example is then given of the use of this data pre-processing mechanism for two purposes: (i) to filter out a set of semiconductor data, and (ii) to find out more about the nature of these data and make the induction process more efficient. 1.0 Introduction: Data analysis is now integral to our working lives. It is the basis for investigations in many fields of knowledge, from science to engineering and from management to process control. Data on a particular topic are acquired in the form of symbolic and numeric attributes. Analysis of these data gives ...
    Subject : unspecified
    Area : Mathematics
    Language : English
    Affiliations
    Url : http://ftp://ai.iit.nrc.ca/pub/ksl-papers/NRC-38373.ps.Z
    Doi : 10.1.1.57.999

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    An-Ping's Peer Evaluation activity

    Emailed by 1
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    Downloads 662
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    Followed by 2

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