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Linear Algebra Tools For Data Mining

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Title: Linear Algebra Tools For Data Mining
Description: This comprehensive volume presents the foundations of linear algebra ideas and techniques applied to data mining and related fields. Linear algebra has gained increasing importance in data mining and pattern recognition, as shown by the many current data mining publications, and has a strong impact in other disciplines like psychology, chemistry, and biology. The basic material is accompanied by more than 550 exercises and supplements, many accompanied with complete solutions and MATLAB applications.
Authors: Dan A Simovici
Resource Type: eBook.
Subjects: Linear programming, Computer algorithms, Parallel processing (Electronic computers), Data mining
Categories: COMPUTERS / Artificial Intelligence / Computer Vision & Pattern Recognition, COMPUTERS / Artificial Intelligence / General, COMPUTERS / Data Science / Data Analytics
Database: eBook Collection (EBSCOhost)
FullText Links:
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  Availability: 0
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PubType: eBook
PubTypeId: ebook
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  Data: Linear Algebra Tools For Data Mining
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  Data: This comprehensive volume presents the foundations of linear algebra ideas and techniques applied to data mining and related fields. Linear algebra has gained increasing importance in data mining and pattern recognition, as shown by the many current data mining publications, and has a strong impact in other disciplines like psychology, chemistry, and biology. The basic material is accompanied by more than 550 exercises and supplements, many accompanied with complete solutions and MATLAB applications.
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  Data: <searchLink fieldCode="AR" term="%22Dan+A+Simovici%22">Dan A Simovici</searchLink>
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  Data: <searchLink fieldCode="DE" term="%22Linear+programming%22">Linear programming</searchLink><br /><searchLink fieldCode="DE" term="%22Computer+algorithms%22">Computer algorithms</searchLink><br /><searchLink fieldCode="DE" term="%22Parallel+processing+%28Electronic+computers%29%22">Parallel processing (Electronic computers)</searchLink><br /><searchLink fieldCode="DE" term="%22Data+mining%22">Data mining</searchLink>
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RecordInfo BibRecord:
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      – Code: 006.3
        Scheme: ddc
        Type: prePub
      – Code: 006.312
        Scheme: ddc
        Type: prePub
    Languages:
      – Code: eng
        Text: English
    Subjects:
      – SubjectFull: Linear programming
        Type: general
      – SubjectFull: Computer algorithms
        Type: general
      – SubjectFull: Parallel processing (Electronic computers)
        Type: general
      – SubjectFull: Data mining
        Type: general
    Titles:
      – TitleFull: Linear Algebra Tools For Data Mining
        Type: main
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          Name:
            NameFull: Dan A Simovici
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            NameFull: Dan A Simovici
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          Dates:
            – D: 01
              M: 01
              Type: published
              Y: 2012
            – D: 04
              M: 02
              Type: profile
              Y: 2014
          Identifiers:
            – Type: isbn-print
              Value: 9789814383493
            – Type: isbn-electronic
              Value: 9789814383509
          Titles:
            – TitleFull: Linear Algebra Tools For Data Mining
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