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2. Tools and Technologies for Data Mining and Machine Learning

References

  • Chaudhuri, S., & Dayal, U. (1997). An overview of data warehousing and OLAP technology. ACM Sigmod record, 26(1), 65-74. Download the pdf.

  • Chaudhuri, S., Dayal, U., & Narasayya, V. (2011). An overview of business intelligence technology. Communications of the ACM, 54(8), 88-98. Download the pdf.

  • Ozkan, M. (2011). A comparison of data mining tools: Data warehouse and data mining. Department of Computer Engineering, Istanbul Kultur University. Download the pdf.

  • Strauch, C., Sites, U. L. S., & Kriha, W. (2011). NoSQL databases. Available from: http://www.christof-strauch.de/nosqldbs.pdf

  • Leavitt, N. (2010). Will NoSQL databases live up to their promise?. Computer, 43(2), 12-14. Available from: http://www.leavcom.com/pdf/NoSQL.pdf

  • Leeuw, J. E. (2009). Statistical software overview. Download the pdf.

  • Wahbeh, A. H., Al-Radaideh, Q. A., Al-Kabi, M. N., & Al-Shawakfa, E. M. (2011). A comparison study between data mining tools over some classification methods. International Journal of Advanced Computer Science and Applications, Special Issue, 18-26. Available from: http://www.thesai.org/Downloads/SpecialIssueNo3/Paper%204-A%20Comparison%20Study%20between%20Data%20Mining%20Tools%20over%20some%20Classification%20Methods.pdf

  • Mikut, R., & Reischl, M. (2011). Data mining tools. Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 1(5), 431-443. Available from: https://my.uopeople.edu/pluginfile.php/1772094/mod_book/chapter/456644/Data%20mining%20tools.pdf

  • Review material in chapters 8-14 in Venable, W. N., & Smith, D. M. (2012). An Introduction to R. Html Version Available here or download the pdf at http://cran.r-project.org/doc/manuals/R-intro.pdf