wmduggan41 / data-mining

CS634 projects and files

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Data Mining

CS634 project directory

Target:

  • Time Series and Graph Mining Application

Requirements:

  • R and RStudio to create a comprehensive time series and graph mining application.
  • Highlight association, dependency analysis, and advanced data mining techniques.

Components:

  • cpu_tests: This directory includes the set of computations used to benchmark and test the efficiency of the data mining algorithms implemented.

  • database: Houses the primary datasets used for time series and graph mining, demonstrating practical use of real-world data in mining operations.

  • docs: Contains documentation related to the project, elaborating on the design choices, methodologies, and results of the implemented data mining techniques.

  • img: Includes images and diagrams visualizing the outcomes of the data mining process, helping to understand and interpret the results.

  • utilities: Comprises helper scripts and additional tools that facilitate the mining and data analysis processes.

  • duggan_william_final_project_code.R: The main R script file containing the source code for the data mining application.


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CS634 projects and files

License:MIT License


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