odetector

Outlier Detection Using Partitioning Clustering Algorithms

CRAN Package

An object is called "outlier" if it remarkably deviates from the other objects in a data set. Outlier detection is the process to find outliers by using the methods that are based on distance measures, clustering and spatial methods (Ben-Gal, 2005 ). It is one of the intensively studied research topics for identification of novelties, frauds, anomalies, deviations or exceptions in addition to its use for outlier removing in data processing. This package provides the implementations of some novel approaches to detect the outliers based on typicality degrees that are obtained with the soft partitioning clustering algorithms such as Fuzzy C-means and its variants.


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Insights

Last 30 days

This package has been downloaded 170 times in the last 30 days. Enough downloads to make a small wave in the niche community. The curiosity is spreading! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 8 times.

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0 downloadsDec 22, 2024
3 downloadsDec 23, 2024
2 downloadsDec 24, 2024
4 downloadsDec 25, 2024
3 downloadsDec 26, 2024
6 downloadsDec 27, 2024
2 downloadsDec 28, 2024
1 downloadsDec 29, 2024
6 downloadsDec 30, 2024
2 downloadsDec 31, 2024
7 downloadsJan 1, 2025
15 downloadsJan 2, 2025
12 downloadsJan 3, 2025
14 downloadsJan 4, 2025
2 downloadsJan 5, 2025
3 downloadsJan 6, 2025
2 downloadsJan 7, 2025
11 downloadsJan 8, 2025
3 downloadsJan 9, 2025
3 downloadsJan 10, 2025
6 downloadsJan 11, 2025
2 downloadsJan 12, 2025
8 downloadsJan 13, 2025
6 downloadsJan 14, 2025
8 downloadsJan 15, 2025
5 downloadsJan 16, 2025
3 downloadsJan 17, 2025
9 downloadsJan 18, 2025
10 downloadsJan 19, 2025
4 downloadsJan 20, 2025
8 downloadsJan 21, 2025
0 downloadsJan 22, 2025
0 downloadsJan 23, 2025
0 downloadsJan 24, 2025
0 downloadsJan 25, 2025
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The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 2,049 times in the last 365 days. That's enough downloads to impress a room full of undergrads. A commendable achievement indeed. The day with the most downloads was Jan 25, 2024 with 95 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


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Dependencies

  • Imports1 package
  • Suggests3 packages