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About Text Document Classification Using Swarm Intelligence: 1. I 2. S, A C
This document summarizes a research paper that proposes an algorithm for automatically grouping PDF documents based on an ant-clustering algorithm inspired by the behavior of ants organizing their nests. The algorithm was modified for text document classification by using a text similarity metric instead of numeric data and introducing a cooling schedule to improve algorithm convergence. The modified algorithm was applied to group real-world documents from an IEEE conference, accurately organizing them into clusters based on their textual content.
Detailed Information
| Author: | ['Yosan BavarianGrip'] |
|---|---|
| Publication Year: | 2015 |
| Pages: | 6 |
| Language: | English |
| Format: | |
| Price: | FREE |
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