# Efficient algorithms based on the k-means and Chaotic League Championship Algorithm for numeric, categorical, and mixed-type data clustering

> Research article (Expert Systems with Applications, 2017) · cited 46× · AI/ML

**Wikidata**: [openalex:W2739887981](https://www.wikidata.org/wiki/openalex:W2739887981)  
**Source**: https://4ort.xyz/entity/efficient-algorithms-based-on-the-k-means-and-chaotic-league-championship-algorithm-for-numeric-categorical-and-mixed-ty