Titlebook: Recent Advances on Soft Computing and Data Mining; Proceedings of The F Tutut Herawan,Rozaida Ghazali,Mustafa Mat Deris Conference proceedi

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A New Hybrid Algorithm for Document Clustering Based on Cuckoo Search and K-means,ters 21578 Text Categorization Dataset and the UCI Machine Learning Repository. The obtained results show the efficiency of the new approach in term of reducing the number of iterations and fitness values. Furthermore, it can improve the quality of clustering measured by the famous F-measure.

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