Advances in meta-heuristic optimization algorithms in big data text clustering

Faculty Science Year: 2020
Type of Publication: ZU Hosted Pages:
Authors:
Journal: Electronics MDPI Volume:
Keywords : Advances , meta-heuristic optimization algorithms , , data text    
Abstract:
This paper presents a comprehensive survey of the meta-heuristic optimization algorithms on the text clustering applications and highlights its main procedures. These Artificial Intelligence (AI) algorithms are recognized as promising swarm intelligence methods due to their successful ability to solve machine learning problems, especially text clustering problems. This paper reviews all of the relevant literature on meta-heuristic-based text clustering applications, including many variants, such as basic, modified, hybridized, and multi-objective methods. As well, the main procedures of text clustering and critical discussions are given. Hence, this review reports its advantages and disadvantages and recommends potential future research paths. The main keywords that have been considered in this paper are text, clustering, meta-heuristic, optimization, and algorithm. View Full-Text
   
     
 
       

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