Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Articles Article Faculty Publications -Articles Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Hybrid fruit-fly optimization algorithm with k-means for text document clustering Subject The topic of the resource Fruit-fly optimization algorithm; K-means; Machine learning; Metaheuristic algorithms; Text document clustering Description An account of the resource The fast-growing Internet results in massive amounts of text data. Due to the large volume of the unstructured format of text data, extracting relevant information and its analysis becomes very challenging. Text document clustering is a text-mining process that partitions the set of text-based documents into mutually exclusive clusters in such a way that documents within the same group are similar to each other, while documents from different clusters differ based on the content. One of the biggest challenges in text clustering is partitioning the collection of text data by measuring the relevance of the content in the documents. Addressing this issue, in this work a hybrid swarm intelligence algorithm with a K-means algorithm is proposed for text clustering. First, the hybrid fruit-fly optimization algorithm is tested on ten unconstrained CEC2019 benchmark functions. Next, the proposed method is evaluated on six standard benchmark text datasets. The experimental evaluation on the unconstrained functions, as well as on text-based documents, indicated that the proposed approach is robust and superior to other state-of-the-art methods. 2021 by the authors. Licensee MDPI, Basel, Switzerland. Creator An entity primarily responsible for making the resource Bezdan T.; Stoean C.; Naamany A.A.; Bacanin N.; Rashid T.A.; Zivkovic M.; Venkatachalam K. Source A related resource from which the described resource is derived Mathematics, Vol-9, No. 16 Publisher An entity responsible for making the resource available MDPI AG Date A point or period of time associated with an event in the lifecycle of the resource 2021-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.3390/math9161929" target="_blank" rel="noreferrer noopener">https://doi.org/10.3390/math9161929</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85112764015&amp;doi=10.3390%2Fmath9161929&amp;partnerID=40&amp;md5=fb2f46fae7238409adba829db8cb7e27" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85112764015&amp;doi=10.3390%2fmath9161929&amp;partnerID=40&amp;md5=fb2f46fae7238409adba829db8cb7e27</a> Rights Information about rights held in and over the resource All Open Access; Gold Open Access Relation A related resource ISSN: 22277390 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Article Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Bezdan T., Faculty of Informatics and Computing, Singidunum University, Danijelova 32, Belgrade, 11010, Serbia; Stoean C., Human Language Technology Research Center, University of Bucharest, Bucharest, 010014, Romania; Naamany A.A., Department for Mathematics and Computer Science, Modern College of Business and Science, Muscat, 113, Oman; Bacanin N., Faculty of Informatics and Computing, Singidunum University, Danijelova 32, Belgrade, 11010, Serbia; Rashid T.A., Computer Science and Engineering Department, University of Kurdistan Hewler, Erbil, 44001, Iraq; Zivkovic M., Faculty of Informatics and Computing, Singidunum University, Danijelova 32, Belgrade, 11010, Serbia; Venkatachalam K., Department of Computer Science and Engineering, CHRIST (Deemed to be University), Bangalore, 560029, India