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 Quantum inspired meta-heuristic approaches for automatic clustering of colour images Subject The topic of the resource automatic clustering; clustering validity measures; Friedman test; intelligent crow search optimization; quantum computing; segmentation evaluation metrics; Sobol's sensitivity analysis; t-test Description An account of the resource In this article, quantum inspired incarnations of two swarm based meta-heuristic algorithms, namely, Crow Search Optimization Algorithm and Intelligent Crow Search Optimization Algorithm have been proposed for automatic clustering of colour images. The performance and effectiveness of the proposed algorithms have been judged by experimenting on 15 Berkeley images and five publicly available real life images of different sizes. The validity of the proposed algorithms has been justified with the help of four different cluster validity indices, namely, Pakhira Bandyopadhyay Maulik, I-index, Silhouette and CS-measure. Moreover, Sobol's sensitivity analysis has been performed to tune the parameters of the proposed algorithms. The experimental results prove the superiority of proposed algorithms with respect to optimal fitness, computational time, convergence rate, accuracy, robustness, (Formula presented.) -test and Friedman test. Finally, the efficacy of the proposed algorithms has been proved with the help of quantitative evaluation of segmentation evaluation metrics. 2021 Wiley Periodicals LLC Creator An entity primarily responsible for making the resource Dey A.; Dey S.; Bhattacharyya S.; Platos J.; Snasel V. Source A related resource from which the described resource is derived International Journal of Intelligent Systems, Vol-36, No. 9, pp. 4852-4901. Publisher An entity responsible for making the resource available John Wiley and Sons Ltd 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/10.1002/int.22494" target="_blank" rel="noreferrer noopener">https://doi.org/10.1002/int.22494</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85107567991&amp;doi=10.1002%2Fint.22494&amp;partnerID=40&amp;md5=63827c3cf14ef450dfdc8464661af44b" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85107567991&amp;doi=10.1002%2fint.22494&amp;partnerID=40&amp;md5=63827c3cf14ef450dfdc8464661af44b</a> Rights Information about rights held in and over the resource All Open Access; Gold Open Access Relation A related resource ISSN: 8848173; CODEN: IJISE 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 Dey A., Department of Computer Science and Engineering, RCC Institute of Information Technology, Kolkata, India; Dey S., Sukanta Mahavidyalaya, Dhupguri, India; Bhattacharyya S., Department of Computer Science and Engineering, Christ University, Bangalore, India; Platos J., Faculty of Electrical Engineering and Computer Science, VSB Technical University of Ostrava, Ostrava, Czech Republic; Snasel V., Faculty of Electrical Engineering and Computer Science, VSB Technical University of Ostrava, Ostrava, Czech Republic