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 Skin cancer classification using machine learning for dermoscopy image Subject The topic of the resource Gray Level Co-occurrence Matrix (GLCM); K -Nearest Neighbour (KNN); Median Filter; Support Vector Machine (SVM); Thresholding; Weiner Filter Description An account of the resource Skin cancer is highly ambiguous and difficult to identify and cure in the last stage. To increase the survival rate, it is important to recognize the stages of skin cancer for effective treatment. The main aim of the paper is to classify the various stages of skin cancer using dermoscopy images from the data repository of ISIC and PH2. The data is pre -processed with the help of median filter and wiener filter for removing the noise. Segmentation is processed using Watershed and Morphological. After the segmentation, features were extracted using Grey Level Co-occurrence Matrix (GLCM), Color, Geometrical shapes in order to improve the accuracy of dermoscopy image. Finally, the dataset is classified with some popular methods like KNN with 89%, Ensemble with 84% and SVM works better than the other two methods by giving the highest accuracy of 92%. BEIESP. Creator An entity primarily responsible for making the resource Kumar S.; Chandra J. Source A related resource from which the described resource is derived International Journal of Innovative Technology and Exploring Engineering, Vol-8, No. 7, pp. 1456-1462. Publisher An entity responsible for making the resource available Blue Eyes Intelligence Engineering and Sciences Publication Date A point or period of time associated with an event in the lifecycle of the resource 2019-01-01 Identifier An unambiguous reference to the resource within a given context <a href="" target="_blank" rel="noreferrer noopener"></a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85067876244&amp;partnerID=40&amp;md5=d046ce210431980e588992195568f383" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85067876244&amp;partnerID=40&amp;md5=d046ce210431980e588992195568f383</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 22783075 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 Kumar S., Department of Computer Science, CHRIST (Deemed to be University), Bangalore, Karnataka, India; Chandra J., Department of Computer Science, CHRIST (Deemed to be University), Bangalore, Karnataka, India