ISSN 2394-5125
 

Research Article 


ENCODED POLYMORPHIC ASPECTS OF CLUSTERING

Dr. S. JABEEN BEGUM, M.Gayathri, S.Gokula Priya, A.Mithra, Dr. R. Dhanapal.

Abstract
In big data era, the info are generated from different sources or observed from different views. These sorts of data
are mentioned as multiview data. Paired Multi-see Clustering (BMVC) might be a structure, has pulled in expanding
consideration as of late by getting the opportunity to abuse correlative and agreement data over various perspectives.
Multi-view Clustering algorithms are classified into five categories, namely, co-training style algorithms, multikernel
learning, multi-view graph clustering, multi-view subspace clustering, and multi-task multi-view clustering.
Multi-view Clustering performs effectively on multi-view data by considering the range and complementary of
various views. during a multi-view clustering algorithm, the mixture components have a smaller overlap when the
views are concatenated. A principled binary multi-view clustering method, dubbed BMVC, was proposed for
solving the challenging problem of multi-view clustering on large-scale image data, which may greatly reduce the
complexity also because the memory requirement.

Key words: Big data, Attenuation, Binary Multi-view Clustering (BMVC), co-training style algorithms, multi-kernel learning, multi-view graph clustering, multi-view subspace clustering, multi-task multi-view.


 
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How to Cite this Article
Pubmed Style

Dr. S. JABEEN BEGUM, M.Gayathri , S.Gokula Priya, A.Mithra , Dr. R. Dhanapal. ENCODED POLYMORPHIC ASPECTS OF CLUSTERING. JCR. 2020; 7(17): 2970-2980. doi:10.31838/jcr.07.17.375


Web Style

Dr. S. JABEEN BEGUM, M.Gayathri , S.Gokula Priya, A.Mithra , Dr. R. Dhanapal. ENCODED POLYMORPHIC ASPECTS OF CLUSTERING. http://www.jcreview.com/?mno=121888 [Access: May 30, 2021]. doi:10.31838/jcr.07.17.375


AMA (American Medical Association) Style

Dr. S. JABEEN BEGUM, M.Gayathri , S.Gokula Priya, A.Mithra , Dr. R. Dhanapal. ENCODED POLYMORPHIC ASPECTS OF CLUSTERING. JCR. 2020; 7(17): 2970-2980. doi:10.31838/jcr.07.17.375



Vancouver/ICMJE Style

Dr. S. JABEEN BEGUM, M.Gayathri , S.Gokula Priya, A.Mithra , Dr. R. Dhanapal. ENCODED POLYMORPHIC ASPECTS OF CLUSTERING. JCR. (2020), [cited May 30, 2021]; 7(17): 2970-2980. doi:10.31838/jcr.07.17.375



Harvard Style

Dr. S. JABEEN BEGUM, M.Gayathri , S.Gokula Priya, A.Mithra , Dr. R. Dhanapal (2020) ENCODED POLYMORPHIC ASPECTS OF CLUSTERING. JCR, 7 (17), 2970-2980. doi:10.31838/jcr.07.17.375



Turabian Style

Dr. S. JABEEN BEGUM, M.Gayathri , S.Gokula Priya, A.Mithra , Dr. R. Dhanapal. 2020. ENCODED POLYMORPHIC ASPECTS OF CLUSTERING. Journal of Critical Reviews, 7 (17), 2970-2980. doi:10.31838/jcr.07.17.375



Chicago Style

Dr. S. JABEEN BEGUM, M.Gayathri , S.Gokula Priya, A.Mithra , Dr. R. Dhanapal. "ENCODED POLYMORPHIC ASPECTS OF CLUSTERING." Journal of Critical Reviews 7 (2020), 2970-2980. doi:10.31838/jcr.07.17.375



MLA (The Modern Language Association) Style

Dr. S. JABEEN BEGUM, M.Gayathri , S.Gokula Priya, A.Mithra , Dr. R. Dhanapal. "ENCODED POLYMORPHIC ASPECTS OF CLUSTERING." Journal of Critical Reviews 7.17 (2020), 2970-2980. Print. doi:10.31838/jcr.07.17.375



APA (American Psychological Association) Style

Dr. S. JABEEN BEGUM, M.Gayathri , S.Gokula Priya, A.Mithra , Dr. R. Dhanapal (2020) ENCODED POLYMORPHIC ASPECTS OF CLUSTERING. Journal of Critical Reviews, 7 (17), 2970-2980. doi:10.31838/jcr.07.17.375