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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 4 | Month- April 2024
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Published Paper Details:
Paper Title
ADAPTIVE SELF PACED DEEP CLUSTERING WITH DATA AUGUMENTION
Authors
VINNAKOTA GOWTHAMI PRIYA, K.VENKATESH
Keywords
ADAPTIVE SELF PACED DEEP CLUSTERING WITH DATA AUGUMENTION
Abstract
Deep clustering is one of the most prominent clustering techniques compared with superior clustering techniques by jointly performing feature learning and cluster assignment. Although numerous deep clustering algorithms have emerged in various applications, most of them fail to learn robust cluster-oriented features which in turn hurt the final clustering performance. In order to overcome all these problems, we try to propose a two-stage deep clustering algorithm by incorporating data augmentation and self-paced learning. In the first stage, we try to train the system with all the inputs which are required for identifying the post with category name and rank. In the next stage we just want to identify the test condition in which user try to recommend the post to others and combine a post based on category.
IJCRT's Publication Details
Unique Identification Number - IJCRT2106873
Paper ID - 211171
Page Number(s) - h359-h369
Pubished in - Volume 9 | Issue 6 | June 2021
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
VINNAKOTA GOWTHAMI PRIYA, K.VENKATESH, "ADAPTIVE SELF PACED DEEP CLUSTERING WITH DATA AUGUMENTION", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.9, Issue 6, pp.h359-h369, June 2021, Available at :http://www.ijcrt.org/papers/IJCRT2106873.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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