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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 5 | Month- May 2024
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Published Paper Details:
Paper Title
A NOVEL APPROACH FOR NKS SCHEME IN HIGH DIMENSIONAL DATA
Authors
Eswaraiah Puttu, Shaik Shameer
Keywords
Querying, High dimensional Data, Indexing, Hashing, Dataset.
Abstract
Consider objects that are tagged with keywords and are embedded in a vector space. The presence of keywords in feature space allows for the development of new tools to query and explore these multi-dimensional datasets. We propose a method called Projection and Multi Scale Hashing that uses random projection and hash-based index structures, and achieves high scalability and speedup. In multi-dimensional spaces, it is difficult for users to provide meaningful coordinates, and our work deals with another type of queries where users can only provide keywords as input. Images are represented using color feature vectors, and usually have descriptive text information (e.g., tags or keywords) associated with them. Our system is based on real datasets shows that we can show the efficient searching of keywords in multidimensional datasets.
IJCRT's Publication Details
Unique Identification Number - IJCRT1704073
Paper ID - 170324
Page Number(s) - 543-550
Pubished in - Volume 5 | Issue 4 | October 2017
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Eswaraiah Puttu, Shaik Shameer, "A NOVEL APPROACH FOR NKS SCHEME IN HIGH DIMENSIONAL DATA", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.5, Issue 4, pp.543-550, October 2017, Available at :http://www.ijcrt.org/papers/IJCRT1704073.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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