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researcher

D. R. Deepthi

2 papers hereh-index 317 citations4 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG2

identity via Semantic Scholar / OpenAlex

most citedAutomatic Pattern Classification by Unsupervised Learning Using Dimensionality Reduction of Data with Mirroring Neural Networks

6 citations · 9 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2009★ 3 cited

A Mirroring Theorem and its Application to a New Method of Unsupervised Hierarchical Pattern Classification

Dasika Ratna Deepthi, K. Eswaran

In this paper, we prove a crucial theorem called Mirroring Theorem which affirms that given a collection of samples with enough information in it such that it can be classified int…

cs.LG2007★ 6 cited

Automatic Pattern Classification by Unsupervised Learning Using Dimensionality Reduction of Data with Mirroring Neural Networks

Dasika Ratna Deepthi, G. R. Aditya Krishna, K. Eswaran

This paper proposes an unsupervised learning technique by using Multi-layer Mirroring Neural Network and Forgy's clustering algorithm. Multi-layer Mirroring Neural Network is a neu…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.