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researcher

R. Murphy

9 papers hereh-index 213 citations13 works total

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

author position
  • sole author8
  • middle author1

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.NE2
  • cs.DS1
  • eess.IV1
  • math.PR1
  • stat.ME1
same name
  • R. Murphy — 16 papers, h 58
  • R. Murphy — 15 papers, h 31
  • R. Murphy — 11 papers, h 9
  • R. Murphy — 3 papers, h 50
  • R. Murphy — 2 papers, h 3
  • R. Murphy — 2 papers, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20142021
most citedA Predictive Model using the Markov Property

1 citations · 3 across the 9 of their papers we have counts for

collaborators
Showing 2016Show all

2 papers · 1 filter

cs.LG2016★ 1 cited

A Critical Connectivity Radius for Segmenting Randomly-Generated, High Dimensional Data Points

Robert A. Murphy

Motivated by a 2-dimensional (unsupervised) image segmentation task whereby local regions of pixels are clustered via edge detection methods, a more general probabilistic mathema…

stat.ME2016★ 1 cited

A Predictive Model using the Markov Property

Robert A. Murphy

Given a data set of numerical values which are sampled from some unknown probability distribution, we will show how to check if the data set exhibits the Markov property and we wil…

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