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researcher

Irene Vrbik

3 papers hereh-index 6288 citations8 works total

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

author position
  • first author2
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • stat.ME2
  • cs.HC1

identity via Semantic Scholar / OpenAlex

most citedParsimonious Skew Mixture Models for Model-Based Clustering and Classification

99 citations · 120 across the 3 of their papers we have counts for

collaborators

3 papers

cs.HC2020

Geo-Spatial Data Visualization and Critical Metrics Predictions for Canadian Elections

Mohammad Abdul Hadi, Fatemeh H Fard, Irene Vrbik

Open data published by various organizations is intended to make the data available to the public. All over the world, numerous organizations maintain a considerable number of open…

stat.ME2013★ 21 cited

Fractionally-Supervised Classification

Irene Vrbik, Paul D. McNicholas

Traditionally, there are three species of classification: unsupervised, supervised, and semi-supervised. Supervised and semi-supervised classification differ by whether or not weig…

stat.ME2013★ 99 cited

Parsimonious Skew Mixture Models for Model-Based Clustering and Classification

Irene Vrbik, Paul D. McNicholas

In recent work, robust mixture modelling approaches using skewed distributions have been explored to accommodate asymmetric data. We introduce parsimony by developing skew-t and sk…

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