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Maria Rosário de Oliveira

2 papers hereh-index 5207 citations14 works total

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

author position
  • middle author2

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

fields
  • stat.ML2

identity via Semantic Scholar / OpenAlex

most citedTheoretical Evaluation of Feature Selection Methods based on Mutual Information

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

collaborators

2 papers

stat.ML2017★ 1 cited

Theoretical Foundations of Forward Feature Selection Methods based on Mutual Information

Francisco Macedo, M. Rosário Oliveira, António Pacheco +1

Feature selection problems arise in a variety of applications, such as microarray analysis, clinical prediction, text categorization, image classification and face recognition, mul…

stat.ML2016★ 1 cited

Theoretical Evaluation of Feature Selection Methods based on Mutual Information

Cláudia Pascoal, M. Rosário Oliveira, António Pacheco +1

Feature selection methods are usually evaluated by wrapping specific classifiers and datasets in the evaluation process, resulting very often in unfair comparisons between methods.…

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