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researcher

R. Urbanowicz

15 papers hereh-index 255k citations101 works total

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

author position
  • first author5
  • middle author3
  • last author6

Across the 14 of 15 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • cs.NE6
  • cs.AI1
  • cs.DS1

identity via Semantic Scholar / OpenAlex

activity
20162024
most citedEvaluation of a Tree-based Pipeline Optimization Tool for Automating Data Science

32 citations · 87 across the 13 of their papers we have counts for

collaborators
Showing 2022 · cs.LGShow all

1 paper · 2 filters

cs.LG2022★ 2 cited

STREAMLINE: A Simple, Transparent, End-To-End Automated Machine Learning Pipeline Facilitating Data Analysis and Algorithm Comparison

Ryan J. Urbanowicz, Robert Zhang, Yuhan Cui +1

Machine learning (ML) offers powerful methods for detecting and modeling associations often in data with large feature spaces and complex associations. Many useful tools/packages (…

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