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researcher

W. Rudnicki

6 papers hereh-index 176.8k citations98 works total

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

author position
  • last author6

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.AI3
  • cs.LG1
  • q-bio.GN1
  • stat.ML1
same name
  • W. Rudnicki — 5 papers, h 3

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
20112020
most citedThe All Relevant Feature Selection using Random Forest

46 citations · 51 across the 6 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

q-bio.GN2020

Analysis of ensemble feature selection for correlated high-dimensional RNA-Seq cancer data

Aneta Polewko-Klim, Witold R. Rudnicki

Discovery of diagnostic and prognostic molecular markers is important and actively pursued the research field in cancer research. For complex diseases, this process is often perfor…

cs.LG2020★ 1 cited

Bootstrap Bias Corrected Cross Validation applied to Super Learning

Krzysztof Mnich, Agnieszka Kitlas Golińska, Aneta Polewko-Klim +1

Super learner algorithm can be applied to combine results of multiple base learners to improve quality of predictions. The default method for verification of super learner results…

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