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researcher

Anna V. Kaluzhnaya

15 papers hereh-index 10436 citations43 works total

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

author position
  • middle author4
  • last author11

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

fields
  • cs.LG5
  • cs.NE5
  • stat.ML2
  • cs.AI1
  • cs.OH1
  • physics.ao-ph1

identity via Semantic Scholar / OpenAlex

activity
20182025
most citedAutomated Evolutionary Approach for the Design of Composite Machine Learning Pipelines

80 citations · 183 across the 13 of their papers we have counts for

collaborators
Showing 2021 · cs.NEShow all

1 paper · 2 filters

cs.NE2021

Multi-Objective Evolutionary Design of Composite Data-Driven Models

Iana S. Polonskaia, Nikolay O. Nikitin, Ilia Revin +2

In this paper, a multi-objective approach for the design of composite data-driven mathematical models is proposed. It allows automating the identification of graph-based heterogene…

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