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Pavel Vychuzhanin

4 papers hereh-index 6147 citations9 works total

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

author position
  • first author1
  • middle author3

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.NE2

identity via Semantic Scholar / OpenAlex

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

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

collaborators
Showing cs.NEShow all

2 papers · 1 filter

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…

cs.NE2019★ 1 cited

REBEC: Robust Evolutionary-based Calibration Approach for the Numerical Wind Wave Model

Pavel Vychuzhanin, Nikolay O. Nikitin, Anna V. Kalyuzhnaya

The adaptation of numerical wind wave models to the local time-spatial conditions is a problem that can be solved by using various calibration techniques. However, the obtained set…

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