Alexandr Katrutsa

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Publications

Citations

210

H-Index

Active since

2015

Affiliations

Skolkovo Institute of Science and Technology(Current)

Moscow Institute of Physics and Technology

Alexandr Katrutsa is an author at Skolkovo Institute of Science and Technology specializing in engineering, feature selection, and pattern recognition.

ORCID

Top concepts

EngineeringMachine LearningFeature SelectionPattern RecognitionStressData MiningData ScienceSoil ScienceBiostatisticsDeep Learning

Publications per year

2015–2023

Publications

Comprehensive study of feature selection methods to solve multicollinearity problem according to evaluation criteria

Alexandr Katrutsa, Vadim Strijov · Expert Systems with Applications · 2017 · 125 citations

Search Optimization, Engineering, Pattern Recognition +7

Black-box learning of multigrid parameters

Alexandr Katrutsa, Talgat Daulbaev, Ivan Oseledets · Journal of Computational and Applied Mathematics · 2019 · 30 citations

Model Optimization, Parameter Identification, Machine Learning +2

Machine learning methods for estimation the indicators of phosphogypsum influence in soil

Mariia Pukalchik, Alexandr Katrutsa, Ivan Oseledets · Journal of Soils and Sediments · 2019 · 16 citations

Soil Pedology, Biogeochemistry, Precision Agriculture +7

Dynamic Mode Decomposition and Deep Learning for Postharvest Decay Prediction in Apples

Nikita Stasenko, Alexandr Katrutsa, Andrey Somov · IEEE Transactions on Instrumentation and Measurement · 2023 · 14 citations

Deep Multigrid: learning prolongation and restriction matrices

Alexandr Katrutsa, Talgat Daulbaev, Ivan Oseledets · arXiv (Cornell University) · 2017 · 13 citations · Full text

Numerical Analysis, Model Optimization, Convolutional Neural Network +14

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