Concepedia

Andrei V. Konstantinov

AV

Statistics

Publications

13

Citations

234

H-Index

11

Active since

1968

Affiliations

Peter the Great St. Petersburg Polytechnic University(Current)

Andrei V. Konstantinov is an author at Peter the Great St. Petersburg Polytechnic University specializing in computer science, computing, and machine learning.

ORCID

Publications per year

1968–2023

13

Publications

13

Attention-based random forest and contamination model

Lev V. Utkin, Andrei V. Konstantinov · Neural Networks · 2022 · 43 citations

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Time‐resolved generation of a membrane potential by <i>ba</i><sub>3</sub> cytochrome <i>c</i> oxidase from <i>Thermus thermophilus</i>

S. Siletskiy, Tewfik Soulimane, N. V. Azarkina et al. · FEBS Letters · 1999 · 29 citations

, , +17

Counterfactual Explanation of Machine Learning Survival Models

Maxim S. Kovalev, Lev V. Utkin, Frank P. A. Coolen et al. · Informatica · 2021 · 22 citations · Full text

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Ensembles of Random SHAPs

Lev V. Utkin, Andrei V. Konstantinov · Algorithms · 2022 · 22 citations · Full text

, , +15

Improved Anomaly Detection by Using the Attention-Based Isolation Forest

Lev V. Utkin, Andrey Ageev, Andrei V. Konstantinov et al. · Algorithms · 2022 · 17 citations · Full text

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