Andrei V. Konstantinov

Statistics

Publications

Citations

215

H-Index

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 engineering, machine learning, and data science.

ORCID

Top concepts

EngineeringMachine LearningData ScienceComputer SciencePattern RecognitionData MiningMedicineStatisticsDeep LearningImage Analysis

Publications per year

1968–2022

Publications

Attention-based random forest and contamination model

Lev V. Utkin, Andrei V. Konstantinov · Neural Networks · 2022 · 38 citations

Engineering, Machine Learning, Data Science +9

Time‐resolved generation of a membrane potential by ba3 cytochrome c oxidase from Thermus thermophilus

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

Ensembles of Random SHAPs

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

Local Explanation, Engineering, Machine Learning +16

Counterfactual Explanation of Machine Learning Survival Models

Maxim S. Kovalev, Lev V. Utkin, Frank P. A. Coolen et al. · Informatica · 2021 · 21 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

Multi-attention multiple instance learning

Andrei V. Konstantinov, Lev V. Utkin · Neural Computing and Applications · 2022 · 16 citations

Instance-based Learning, Multiple Instance Learning, Machine Vision +9

1–5 of 12