Oleg V. Senko

Publication Activity (10 Years)

Years Active: 1998-2022
Publications (10 Years): 4

Top Topics

Gradient Boosting

Machine Learning Methods

Top Venues

DAMDID/RCDL (Supplementary Proceedings)

Autom. Remote. Control.

Publications

Nikolay Korolev, Oleg V. Senko
Method for Improving Gradient Boosting Learning Efficiency Based on Modified Loss Functions. Autom. Remote. Control. 83 (12) (2022)
Yuriy I. Zhuravlev, Alexander Dokukin, Oleg V. Senko, Dmitry Stefanovsky, Ivan Saenko, Nikolay Korolev
Comparison of Two Approaches to Recommender Systems with Anonymous Purchase Data (short paper). DAMDID/RCDL (Supplementary Proceedings) (2020)
Victor A. Dudarev, Nadezhda N. Kiselyova, Andrey V. Stolyarenko, Alexander Dokukin, Oleg V. Senko, Vladimir V. Ryazanov, Elena A. Vashchenko, Mikhail A. Vitushko, Vyacheslav S. Pereverzev-Orlov
An Information System for Inorganic Substances Physical Properties Prediction Based on Machine Learning Methods. DAMDID/RCDL (Supplementary Proceedings) (2020)
Yuriy I. Zhuravlev, Alexander Dokukin, Oleg V. Senko, Dmitry Stefanovskiy
Use of Clusterization Technique to Highlight Groups of Related Goods by Digital Traces in Retail Trade. ACIT (2019)
Oleg V. Senko, Dmitry S. Dzyba, Ekaterina A. Pigarova, Liudmila Ya. Rozhinskaya, Anna V. Kuznetsova
A Method for Evaluating Validity of Piecewise-linear Models. KDIR (2014)
Oleg V. Senko, Alexander Dokukin
Multiple Regression Method Based on Unexpandable and Irreducible Convex Combinations. MLDM (2014)
Oleg V. Senko, Anna V. Kuznetsova
Methods for Discovering and Analysis of Regularities Systems - Approach based on Optimal Partitioning of Explanatory Variables Space. KDIR (2011)
Oleg V. Senko, Anna V. Kuznetsova
Pattern Recognition Method Using Ensembles of Regularities Found by Optimal Partitioning. ICPR (2010)
Vladimir V. Riazanov, Oleg V. Senko, Yurii I. Zhuravlev
Mathematical methods for pattern recognition: logic, optimization, algebraic approaches. ICPR (1998)