Konstantin L. Malanchev

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

Top Topics

Anomaly Detection

Anomalous Behavior

Symbolic Regression

Top Venues

Astron. Comput.

DAMDID/RCDL (Supplementary Proceedings)

DAMDID/RCDL (Selected Papers)

Publications

Etienne Russeil, Fabrício Olivetti de França, Konstantin L. Malanchev, Bogdan Burlacu, Emille E. O. Ishida, Marion Leroux, Clément Michelin, Guillaume Moinard, Emmanuel Gangler
Multi-View Symbolic Regression. CoRR (2024)
Etienne Russeil, Fabrício Olivetti de França, Konstantin L. Malanchev, Bogdan Burlacu, Emille E. O. Ishida, Marion Leroux, Clément Michelin, Guillaume Moinard, Emmanuel Gangler
Multiview Symbolic Regression. GECCO (2024)
Mariia Demianenko, Ekaterina Samorodova, Mikhail Sysak, Aleksandr Shiriaev, Konstantin L. Malanchev, Denis Derkach, Mikhail Hushchyn
Supernova Light Curves Approximation based on Neural Network Models. CoRR (2022)
Mariia Demianenko, Konstantin L. Malanchev, Ekaterina Samorodova, Mikhail Sysak, Aleksandr Shiriaev, Denis Derkach, Mikhail Hushchyn
Toward an understanding of the properties of neural network approaches for supernovae light curve approximation. CoRR (2022)
Stanislav Dobryakov, Konstantin L. Malanchev, Denis Derkach, Mikhail Hushchyn
Photometric data-driven classification of Type Ia supernovae in the open Supernova Catalog. Astron. Comput. 35 (2021)
Stanislav Dobryakov, Konstantin L. Malanchev, Denis Derkach, Mikhail Hushchyn
Photometric Data-driven Classification of Type Ia Supernovae in the Open Supernova Catalog. CoRR (2020)
Kirill Naydenkin, Konstantin L. Malanchev, Maria V. Pruzhinskaya
Variable Star Classification with Help of Machine Learning Algorithms (short paper). DAMDID/RCDL (Supplementary Proceedings) (2020)
Matwey V. Kornilov, Konstantin L. Malanchev
Fips: An OpenGL based FITS viewer. Astron. Comput. 26 (2019)
Konstantin L. Malanchev, Alina A. Volnova, Matwey V. Kornilov, Maria V. Pruzhinskaya, Emille E. O. Ishida, Florian Mondon, Vladimir S. Korolev
Use of Machine Learning for Anomaly Detection Problem in Large Astronomical Databases. DAMDID/RCDL (2019)
Konstantin L. Malanchev, Vladimir S. Korolev, Matwey V. Kornilov, Emille E. O. Ishida, Anastasia Malancheva, Florian Mondon, Maria V. Pruzhinskaya, Sreevarsha Sreejith, Alina Volnova
Realization of Different Techniques for Anomaly Detection in Astronomical Databases. DAMDID/RCDL (Selected Papers) (2019)
Emille E. O. Ishida, Matwey V. Kornilov, Konstantin L. Malanchev, Maria V. Pruzhinskaya, Alina A. Volnova, Vladimir S. Korolev, Florian Mondon, Sreevarsha Sreejith, Anastasia Malancheva, Shubhomoy Das
Active Anomaly Detection for time-domain discoveries. CoRR (2019)