Polina Pilyugina
Title
Cited by
Cited by
Year
Topological data analysis for portfolio management of cryptocurrencies
R Rivera-Castro, P Pilyugina, E Burnaev
2019 International Conference on Data Mining Workshops (ICDMW), 238-243, 2019
42019
Topological data analysis of time series data for B2B customer relationship management
R Rivera-Castro, P Pilyugina, A Pletnev, I Maksimov, W Wyz, E Burnaev
arXiv preprint arXiv:1906.03956, 2019
42019
Topology-Based clusterwise regression for user segmentation and demand forecasting
R Rivera-Castro, A Pletnev, P Pilyugina, G Diaz, I Nazarov, W Zhu, ...
2019 IEEE International Conference on Data Science and Advanced Analytics …, 2019
32019
TOTOPO: Classifying univariate and multivariate time series with Topological Data Analysis
P Pilyugina, R Rivera-Castro, E Burnaev
arXiv preprint arXiv:2010.05056, 2020
2020
DeepFolio: Convolutional Neural Networks for Portfolios with Limit Order Book Data
A Sangadiev, R Rivera-Castro, K Stepanov, A Poddubny, K Bubenchikov, ...
arXiv preprint arXiv:2008.12152, 2020
2020
Topologically-based Variational Autoencoder for Time Series Classification
R Rivera-Castro, S Moustafa, P Pilyugina, E Burnaev
Quantum state Tomography
A Bozhedarov, A Talitsky, N Shvetsov, P Pilyugina, A Vlasov
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