Valeriy Gavrishchaka

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 5

Top Topics

Discovery Process

Ensemble Learning

Topological Features

Complexity Measures

Top Venues

Publications

Zhenyi Yang, Rebecca Miao, Marina Orlova, Ivan Nechepurenko, Valeriy Gavrishchaka
Discovery of early-alert indicators using hybrid ensemble learning and generative physics-based models. ICICT (2022)
Zhenyi Yang, Rebecca Miao, Valeriy Gavrishchaka, Olga V. Senyukova
Discovery of Hybrid Ensemble Models Resilient to Input Resolution Deterioration. ICICT (2021)
Rebecca Miao, Zhenyi Yang, Valeriy Gavrishchaka
Topological Representation of Rare States Using Combination of Persistent Homology and Complexity Measures. ICICT (2020)
Olga V. Senyukova, Valeriy Gavrishchaka, Ksenia Tulnova
Multi-expert evolving system for objective psychophysiological monitoring and fast discovery of effective personalized therapies. EAIS (2017)
Olga V. Senyukova, Valeriy Gavrishchaka, Maria Sasonko, Yuri Gurfinkel, Svetlana Gorokhova, Nikolay Antsygin
Generic Ensemble-Based Representation of Global Cardiovascular Dynamics for Personalized Treatment Discovery and Optimization. ICCCI (1) (2016)