Generic Ensemble-Based Representation of Global Cardiovascular Dynamics for Personalized Treatment Discovery and Optimization. - Olga V. Senyukova; Valeriy Gavrishchaka; Maria Sasonko; Yuri Gurfinkel; Svetlana Gorokhova; Nikolay Antsygin (ICCCI (1), 2016)

Multi-expert evolving system for objective psychophysiological monitoring and fast discovery of effective personalized therapies. - Olga V. Senyukova; Valeriy Gavrishchaka; Ksenia Tulnova (EAIS, 2017)

Topological Representation of Rare States Using Combination of Persistent Homology and Complexity Measures. - Rebecca Miao; Zhenyi Yang; Valeriy Gavrishchaka (ICICT, 2020)

Discovery of Hybrid Ensemble Models Resilient to Input Resolution Deterioration. - Zhenyi Yang; Rebecca Miao; Valeriy Gavrishchaka; Olga V. Senyukova (ICICT, 2021)

Discovery of early-alert indicators using hybrid ensemble learning and generative physics-based models. - Zhenyi Yang; Rebecca Miao; Marina Orlova; Ivan Nechepurenko; Valeriy Gavrishchaka (ICICT, 2022)