Ksenia Balabaeva

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 12

Top Topics

Bayesian Inference

Additive Models

Clinical Practice

Top Venues

Publications

Dmitry Ivanov, Iskander Safiulin, Igor Filippov, Ksenia Balabaeva
Optimal-er Auctions through Attention. NeurIPS (2022)
Ksenia Balabaeva, Sergey V. Kovalchuk
Neural Additive Models for Explainable Heart Attack Prediction. ICCS (3) (2022)
Dmitry Ivanov, Iskander Safiulin, Ksenia Balabaeva, Igor Filippov
Optimal-er Auctions through Attention. CoRR (2022)
Alexander Kanonirov, Ksenia Balabaeva, Sergey V. Kovalchuk
Statistical Inference for Clustering Results Interpretation in Clinical Practice. pHealth (2021)
Ksenia Balabaeva, Sergey V. Kovalchuk
Clustering Results Interpretation of Continuous Variables Using Bayesian Inference. MIE (2021)
Ksenia Balabaeva, Sergey V. Kovalchuk
Comparison of Efficiency, Stability and Interpretability of Feature Selection Methods for Multiclassification Task on Medical Tabular Data. ICCS (3) (2021)
Anastasia A. Funkner, Ksenia Balabaeva, Sergey V. Kovalchuk
Negation Detection for Clinical Text Mining in Russian. MIE (2020)
Ksenia Balabaeva, Sergey V. Kovalchuk
Experiencer Detection and Automated Extraction of a Family Disease Tree from Medical Texts in Russian Language. ICCS (4) (2020)
Ksenia Balabaeva, Anastasia A. Funkner, Sergey V. Kovalchuk
Automated Spelling Correction for Clinical Text Mining in Russian. MIE (2020)
Ksenia Balabaeva, Anastasia A. Funkner, Sergey V. Kovalchuk
Automated Spelling Correction for Clinical Text Mining in Russian. CoRR (2020)
Anastasia A. Funkner, Ksenia Balabaeva, Sergey V. Kovalchuk
Negation Detection for Clinical Text Mining in Russian. CoRR (2020)
Ksenia Balabaeva, Sergey V. Kovalchuk, Oleg G. Metsker
Dynamic Features Impact on the Quality of Chronic Heart Failure Predictive Modelling. pHealth (2019)