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Ksenia Balabaeva

Observed names: Balabaeva Ksenia, K. Balabaeva, Ksenia Y. Balabaeva
Institution: ITMO University
Observed institutions: ITMO University, BIOCAD (Russia)
ORCID: 0000-0002-9138-0736
Observed ORCID: 0000-0002-9138-0736
OpenAlex ID: A5013086259
Comparison of Temporal and Non-Temporal Features Effect on Machine Learning Models Quality and Interpretability for Chronic Heart Failure Patients
2019 · Ksenia Balabaeva, Sergey Kovalchuk · Procedia Computer Science · 28
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Optimal-Er Auctions Through Attention
2022 · Dmitry Ivanov, Iskander Safiulin, et al. · neural information processing systems · 23
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Automated Spelling Correction for Clinical Text Mining in Russian
2020 · Balabaeva Ksenia, Funkner Anastasia, et al. · Studies in health technology and informatics · 13
Negation Detection for Clinical Text Mining in Russian
2020 · Funkner Anastasia, Balabaeva Ksenia, et al. · Studies in health technology and informatics · 12
An Overview and Comparison of XAI Methods for Object Detection in Computer Tomography
2022 · Kseniya Sahatova, Ksenia Balabaeva · Procedia Computer Science · 11
Post-hoc Interpretation of Clinical Pathways Clustering using Bayesian Inference
2020 · Ksenia Balabaeva, Sergey Kovalchuk · Procedia Computer Science · 10
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Neural Additive Models for Explainable Heart Attack Prediction
2022 · Ksenia Balabaeva, Sergey Kovalchuk · Lecture notes in computer science · 7
Optimal Wells Placement to Maximize the Field Coverage Using Derivative-Free Optimization
2020 · Ksenia Balabaeva, Liya Akmadieva, et al. · Procedia Computer Science · 7
Open and Extensible Benchmark for Explainable Artificial Intelligence Methods
2025 · Ilia Moiseev, Ksenia Balabaeva, et al. · Algorithms · 6
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Comparison of Efficiency, Stability and Interpretability of Feature Selection Methods for Multiclassification Task on Medical Tabular Data
2021 · Ksenia Balabaeva, Sergey Kovalchuk · Lecture notes in computer science · 5
Experiencer Detection and Automated Extraction of a Family Disease Tree from Medical Texts in Russian Language
2020 · Ksenia Balabaeva, Sergey Kovalchuk · Lecture notes in computer science · 3
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Towards Modeling of Information Processing Within Business-Processes of Service-Providing Organizations
2020 · Sergey V. Kovalchuk, Anastasia A. Funkner, et al. · Lecture notes in computer science · 3
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Detection of Pharmaceutical Personal Protective Equipment in Video Stream
2024 · Michael Leontiev, Danil Zhilikov, et al. · Studies in health technology and informatics · 1
Exploring the Relationship Between Error and Interpretation of the Segmentation Model's Prediction
2022 · Nikita Detkov, Ksenia Balabaeva, et al. · Procedia Computer Science · 1
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Statistical Inference for Clustering Results Interpretation in Clinical Practice
2021 · Alexander Kanonirov, Ksenia Balabaeva, et al. · Studies in health technology and informatics · 1
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Clustering Results Interpretation of Continuous Variables Using Bayesian Inference
2021 · Ksenia Balabaeva, Sergey Kovalchuk · Studies in health technology and informatics · 1
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Dynamic Features Impact on the Quality of Chronic Heart Failure Predictive Modelling
2019 · Balabaeva Ksenia, Kovalchuk Sergey, et al. · Studies in health technology and informatics · 1
Computational approach for data-driven mining of upstream value-added structures
2020 · N. Bukhanov, P. Trudkov, et al. · EAGE/AAPG Digital Subsurface for Asia Pacific Conference
Works count: 18
Citation count: 133
H-index: 7
I10-index: 6
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