Simulation of Patients Flow in Multiple Healthcare Units using Process and Data Mining Techniques for Model Identification. - Sergey V. Kovalchuk; Anastasia A. Funkner; Oleg G. Metsker; Aleksey N. Yakovlev (CoRR, 2017)

Holistic Modeling of Chronic Diseases for Recommendation Elaboration and Decision Making. - Marina A. Balakhontceva; Anastasia A. Funkner; Anna A. Semakova; Oleg G. Metsker; Nadezhda E. Zvartau; Alexey N. Yakovlev; Anna E. Lutsenko; Sergey V. Kovalchuk (CENTERIS/ProjMAN/HCist, 2018)

Towards management of complex modeling through a hybrid evolutionary identification. - Sergey V. Kovalchuk; Oleg G. Metsker; Anastasia A. Funkner; Ilia O. Kisliakovskii; Nikolay O. Nikitin; Anna V. Kalyuzhnaya; Danila A. Vaganov; Klavdiya O. Bochenina (GECCO (Companion), 2018)

Forecasting Purchase Categories with Transition Graphs Using Financial and Social Data. - Danila A. Vaganov; Anastasia A. Funkner; Sergey V. Kovalchuk; Valentina Y. Guleva; Klavdiya Bochenina (SocInfo (1), 2018)

A Conceptual Approach to Complex Model Management with Generalized Modelling Patterns and Evolutionary Identification. - Sergey V. Kovalchuk; Oleg G. Metsker; Anastasia A. Funkner; Ilia O. Kisliakovskii; Nikolay O. Nikitin; Anna V. Kalyuzhnaya; Danila A. Vaganov; Klavdiya O. Bochenina (Complex., 2018)

Simulation of patient flow in multiple healthcare units using process and data mining techniques for model identification. - Sergey V. Kovalchuk; Anastasia A. Funkner; Oleg G. Metsker; Aleksey N. Yakovlev (J. Biomed. Informatics, 2018)

Graph-Based Predictive Modelling of Chronic Disease Development: Type 2 DM Case Study. - Ilya V. Derevitskii; Anastasia A. Funkner; Oleg G. Metsker; Sergey V. Kovalchuk (pHealth, 2019)

Personalized Assistance for Patients with Chronic Diseases Through Multi-Level Distributed Healthcare Process Assessment. - Liubov Elkhovskaya; Maxim Kabyshev; Anastasia A. Funkner; Marina Balakhontceva; Vladimir Fonin; Sergey V. Kovalchuk (pHealth, 2019)

Time Expressions Identification Without Human-Labeled Corpus for Clinical Text Mining in Russian. - Anastasia A. Funkner; Sergey V. Kovalchuk (ICCS (4), 2020)

Towards Modeling of Information Processing Within Business-Processes of Service-Providing Organizations. - Sergey V. Kovalchuk; Anastasia A. Funkner; Ksenia Y. Balabaeva; Ilya V. Derevitskii; Vladimir V. Fonin; Nikita V. Bukhanov (ICCS (1), 2020)

Automated Spelling Correction for Clinical Text Mining in Russian. - Ksenia Balabaeva; Anastasia A. Funkner; Sergey V. Kovalchuk (MIE, 2020)

Negation Detection for Clinical Text Mining in Russian. - Anastasia A. Funkner; Ksenia Balabaeva; Sergey V. Kovalchuk (MIE, 2020)

Surrogate-assisted performance tuning of knowledge discovery algorithms: application to clinical pathway evolutionary modeling. - Anastasia A. Funkner; Aleksey N. Yakovlev; Sergey V. Kovalchuk (CoRR, 2020)

Extraction of Temporal Structures for Clinical Events in Unlabeled Free-Text Electronic Health Records in Russian. - Anastasia A. Funkner; Dmitrii A. Zhurman; Sergey V. Kovalchuk (EFMI-STC, 2021)

Automatic Extraction and Decryption of Abbreviations from Domain-Specific Texts. - Michil P. Egorov; Anastasia A. Funkner (pHealth, 2021)

An Unsupervised Approach to Structuring and Analyzing Repetitive Semantic Structures in Free Text of Electronic Medical Records. - Varvara Koshman; Anastasia A. Funkner; Sergey V. Kovalchuk (pHealth, 2021)

Citywide quality of health information system through text mining of electronic health records. - Anastasia A. Funkner; Michil P. Egorov; Sergey A. Fokin; Gennady M. Orlov; Sergey V. Kovalchuk (Appl. Netw. Sci., 2021)

Surrogate-assisted performance prediction for data-driven knowledge discovery algorithms: Application to evolutionary modeling of clinical pathways. - Anastasia A. Funkner; Aleksey N. Yakovlev; Sergey V. Kovalchuk (J. Comput. Sci., 2022)

RuMedSpellchecker: Correcting Spelling Errors for Natural Russian Language in Electronic Health Records Using Machine Learning Techniques. - Dmitrii Pogrebnoi; Anastasia A. Funkner; Sergey V. Kovalchuk (ICCS (3), 2023)

RuMedSpellchecker: A new approach for advanced spelling error correction in Russian electronic health records. - Dmitrii Pogrebnoi; Anastasia A. Funkner; Sergey V. Kovalchuk (J. Comput. Sci., 2024)