Anastasia A. Funkner

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 22

Top Topics

Electronic Health Records

Semantic Structures

Spelling Correction

Top Venues

GECCO (Companion)

Publications

Dmitrii Pogrebnoi, Anastasia A. Funkner, Sergey V. Kovalchuk
RuMedSpellchecker: Correcting Spelling Errors for Natural Russian Language in Electronic Health Records Using Machine Learning Techniques. ICCS (3) (2023)
Anastasia A. Funkner, Aleksey N. Yakovlev, Sergey V. Kovalchuk
Surrogate-assisted performance prediction for data-driven knowledge discovery algorithms: Application to evolutionary modeling of clinical pathways. J. Comput. Sci. 59 (2022)
Michil Egorov, Anastasia A. Funkner
Automatic Extraction and Decryption of Abbreviations from Domain-Specific Texts. pHealth (2021)
Varvara Koshman, Anastasia A. Funkner, Sergey V. Kovalchuk
An Unsupervised Approach to Structuring and Analyzing Repetitive Semantic Structures in Free Text of Electronic Medical Records. pHealth (2021)
Anastasia A. Funkner, Dmitrii A. Zhurman, Sergey V. Kovalchuk
Extraction of Temporal Structures for Clinical Events in Unlabeled Free-Text Electronic Health Records in Russian. EFMI-STC (2021)
Anastasia A. Funkner, Michil P. Egorov, Sergey A. Fokin, Gennady M. Orlov, Sergey V. Kovalchuk
Citywide quality of health information system through text mining of electronic health records. Appl. Netw. Sci. 6 (1) (2021)
Anastasia A. Funkner, Sergey V. Kovalchuk
Time Expressions Identification Without Human-Labeled Corpus for Clinical Text Mining in Russian. ICCS (4) (2020)
Sergey V. Kovalchuk, Anastasia A. Funkner, Ksenia Y. Balabaeva, Ilya V. Derevitskii, Vladimir V. Fonin, Nikita V. Bukhanov
Towards Modeling of Information Processing Within Business-Processes of Service-Providing Organizations. ICCS (1) (2020)
Anastasia A. Funkner, Ksenia Balabaeva, Sergey V. Kovalchuk
Negation Detection 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. 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)
Anastasia A. Funkner, Aleksey N. Yakovlev, Sergey V. Kovalchuk
Surrogate-assisted performance tuning of knowledge discovery algorithms: application to clinical pathway evolutionary modeling. CoRR (2020)
Ilya V. Derevitskii, Anastasia A. Funkner, Oleg G. Metsker, Sergey V. Kovalchuk
Graph-Based Predictive Modelling of Chronic Disease Development: Type 2 DM Case Study. pHealth (2019)
Liubov Elkhovskaya, Maxim Kabyshev, Anastasia A. Funkner, Marina Balakhontceva, Vladimir Fonin, Sergey V. Kovalchuk
Personalized Assistance for Patients with Chronic Diseases Through Multi-Level Distributed Healthcare Process Assessment. pHealth (2019)
Sergey V. Kovalchuk, Anastasia A. Funkner, Oleg G. Metsker, Aleksey N. Yakovlev
Simulation of patient flow in multiple healthcare units using process and data mining techniques for model identification. J. Biomed. Informatics 82 (2018)
Sergey V. Kovalchuk, Oleg G. Metsker, Anastasia A. Funkner, Ilia O. Kisliakovskii, Nikolay O. Nikitin, Anna V. Kalyuzhnaya, Danila A. Vaganov, Klavdiya O. Bochenina
Towards management of complex modeling through a hybrid evolutionary identification. GECCO (Companion) (2018)
Sergey V. Kovalchuk, Oleg G. Metsker, Anastasia A. Funkner, Ilia O. Kisliakovskii, Nikolay O. Nikitin, Anna V. Kalyuzhnaya, Danila A. Vaganov, Klavdiya O. Bochenina
A Conceptual Approach to Complex Model Management with Generalized Modelling Patterns and Evolutionary Identification. CoRR (2018)
Sergey V. Kovalchuk, Oleg G. Metsker, Anastasia A. Funkner, Ilia O. Kisliakovskii, Nikolay O. Nikitin, Anna V. Kalyuzhnaya, Danila A. Vaganov, Klavdiya O. Bochenina
A Conceptual Approach to Complex Model Management with Generalized Modelling Patterns and Evolutionary Identification. Complex. 2018 (2018)
Marina A. Balakhontceva, Anastasia A. Funkner, Anna A. Semakova, Oleg G. Metsker, Nadezhda E. Zvartau, Alexey N. Yakovlev, Anna E. Lutsenko, Sergey V. Kovalchuk
Holistic Modeling of Chronic Diseases for Recommendation Elaboration and Decision Making. CENTERIS/ProjMAN/HCist (2018)
Danila A. Vaganov, Anastasia A. Funkner, Sergey V. Kovalchuk, Valentina Y. Guleva, Klavdiya Bochenina
Forecasting Purchase Categories with Transition Graphs Using Financial and Social Data. SocInfo (1) (2018)
Sergey V. Kovalchuk, Anastasia A. Funkner, Oleg G. Metsker, Aleksey N. Yakovlev
Simulation of Patients Flow in Multiple Healthcare Units using Process and Data Mining Techniques for Model Identification. CoRR (2017)