Aleksey N. Yakovlev

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 6

Top Topics

Data Mining Techniques

Acute Coronary Syndrome

Knowledge Discovery

Modeling Method

Top Venues

J. Comput. Sci.

J. Biomed. Informatics

Publications

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)
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)
Tesfamariam M. Abuhay, Oleg G. Metsker, Aleksey N. Yakovlev, Sergey V. Kovalchuk
Constructing Holistic Patient Flow Simulation Using System Approach. ICCS (4) (2020)
Tesfamariam M. Abuhay, Yemisrach G. Nigatie, Oleg G. Metsker, Aleksey N. Yakovlev, Sergey V. Kovalchuk
Investigating Coordination of Hospital Departments in Delivering Healthcare for Acute Coronary Syndrome Patients Using Data-Driven Network Analysis. ICCS (4) (2020)
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, 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)