Gregory Krasnozhenov
- Expert:Faculty of Computer Science / AI and Digital Science Institute / Laboratory of Methods for Big Data Analysis
- Gregory Krasnozhenov has been at HSE University since 2014.
Education and Degrees
- 2003
Candidate of Sciences* (PhD) in Mathematical modeling, computational methods and software systems
Tver State University
Thesis Title: Optimal control theory methods applied to extreme geometry problems - 1996
M.S. in Mathematics
Lomonosov Moscow State University, Faculty of Mechanics and Mathematics
According to the International Standard Classification of Education (ISCED) 2011, Candidate of Sciences belongs to ISCED level 8 - "doctoral or equivalent", together with PhD, DPhil, D.Lit, D.Sc, LL.D, Doctorate or similar. Candidate of Sciences allows its holders to reach the level of the Associate Professor.
The main area of research
Data mining of the Complex systems. Time series, network theory, multidimensional sample representations, distances and geometry on stochastic space are used. This leads to an understanding of the rules of morphing, internal structure and reactions to incoming data. As representatives of Complex systems, I used data of arbitrary courts and public procurement data.
Research grants
Russian Foundation for Basic Research grant:
- 2020 - research project No. 20-011-00832 «Analysis of the judicial practice uniformity functioning by evaluating the measure of similarity of representations built on samples of the proceedings' measurable characteristics»
Grants of the HSE Center for Fundamental Studies:
- 2020 - research project «Development and application of methods for classifying and interpreting dynamic and object changes in the functioning characteristics of commercial proceedings»;
- 2019 - research project «Pattern analysis of the judicial practice measur ements distributions»;
- 2018 - research project «Development of methodology and applied toolkit for assessment of uniformity of court practice (on the basis of analysis methods of Big Data)».
Projects
Successfully completed 13 public contracts for analytical work in various fields. Of these, 3 contracts - as a Lead, 4 - as a Chief Expert.
In particular, among other projects - the analysis of public procurement Big Data for Gazprom[1]. Analysis and forecasting of the volume and composition of procurement using Pattern analysis. Special cases and hidden connections identification using Data Mining. Incomplete and noisy Data, samples extremely varied in size. I developed a general mathematical model and forecasting methods. Managed the creation of the database structure, data preparation and programming of special algorithms (MySQL extensions).
Employment history
2014 - present. Russian National Research University «Higher School of Economics». Chief Expert of the Institute of legal researches.
2012 - 2013. Moscow Institute of Physics and Technology (State University). Head of 3D visualization and analytics.
2012 - 2014. TimTech CJSC, Moscow. Head of the Department of 3D Modeling and Software 3D Visualization.
2010 - 2012. LLC "RosTelecom". Head of the methodology department of the Procurement Directorate.
2007 - 2009. ZAO Sukhoi Civil Aircraft. Head of business applications department, Department of enterprise management information systems.
Responsibilities
Participation in the scientific guidance and methodological aspects of a fundamental and applied nature of research.
Participation in research as a chief expert.
Formation of new promising areas of research, participation in the development of research programs.
Organization and coordination of activities of team members and co-executors.
Expertise of research and developmen; summarizing, analyzing and verifying the results obtained.