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Humboldt-Universität zu Berlin -

Nikita Kozodoi, M. Sc.

 

Telephone: +49 30 2093-5662

Email: nikita.kozodoi[at]hu-berlin.de

Office hours: by appointment

Room: SPA1, 335

 

Short-Bio

Nikita Kozodoi holds a M.Sc. degree in Economics and Management Science from the Humboldt University in Berin. Since April 2018, he works as a researcher at the Chair of Information Systems of the Business and Economics department. As part of his master’s thesis, he investigated the predictive performance of simple managerial heuristics compared to machine learning methods in the area of box office forecasting. In the course of his Ph.D., he researches applications for machine learning in credit risk analytics.

 

Research Interests

Nikita Kozodoi is particularly interested in the application of machine learning algorithms to the field of credit scoring. His work focuses on such topics as value-oriented feature selection and modeling, reject inference methods and concept drift.

• Credit risk analytics

• Feature selection

• Cost-sensitive learning

• Semi-supervised learning

• Ensemble models

 

 

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