Nikita Kozodoi

According to our database, Nikita Kozodoi authored at least 8 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Fighting Sampling Bias: A Framework for Training and Evaluating Credit Scoring Models.

Nikita Kozodoi, Stefan Lessmann, Morteza Alamgir, Luís Moreira-Matias, Konstantinos Papakonstantinou

CoRR, 2024

Probabilistic Demand Forecasting with Graph Neural Networks.

Nikita Kozodoi, Elizaveta Zinovyeva, Simon Valentin, João Pereira, Rodrigo Agundez

CoRR, 2024

2022

Machine Learning for Credit Risk Analytics

Nikita Kozodoi

PhD thesis, 2022

Fairness in credit scoring: Assessment, implementation and profit implications.

Nikita Kozodoi, Johannes Jacob, Stefan Lessmann

Eur. J. Oper. Res., 2022

2020

Multi-objective Particle Swarm Optimization for Feature Selection in Credit Scoring.

Nikita Kozodoi, Stefan Lessmann

Proceedings of the Mining Data for Financial Applications - 5th ECML PKDD Workshop, 2020

2019

A multi-objective approach for profit-driven feature selection in credit scoring.

Nikita Kozodoi, Stefan Lessmann, Konstantinos Papakonstantinou, Yiannis Gatsoulis, Bart Baesens

Decis. Support Syst., 2019

Shallow Self-learning for Reject Inference in Credit Scoring.

Nikita Kozodoi, Panagiotis Katsas, Stefan Lessmann, Luís Moreira-Matias, Konstantinos Papakonstantinou

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

2018

Profit-Oriented Feature Selection in Credit Scoring Applications.

Nikita Kozodoi, Stefan Lessmann, Bart Baesens, Konstantinos Papakonstantinou

Proceedings of the Operations Research Proceedings 2018, 2018