Nikita Kozodoi

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 9

Top Topics

Top Venues

MIDAS@PKDD/ECML

Decis. Support Syst.

Publications

Nikita Kozodoi, Elizaveta Zinovyeva, Simon Valentin, João Pereira, Rodrigo Agundez
Probabilistic Demand Forecasting with Graph Neural Networks. CoRR (2024)
Nikita Kozodoi, Stefan Lessmann, Morteza Alamgir, Luís Moreira-Matias, Konstantinos Papakonstantinou
Fighting Sampling Bias: A Framework for Training and Evaluating Credit Scoring Models. CoRR (2024)
Nikita Kozodoi, Johannes Jacob, Stefan Lessmann
Fairness in credit scoring: Assessment, implementation and profit implications. Eur. J. Oper. Res. 297 (3) (2022)
Nikita Kozodoi, Johannes Jacob, Stefan Lessmann
Fairness in Credit Scoring: Assessment, Implementation and Profit Implications. CoRR (2021)
Nikita Kozodoi, Stefan Lessmann
Multi-objective Particle Swarm Optimization for Feature Selection in Credit Scoring. MIDAS@PKDD/ECML (2020)
Nikita Kozodoi, Panagiotis Katsas, Stefan Lessmann, Luís Moreira-Matias, Konstantinos Papakonstantinou
Shallow Self-learning for Reject Inference in Credit Scoring. ECML/PKDD (3) (2019)
Nikita Kozodoi, Panagiotis Katsas, Stefan Lessmann, Luís Moreira-Matias, Konstantinos Papakonstantinou
Shallow Self-Learning for Reject Inference in Credit Scoring. CoRR (2019)
Nikita Kozodoi, Stefan Lessmann, Konstantinos Papakonstantinou, Yiannis Gatsoulis, Bart Baesens
A multi-objective approach for profit-driven feature selection in credit scoring. Decis. Support Syst. 120 (2019)
Nikita Kozodoi, Stefan Lessmann, Bart Baesens, Konstantinos Papakonstantinou
Profit-Oriented Feature Selection in Credit Scoring Applications. OR (2018)