Joanna Grzyb

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 6

Top Topics

Ensemble Methods

Solving Multi Objective Optimization Problems

Imbalanced Data

Decision Tree Algorithm

Top Venues

J. Comput. Sci.

Publications

Joanna Grzyb, Michal Wozniak
DE-Forest - Optimized Decision Tree Ensemble. ICCCI (2023)
Joanna Grzyb, Michal Wozniak
MOOforest - Multi-objective Optimization to Form Decision Tree Ensemble. PCC (2) (2023)
Joanna Grzyb, Michal Wozniak
SVM ensemble training for imbalanced data classification using multi-objective optimization techniques. Appl. Intell. 53 (12) (2023)
Joanna Grzyb, Jakub Klikowski, Michal Wozniak
Hellinger Distance Weighted Ensemble for Imbalanced Data Stream Classification. CoRR (2021)
Joanna Grzyb, Jakub Klikowski, Michal Wozniak
Hellinger Distance Weighted Ensemble for imbalanced data stream classification. J. Comput. Sci. 51 (2021)
Joanna Grzyb, Mariusz Topolski, Michal Wozniak
Application of Multi-objective Optimization to Feature Selection for a Difficult Data Classification Task. ICCS (3) (2021)