Ireneusz Czarnowski

Cluster-based instance selection for machine classification

Ireneusz Czarnowski · Knowledge and Information Systems · 2011 · 70 citations · Full text

Artificial Intelligence, Multiple Instance Learning, Engineering +16

Weighted Ensemble with one-class Classification and Over-sampling and Instance selection (WECOI): An approach for learning from imbalanced data streams

Ireneusz Czarnowski · Journal of Computational Science · 2022 · 54 citations · Full text

Engineering, Machine Learning, Text Mining +20

JADE-Based A-Team as a Tool for Implementing Population-Based Algorithms

Dariusz Barbucha, Ireneusz Czarnowski, Piotr Jędrzejowicz et al. · 2006 · 31 citations

Artificial Intelligence, Engineering, Intelligent Systems +17

An Approach to Data Reduction for Learning from Big Datasets: Integrating Stacking, Rotation, and Agent Population Learning Techniques

Ireneusz Czarnowski, Piotr Jędrzejowicz · Complexity · 2018 · 25 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

DBSCAN algorithm for AIS data reconstruction

Marta Mieczyńska, Ireneusz Czarnowski · Procedia Computer Science · 2021 · 24 citations · Full text