Deterministic Sampling Classifier with weighted Bagging for drifted imbalanced data stream classification

Klikowski, Jakub and Woźniak, Michał

Applied Soft Computing, 2022
W ramach projektu IDSTREAM

Concept drift detector based on centroid distance analysis

Klikowski, Jakub

2022 International Joint Conference on Neural Networks (IJCNN), 2022
W ramach projektu IDSTREAM

Clustering and Weighted Scoring Algorithm Based on Estimating the Number of Clusters

Klikowski, Jakub and Burduk, Robert

Lecture Notes in Computer Science, 2021
W ramach projektu GEOM

Hellinger Distance Weighted Ensemble for imbalanced data stream classification

Grzyb, Joanna and Klikowski, Jakub and Woźniak, Michał

Journal of Computational Science, 2021
W ramach projektu IDSTREAM

Distance Metrics in Clustering and Weighted Scoring Algorithm

Klikowski, Jakub and Burduk, Robert

Lecture Notes in Networks and Systems, 2021
W ramach projektu GEOM

Imbalanced Data Stream Classification Using Hybrid Data Preprocessing

Bobowska, Barbara and Klikowski, Jakub and Woźniak, Michał

Communications in Computer and Information Science, 2020
W ramach projektu IDSTREAM

Employing One-Class SVM Classifier Ensemble for Imbalanced Data Stream Classification

Klikowski, Jakub and Woźniak, Michał

Computational Science – ICCS 2020, 2020
W ramach projektu IDSTREAM

Multi Sampling Random Subspace Ensemble for Imbalanced Data Stream Classification

Klikowski, Jakub and Woźniak, Michał

Progress in Computer Recognition Systems, 2019
W ramach projektu IDSTREAM

A Genetic-Based Ensemble Learning Applied to Imbalanced Data Classification

Klikowski, Jakub and Ksieniewicz, Paweł and Woźniak, Michał

Lecture Notes in Computer Science, 2019
W ramach projektu IDSTREAM