Jakub Klikowski

According to our database, Jakub Klikowski authored at least 11 papers between 2018 and 2023.

Collaborative distances:

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

2023

Analysis of Extractive Text Summarization Methods as a Binary Classification Problem.

Joanna Komorniczak, Szymon Wojciechowski, Jakub Klikowski, Rafal Kozik, Michal Choras

Proceedings of the International Joint Conference 16th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2023) 14th International Conference on EUropean Transnational Education (ICEUTE 2023), 2023

2022

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

Jakub Klikowski, Michal Wozniak

Appl. Soft Comput., 2022

Concept drift detector based on centroid distance analysis.

Jakub Klikowski

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

Hellinger Distance Weighted Ensemble for imbalanced data stream classification.

Joanna Grzyb, Jakub Klikowski, Michal Wozniak

J. Comput. Sci., 2021

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

Jakub Klikowski, Robert Burduk

Proceedings of the Computational Science - ICCS 2021, 2021

Distance Metrics in Clustering and Weighted Scoring Algorithm.

Jakub Klikowski, Robert Burduk

Proceedings of the Progress in Image Processing, Pattern Recognition and Communication Systems, 2021

2020

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

Jakub Klikowski, Michal Wozniak

Proceedings of the Computational Science - ICCS 2020, 2020

2019

Imbalanced Data Stream Classification Using Hybrid Data Preprocessing.

Barbara Bobowska, Jakub Klikowski, Michal Wozniak

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

A Genetic-Based Ensemble Learning Applied to Imbalanced Data Classification.

Jakub Klikowski, Pawel Ksieniewicz, Michal Wozniak

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2019, 2019

Multi Sampling Random Subspace Ensemble for Imbalanced Data Stream Classification.

Jakub Klikowski, Michal Wozniak

Proceedings of the Progress in Computer Recognition Systems, 2019

2018

Chess Problem: CSA Algorithm Based on Simulated Annealing and Experimentation System.

Jakub Klikowski, Lukasz Karnicki, Martyna Poslednik, Leszek Koszalka, Iwona Pozniak-Koszalka, Andrzej Kasprzak

Proceedings of the Computational Collective Intelligence - 10th International Conference, 2018