Jakub Klikowski

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 14

Top Topics

Random Subspace

Ensemble Learning

Data Stream Classification

Imbalanced Data

Top Venues

Publications

Pawel Zyblewski, Jakub Klikowski, Weronika Borek-Marciniec, Pawel Ksieniewicz
Employing Sentence Space Embedding for Classification of Data Stream from Fake News Domain. CoRR (2024)
Weronika Borek-Marciniec, Pawel Zyblewski, Jakub Klikowski, Pawel Ksieniewicz
WarCov - Large multilabel and multimodal dataset from social platform. CoRR (2024)
Joanna Komorniczak, Szymon Wojciechowski, Jakub Klikowski, Rafal Kozik, Michal Choras
Analysis of Extractive Text Summarization Methods as a Binary Classification Problem. CISIS-ICEUTE (2023)
Jakub Klikowski
Concept drift detector based on centroid distance analysis. IJCNN (2022)
Jakub Klikowski, Michal Wozniak
Deterministic Sampling Classifier with weighted Bagging for drifted imbalanced data stream classification. Appl. Soft Comput. 122 (2022)
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)
Jakub Klikowski, Robert Burduk
Distance Metrics in Clustering and Weighted Scoring Algorithm. CORES/IP&C/ACS (2021)
Jakub Klikowski, Robert Burduk
Clustering and Weighted Scoring Algorithm Based on Estimating the Number of Clusters. ICCS (3) (2021)
Jakub Klikowski, Michal Wozniak
Employing One-Class SVM Classifier Ensemble for Imbalanced Data Stream Classification. ICCS (4) (2020)
Barbara Bobowska, Jakub Klikowski, Michal Wozniak
Imbalanced Data Stream Classification Using Hybrid Data Preprocessing. PKDD/ECML Workshops (2) (2019)
Jakub Klikowski, Pawel Ksieniewicz, Michal Wozniak
A Genetic-Based Ensemble Learning Applied to Imbalanced Data Classification. IDEAL (2) (2019)
Jakub Klikowski, Michal Wozniak
Multi Sampling Random Subspace Ensemble for Imbalanced Data Stream Classification. CORES (2019)
Jakub Klikowski, Lukasz Karnicki, Martyna Poslednik, Leszek Koszalka, Iwona Pozniak-Koszalka, Andrzej Kasprzak
Chess Problem: CSA Algorithm Based on Simulated Annealing and Experimentation System. ICCCI (2) (2018)