Joanna Komorniczak

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 18

Top Topics

Probability Estimation

Binary Classification

Class Imbalance

Top Venues

Publications

Joanna Komorniczak, Pawel Ksieniewicz
. Neurocomputing 566 (2024)
Joanna Komorniczak, Pawel Ksieniewicz
Unsupervised Concept Drift Detection based on Parallel Activations of Neural Network. CoRR (2024)
Joanna Komorniczak, Pawel Ksieniewicz
Taking Class Imbalance Into Account in Open Set Recognition Evaluation. CoRR (2024)
Gracjan Katek, Marta Gackowska, Joanna Komorniczak, Pawel Ksieniewicz, Rafal Kozik, Marek Pawlicki, Michal Choras
Involving Society to Protect Society from Fake News and Disinformation: Crowdsourced Datasets and Text Reliability Assessment. ACIIDS (2) (2024)
Joanna Komorniczak, Pawel Ksieniewicz
Distance profile layer for binary classification and density estimation. Neurocomputing 579 (2024)
Joanna Komorniczak, Pawel Ksieniewicz, Michal Wozniak
Analysis of the Possibility to Employ Relationship Between the Problem Complexity and the Classification Quality as Model Optimization Proxy. CORES/IP&C (2023)
Joanna Komorniczak, Pawel Ksieniewicz
library for supervised learning problem complexity assessment. Neurocomputing 521 (2023)
Joanna Komorniczak, Szymon Wojciechowski, Jakub Klikowski, Rafal Kozik, Michal Choras
Analysis of Extractive Text Summarization Methods as a Binary Classification Problem. CISIS-ICEUTE (2023)
Joanna Komorniczak, Pawel Ksieniewicz
torchosr - a PyTorch extension package for Open Set Recognition models evaluation in Python. CoRR (2023)
Rafal Kozik, Joanna Komorniczak, Pawel Ksieniewicz, Aleksandra Pawlicka, Marek Pawlicki, Michal Choras
SWAROG Project Approach to Fake News Detection Problem. CISIS-ICEUTE (2023)
Joanna Komorniczak, Pawel Ksieniewicz
Complexity-based drift detection for nonstationary data streams. Neurocomputing 552 (2023)
Karol Wojtachnia, Joanna Komorniczak, Pawel Ksieniewicz
Incremental Extreme Learning Machine for Binary Data Stream Classification. CORES/IP&C (2023)
Joanna Komorniczak, Pawel Ksieniewicz
problexity - an open-source Python library for binary classification problem complexity assessment. CoRR (2022)
Joanna Komorniczak, Pawel Ksieniewicz, Michal Wozniak
Data complexity and classification accuracy correlation in oversampling algorithms. LIDTA (2022)
Joanna Komorniczak, Pawel Ksieniewicz
Data stream generation through real concept's interpolation. ESANN (2022)
Joanna Komorniczak, Pawel Zyblewski, Pawel Ksieniewicz
Statistical Drift Detection Ensemble for batch processing of data streams. Knowl. Based Syst. 252 (2022)
Joanna Komorniczak, Pawel Zyblewski, Pawel Ksieniewicz
Imbalanced Data Stream Classification Assisted by Prior Probability Estimation. IJCNN (2022)
Joanna Komorniczak, Pawel Zyblewski, Pawel Ksieniewicz
Prior Probability Estimation in Dynamically Imbalanced Data Streams. IJCNN (2021)