3 papers
cs.CL2025
Employing Sentence Space Embedding for Classification of Data Stream from Fake News Domain
PaweÅ Zyblewski, Jakub Klikowski, Weronika Borek-Marciniec +1
Tabular data is considered the last unconquered castle of deep learning, yet the task of data stream classification is stated to be an equally important and demanding research area…
cs.LG2024
Structuring the Processing Frameworks for Data Stream Evaluation and Application
Joanna Komorniczak, PaweÅ Ksieniewicz, PaweÅ Zyblewski
The following work addresses the problem of frameworks for data stream processing that can be used to evaluate the solutions in an environment that resembles real-world application…
cs.LG2024
Unsupervised Concept Drift Detection based on Parallel Activations of Neural Network
Joanna Komorniczak, PaweÅ Ksieniewicz
Practical applications of artificial intelligence increasingly often have to deal with the streaming properties of real data, which, considering the time factor, are subject to phe…