3 papers
cs.LG2024
Structuring the Processing Frameworks for Data Stream Evaluation and Application
Joanna Komorniczak, Paweł Ksieniewicz, Paweł 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.CL2024
Employing Sentence Space Embedding for Classification of Data Stream from Fake News Domain
Paweł 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.CL2024
WarCov -- Large multilabel and multimodal dataset from social platform
Weronika Borek-Marciniec, Pawel Zyblewski, Jakub Klikowski +1
In the classification tasks, from raw data acquisition to the curation of a dataset suitable for use in evaluating machine learning models, a series of steps - often associated wit…