Towards" all-inclusive" Data Preparation to ensure Data Quality

V Restat - arxiv preprint arxiv:2308.14617, 2023 - arxiv.org
Data preparation, especially data cleaning, is very important to ensure data quality and to
improve the output of automated decision systems. Since there is no single tool that covers …

Towards Evolution Capabilities in Data Pipelines

K Kramer - arxiv preprint arxiv:2308.14591, 2023 - arxiv.org
Evolutionary change over time in the context of data pipelines is certain, especially with
regard to the structure and semantics of data as well as to the pipeline operators. Dealing …

[PDF][PDF] A Review on Data Terminology in Visual Analytics Tools.

J Schmidt, M Vuckovic - VISIGRAPP (1): GRAPP, HUCAPP, IVAPP, 2024 - scitepress.org
Recent advances in visualization research and related technologies gave rise to several
Visual Analytics tools capable of supporting many aspects of a typical data analytics …