You're currently viewing an old version of this dataset. To see the current version, click here.

Employing Hybrid AI Systems to Trace and Document Bias in ML Pipelines [Draft]

A hybrid AI system capable of identifying bias patterns in datasets used by predictive AI models. The proposed system captures knowledge about dataset characteristics and represents it as factual statements in a knowledge graph.

Data and Resources

This dataset has no data

Cite this as

Mayra Russo, Yashrajsinh Chudasama (2024). Dataset: Employing Hybrid AI Systems to Trace and Document Bias in ML Pipelines. https://doi.org/10.57702/giax2cyj

Private DOI This DOI is not yet resolvable.
It is available for use in manuscripts, and will be published when the Dataset is made public.

Additional Info

Field	Value
Created	July 16, 2024
Last update	July 16, 2024
License	cc-by: Creative Commons Attribution
Source	https://github.com/SDM-TIB/DocBiasKG/tree/main/DocBias_over_InterpretME
Defined In	https://doi.org/10.1109/access.2024.3427388
Link to ORKG	https://www.orkg.org/orkg/paper/R705632
Author	Mayra Russo
More Authors	Yashrajsinh Chudasama
Author Email	Mayra Russo
Maintainer	Yashrajsinh Chudasama
Maintainer Email	Yashrajsinh Chudasama
Language	English