Fabian Hoitsma
Biographic Data
| ID | 9294359 |
|---|---|
| NAME | Fabian Hoitsma |
| GIVEN NAMES | Fabian |
| FAMILY NAME | Hoitsma |
| SIGNATURE | HOITSMA F |
| AFFILIATIONS | Tilburg University |
| VERIFIED | No |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 1 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2025 |
| LATEST PUBLICATION YEAR | 2025 |
| H-INDEX | 0 |
Mitigating implicit and explicit bias in structured data without sacrificing accuracy in pattern classification
Using biased data to train Artificial Intelligence (AI) algorithms will lead to biased decisions, discriminating against certain groups or individuals. Bias can be explicit (one or several protected features directly influence the decisions) or implicit (one or several protected features indirectly influence the decisions). Unsurprisingly, biased patterns are difficult to detect and mitigate. This paper investigates the extent to which explicit a…
No prominent works on this page.
Mitigating implicit and explicit bias in structured data without sacrificing accuracy in pattern classification
Using biased data to train Artificial Intelligence (AI) algorithms will lead to biased decisions, discriminating against certain groups or individuals. Bias can be explicit (one or several protected features directly influence the decisions) or implicit (one or several protected features indirectly influence the decisions). Unsurprisingly, biased patterns are difficult to detect and mitigate. This paper investigates the extent to which explicit a…
Artificial Intelligence (1 work) · Cognitive psychology (1 work) · Computer Science (1 work) · Data mining (1 work) · Ethics and Social Impacts of AI (1 work) · Explainable Artificial Intelligence (XAI (1 work) · Machine learning (1 work) · Natural language processing (1 work) · Psychology (1 work) · Qualitative Comparative Analysis Research (1 work)