Bias Detection & Fairness

ArchiMate-element Bias Detection & Fairness

Elementtype	:	ApplicationComponent
Element-id	:	Id-479de7b4-aac1-4eb8-019b-acb047c9dc67
ArchiMate-model	:	AI-BOK Referentiearchitectuur
Label	:	Bias Detection & Fairness
Documentatie	:	Detectie en mitigatie van bias in modellen en data. Fairness-metrics en debiasing-technieken.
Lifecycle-phase	:	Current
Plane	:	Cognition Plane
Vendor-dependency	:	Open Source
Deployment-model	:	On-premise
Dct_source	:	AI-BOK v1.0, Module 3, sectie 3.6.5a, p.163
ArchiMate-views	:	01.02 Layered View (alle lagen) 02.06 Functiemodel met ABBs 03.01 Drie Planes Architectuur (ABBs + Services) 03.02 SBBs Cognition Plane 04.05 AI Begrippen in Context 04.08 Requirements Realization (Principe → Eis → ABB) 06.09 KG9: AI Risicomanagement 06.11 KG11: AI Ethiek
Relaties	:	Bias Detection & Fairness realiseert Structurele biasdetectie (RealizationRelationship) Cognition Plane bestaat uit Bias Detection & Fairness (CompositionRelationship) AI Fairness 360 (IBM) realiseert Bias Detection & Fairness (RealizationRelationship) Bias is gerelateerd aan Bias Detection & Fairness (AssociationRelationship) Fairlearn (Microsoft) realiseert Bias Detection & Fairness (RealizationRelationship) What-If Tool (Google) realiseert Bias Detection & Fairness (RealizationRelationship) Aequitas realiseert Bias Detection & Fairness (RealizationRelationship)

Beschikbare analyses

Contextdiagram