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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Eoin D. Delaney

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#explainable ai Open access Oct 2026

Explaining Time Series Classifications Counterfactually: A Human-Centered Evaluation

Counterfactual explanations can promote accountability, fairness, and transparency in AI-supported decision-making by demonstrating how changes in input data can alter outcomes, offering actionable feedback for users to revise unfavorable decisions. However, the majority of counterfactual algorithms focus on tabular an...

Eoin D. Delaney, Greta Warren, Derek Greene et al. · 0 citations

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