Informative Semi-Factuals for XAI: The Elaborated Explanations that People Prefer
Informative Semi-Factuals for XAI: The Elaborated Explanations that People Prefer explores A novel algorithm for generating informative semi-factual explanations in XAI that enhances user understanding of automated decisions.. Commercial viability score: 5/10 in Explainable AI.
BUILDER'S SANDBOX
Build This Paper
Use an AI coding agent to implement this research.
OpenAI CodexAI Agent
Lightweight coding agent in your terminal.
Claude CodeAI Agent
Agentic coding tool for terminal workflows.
AntiGravity IDEScaffolding
AI agent mindset installer and workflow scaffolder.
CursorIDE
AI-first code editor built on VS Code.
VS CodeIDE
Free, open-source editor by Microsoft.
Recommended Stack
Startup Essentials
Estimated $9K - $13K over 6-10 weeks.
See exactly what it costs to build this -- with 3 comparable funded startups.
7-day free trial. Cancel anytime.
Discover the researchers behind this paper and find similar experts.
7-day free trial. Cancel anytime.
Related Papers
- Builds On ThisExploring SAIG Methods for an Objective Evaluation of XAIViability: 2.0
- Builds On ThisDoes Explanation Correctness Matter? Linking Computational XAI Evaluation to Human UnderstandingViability: 4.0
- Higher ViabilityGradCFA: A Hybrid Gradient-Based Counterfactual and Feature Attribution Explanation Algorithm for Local Interpretation of Neural NetworksViability: 7.0
- Competing ApproachFair Recourse for All: Ensuring Individual and Group Fairness in Counterfactual ExplanationsViability: 5.0
- Competing ApproachTrust Oriented Explainable AI for Fake News Detection