All pages tagged with symbolic knowledge extraction

• Symbolic Knowledge Extraction via PSyKE. A Tutorial
• Symbolic knowledge extraction from opaque ML predictors in PSyKE: Platform design & experiments
• Systematic Literature Review on the symbolic knowledge extraction techniques
• Hypercube-Based Methods for Symbolic Knowledge Extraction: Towards a Unified Model
• Symbolic Knowledge Extraction Algorithms Analysis
• Bridging Symbolic and Sub-Symbolic AI: Towards Cooperative Transfer Learning in Multi-Agent Systems
• Unveiling Opaque Predictors via Explainable Clustering: The CReEPy Algorithm
• Symbolic Knowledge-Extraction Evaluation Metrics: The FiRe Score
• Unlocking Insights and Trust: The Value of Explainable Clustering Algorithms for Cognitive Agents
• Achieving Complete Coverage with Hypercube-Based Symbolic Knowledge-Extraction Techniques
• On the Evaluation of the Symbolic Knowledge Extracted from Black Boxes
• Hypercube-Based Methods for Symbolic Knowledge Extraction: Towards a Unified Model
• Symbolic Knowledge-Extraction Evaluation Metrics: The FiRe Score
• From Large Language Models to Small Logic Programs: Building Global Explanations from Disagreeing Local Post-hoc Explainers
• Symbolic Knowledge Extraction for Explainable Nutritional Recommenders
• Measuring Trustworthiness in Neuro-Symbolic Integration
• XAI: Current Frontiers and the Path Ahead Towards Trustworthy AI
• Symbolic Knowledge Extraction from Opaque Machine Learning Predictors: GridREx & PEDRO
• Bridging Symbolic and Sub-Symbolic AI: Towards Cooperative Transfer Learning in Multi-Agent Systems
• Assessing and Enforcing Fairness in the AI Lifecycle
• Symbolic Knowledge-Extraction Evaluation Metrics: The FiRe Score
• Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review
• Dive into Symbolic Knowledge Extraction & Injection: gentle introduction and technologies