All pages tagged with eXplainable AI

• Abduction-Based Explanations for ML Models
• EXTRAAMAS 2020
• EXTRAAMAS 2022
• EXTRAAMAS 2023
• XAI@JAAMAS
• xAI 2023
• XAI.it 2021
• XAI.it 2022
• XAI.it 2023
• Position Paper: On the Role of Abductive Reasoning in Semantic Image Segmentation
• An Abstract Framework for Agent-Based Explanations in AI
• Agent-Based Explanations in AI: Towards an Abstract Framework
• Argumentation and Logic Programming for Explainable and Ethical AI
• Bottom-Up and Top-Down Workflows for Hypercube- and Clustering-based Knowledge Extractors
• Explainable Clustering with CREAM
• Unveiling Opaque Predictors via Explainable Clustering: The CReEPy Algorithm
• ExACT Explainable Clustering: Unravelling the Intricacies of Cluster Formation
• Expectation: Personalized Explainable Artificial Intelligence for Decentralized Agents with Heterogeneous Knowledge
• Not just for humans: Explanation for agent-to-agent communication
• Towards Explainable Visionary Agents: License to Dare and Imagine
• Knowledge injection of Datalog rules via Neural Network Structuring with KINS
• LPaaS as Micro-intelligence: Enhancing IoT with Symbolic Reasoning
• Injecting (Micro)Intelligence in the IoT: Logic-based Approaches for (M)MAS
• Neuro-symbolic Computation for XAI: Towards a Unified Model
• Preface
• Symbolic knowledge extraction from opaque ML predictors in PSyKE: Platform design & experiments
• On the Design of PSyKE: A Platform for Symbolic Knowledge Extraction
• Achieving Complete Coverage with Hypercube-Based Symbolic Knowledge-Extraction Techniques
• Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: a Systematic Literature Review
• Symbolic Knowledge Extraction for Explainable Nutritional Recommenders
• Achieving Complete Coverage with Hypercube-Based Symbolic Knowledge-Extraction Techniques
• Explainable and Ethical AI: A Perspective on Argumentation and Logic Programming
• Interpretable Narrative Explanation for ML Predictors with LP: A Case Study for XAI
• Explanation in artificial intelligence: Insights from the social sciences
• On the integration of symbolic and sub-symbolic techniques for XAI: A survey
• Towards XMAS: eXplainability through Multi-Agent Systems
• On the role of abductive reasoning in semantic image segmentation
• An Abstract Framework for Agent-Based Explanations in AI
• Agent-Based Explanations in AI: Towards an Abstract Framework
• Argumentation and Logic Programming for Explainable and Ethical AI
• Bottom-Up and Top-Down Workflows for Hypercube- and Clustering-based Knowledge Extractors
• Explainable Clustering with CREAM
• ExACT Explainable Clustering: Unravelling the Intricacies of Cluster Formation
• Not just for humans: Explanation for agent-to-agent communication
• Symbolic Knowledge-Extraction Evaluation Metrics: The FiRe Score
• Symbolic Knowledge-Extraction Evaluation Metrics: The FiRe Score
• Neuro-symbolic Computation for XAI: Towards a Unified Model
• Explainable Pervasive Intelligence with Self-explaining Agents
• Symbolic Transfer Learning through Knowledge Manipulation Methods
• eXplainable Artificial Intelligence (XAI): A Gentle Introduction
• eXplainable Artificial Intelligence (XAI): A Gentle Introduction
• Explainability through argumentation in logic programming
• On the Integration of Symbolic and Sub-symbolic – Explaining by Design
• Interpretable Narrative Explanation for ML Predictors with LP: A Case Study for XAI
• Interpretable Prediction of Galactic Cosmic-Ray Short-Term Variations with Artificial Neural Networks
• Symbolic Knowledge Extraction Algorithms Analysis