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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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Showing 151–175 of 1041 papers

TitleStatusHype
Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review—0
Ensuring Medical AI Safety: Explainable AI-Driven Detection and Mitigation of Spurious Model Behavior and Associated DataCode0
EVolutionary Independent DEtermiNistiC Explanation—0
Conditional Feature Importance with Generative Modeling Using Adversarial Random ForestsCode0
Explainable artificial intelligence (XAI): from inherent explainability to large language models—0
Enhancing AI Transparency: XRL-Based Resource Management and RAN Slicing for 6G ORAN Architecture—0
Polynomial Threshold Functions of Bounded Tree-Width: Some Explainability and Complexity Aspects—0
Explainable Federated Bayesian Causal Inference and Its Application in Advanced ManufacturingCode0
Integrating Explainable AI for Effective Malware Detection in Encrypted Network Traffic—0
Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity—0
Found in Translation: semantic approaches for enhancing AI interpretability in face verification—0
Leveraging Explainable AI for LLM Text Attribution: Differentiating Human-Written and Multiple LLMs-Generated Text—0
FitCF: A Framework for Automatic Feature Importance-guided Counterfactual Example GenerationCode0
Extending XReason: Formal Explanations for Adversarial Detection—0
Enhancing Cancer Diagnosis with Explainable & Trustworthy Deep Learning Models—0
The Role of XAI in Transforming Aeronautics and Aerospace Systems—0
ViTmiX: Vision Transformer Explainability Augmented by Mixed Visualization Methods—0
AgroXAI: Explainable AI-Driven Crop Recommendation System for Agriculture 4.0—0
Multi-SpaCE: Multi-Objective Subsequence-based Sparse Counterfactual Explanations for Multivariate Time Series ClassificationCode0
Meta-evaluating stability measures: MAX-Senstivity & AVG-SensitivityCode0
Discrete Subgraph Sampling for Interpretable Graph based Visual Question AnsweringCode0
FaceX: Understanding Face Attribute Classifiers through Summary Model ExplanationsCode0
From Flexibility to Manipulation: The Slippery Slope of XAI EvaluationCode0
Neural network interpretability with layer-wise relevance propagation: novel techniques for neuron selection and visualization—0
A Unified Framework for Evaluating the Effectiveness and Enhancing the Transparency of Explainable AI Methods in Real-World Applications—0
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