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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

Papers

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Showing 1026–1041 of 1041 papers

TitleStatusHype
Enabling Explainable Fusion in Deep Learning with Fuzzy Integral Neural NetworksCode0
Locally-Minimal Probabilistic ExplanationsCode0
Assessing Fidelity in XAI post-hoc techniques: A Comparative Study with Ground Truth Explanations DatasetsCode0
Classification of White Blood Cell Leukemia with Low Number of Interpretable and Explainable FeaturesCode0
CX-ToM: Counterfactual Explanations with Theory-of-Mind for Enhancing Human Trust in Image Recognition ModelsCode0
xAI-GAN: Enhancing Generative Adversarial Networks via Explainable AI SystemsCode0
Applying Genetic Programming to Improve Interpretability in Machine Learning ModelsCode0
Class-Dependent Perturbation Effects in Evaluating Time Series AttributionsCode0
ProtoShotXAI: Using Prototypical Few-Shot Architecture for Explainable AICode0
XAI-TRIS: Non-linear image benchmarks to quantify false positive post-hoc attribution of feature importanceCode0
Pruning by Explaining: A Novel Criterion for Deep Neural Network PruningCode0
PWSHAP: A Path-Wise Explanation Model for Targeted VariablesCode0
Study on the Helpfulness of Explainable Artificial IntelligenceCode0
A Novel Interaction-based Methodology Towards Explainable AI with Better Understanding of Pneumonia Chest X-ray ImagesCode0
From Flexibility to Manipulation: The Slippery Slope of XAI EvaluationCode0
Underwater SONAR Image Classification and Analysis using LIME-based Explainable Artificial IntelligenceCode0
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