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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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Showing 201–225 of 1041 papers

TitleStatusHype
CAT: Concept-level backdoor ATtacks for Concept Bottleneck Models—0
Self-eXplainable AI for Medical Image Analysis: A Survey and New Outlooks—0
Easydiagnos: a framework for accurate feature selection for automatic diagnosis in smart healthcare—0
Tackling the Accuracy-Interpretability Trade-off in a Hierarchy of Machine Learning Models for the Prediction of Extreme HeatwavesCode0
Developing Guidelines for Functionally-Grounded Evaluation of Explainable Artificial Intelligence using Tabular Data—0
Leveraging CAM Algorithms for Explaining Medical Semantic SegmentationCode0
Enhancing Feature Selection and Interpretability in AI Regression Tasks Through Feature Attribution—0
XAI-ResUNet: Analysing the Impact of Pre-training in ResUNet Architectures for Multiple Sclerosis Lesion Segmentation using EigenGradCAMCode0
Examining the Rat in the Tunnel: Interpretable Multi-Label Classification of Tor-based Malware—0
Deep Learning for Precision Agriculture: Post-Spraying Evaluation and Deposition EstimationCode0
From Pixels to Words: Leveraging Explainability in Face Recognition through Interactive Natural Language Processing—0
Explainable AI needs formal notions of explanation correctness—0
The Gaussian Discriminant Variational Autoencoder (GdVAE): A Self-Explainable Model with Counterfactual ExplanationsCode0
Global Lightning-Ignited Wildfires Prediction and Climate Change Projections based on Explainable Machine Learning Models—0
Explainable Artificial Intelligence (XAI) for Malware Analysis: A Survey of Techniques, Applications, and Open Challenges—0
Discovering Cyclists' Visual Preferences Through Shared Bike Trajectories and Street View Images Using Inverse Reinforcement LearningCode0
Stacked ensemble\-based mutagenicity prediction model using multiple modalities with graph attention network—0
Interpreting Outliers in Time Series Data through Decoding Autoencoder—0
Breaking Down Financial News Impact: A Novel AI Approach with Geometric Hypergraphs—0
Towards Symbolic XAI -- Explanation Through Human Understandable Logical Relationships Between Features—0
Explainable Artificial Intelligence: A Survey of Needs, Techniques, Applications, and Future Direction—0
IBO: Inpainting-Based Occlusion to Enhance Explainable Artificial Intelligence Evaluation in HistopathologyCode0
Interactive dense pixel visualizations for time series and model attribution explanations—0
VALE: A Multimodal Visual and Language Explanation Framework for Image Classifiers using eXplainable AI and Language ModelsCode0
Underwater SONAR Image Classification and Analysis using LIME-based Explainable Artificial IntelligenceCode0
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