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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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Showing 201–250 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
Tackling the Accuracy-Interpretability Trade-off in a Hierarchy of Machine Learning Models for the Prediction of Extreme HeatwavesCode0
Easydiagnos: a framework for accurate feature selection for automatic diagnosis in smart healthcare—0
Developing Guidelines for Functionally-Grounded Evaluation of Explainable Artificial Intelligence using Tabular Data—0
Leveraging CAM Algorithms for Explaining Medical Semantic SegmentationCode0
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
Enhancing Feature Selection and Interpretability in AI Regression Tasks Through Feature Attribution—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
Interpreting Outliers in Time Series Data through Decoding Autoencoder—0
Stacked ensemble\-based mutagenicity prediction model using multiple modalities with graph attention network—0
Breaking Down Financial News Impact: A Novel AI Approach with Geometric Hypergraphs—0
Explainable Artificial Intelligence: A Survey of Needs, Techniques, Applications, and Future Direction—0
Towards Symbolic XAI -- Explanation Through Human Understandable Logical Relationships Between Features—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
Underwater SONAR Image Classification and Analysis using LIME-based Explainable Artificial IntelligenceCode0
VALE: A Multimodal Visual and Language Explanation Framework for Image Classifiers using eXplainable AI and Language ModelsCode0
Dataset | Mindset = Explainable AI | Interpretable AI—0
OPTDTALS: Approximate Logic Synthesis via Optimal Decision Trees Approach—0
Explainable Deep Learning Framework for Human Activity Recognition—0
Measuring User Understanding in Dialogue-based XAI Systems—0
Case-based Explainability for Random Forest: Prototypes, Critics, Counter-factuals and Semi-factuals—0
Enhanced Prototypical Part Network (EPPNet) For Explainable Image Classification Via Prototypes—0
SCENE: Evaluating Explainable AI Techniques Using Soft Counterfactuals—0
A deep learning-enabled smart garment for accurate and versatile sleep conditions monitoring in daily life—0
Space-scale Exploration of the Poor Reliability of Deep Learning Models: the Case of the Remote Sensing of Rooftop Photovoltaic SystemsCode0
Revisiting the robustness of post-hoc interpretability methods—0
Introducing δ-XAI: a novel sensitivity-based method for local AI explanations—0
Automated Explanation Selection for Scientific Discovery—0
Explainable Artificial Intelligence Techniques for Irregular Temporal Classification of Multidrug Resistance Acquisition in Intensive Care Unit Patients—0
A Survey of Explainable Artificial Intelligence (XAI) in Financial Time Series Forecasting—0
Explainable AI-based Intrusion Detection System for Industry 5.0: An Overview of the Literature, associated Challenges, the existing Solutions, and Potential Research Directions—0
XAI meets LLMs: A Survey of the Relation between Explainable AI and Large Language Models—0
Geometric Remove-and-Retrain (GOAR): Coordinate-Invariant eXplainable AI Assessment—0
Are Linear Regression Models White Box and Interpretable?—0
XEQ Scale for Evaluating XAI Experience Quality—0
Robustness of Explainable Artificial Intelligence in Industrial Process Modelling—0
Explainable artificial intelligence in breast cancer detection and risk prediction: A systematic scoping review—0
Explainable Image Recognition via Enhanced Slot-attention Based Classifier—0
From Data to Commonsense Reasoning: The Use of Large Language Models for Explainable AI—0
How Reliable and Stable are Explanations of XAI Methods?—0
A Survey of Accessible Explainable Artificial Intelligence Research—0
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