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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

Papers

Showing 851875 of 1041 papers

TitleStatusHype
Explainable Activity Recognition for Smart Home Systems0
Evaluating the Correctness of Explainable AI Algorithms for Classification0
Designer-User Communication for XAI: An epistemological approach to discuss XAI design0
Abstraction, Validation, and Generalization for Explainable Artificial Intelligence0
A Comprehensive Taxonomy for Explainable Artificial Intelligence: A Systematic Survey of Surveys on Methods and Concepts0
XAI Handbook: Towards a Unified Framework for Explainable AI0
XAI-KG: knowledge graph to support XAI and decision-making in manufacturing0
Where and When: Space-Time Attention for Audio-Visual Explanations0
Twin Systems for DeepCBR: A Menagerie of Deep Learning and Case-Based Reasoning Pairings for Explanation and Data Augmentation0
Exploiting Explanations for Model Inversion Attacks0
TrustyAI Explainability ToolkitCode0
Explainable AI For COVID-19 CT Classifiers: An Initial Comparison Study0
Tracking Peaceful Tractors on Social Media -- XAI-enabled analysis of Red Fort Riots 20210
Explainable Artificial Intelligence Reveals Novel Insight into Tumor Microenvironment Conditions Linked with Better Prognosis in Patients with Breast Cancer0
XAI-N: Sensor-based Robot Navigation using Expert Policies and Decision TreesCode0
A Novel Interaction-based Methodology Towards Explainable AI with Better Understanding of Pneumonia Chest X-ray ImagesCode0
DA-DGCEx: Ensuring Validity of Deep Guided Counterfactual Explanations With Distribution-Aware Autoencoder Loss0
MEG: Generating Molecular Counterfactual Explanations for Deep Graph NetworksCode1
Towards Human-Understandable Visual Explanations:Imperceptible High-frequency Cues Can Better Be Removed0
Enabling Machine Learning Algorithms for Credit Scoring -- Explainable Artificial Intelligence (XAI) methods for clear understanding complex predictive models0
LioNets: A Neural-Specific Local Interpretation Technique Exploiting Penultimate Layer InformationCode0
On the Computational Intelligibility of Boolean Classifiers0
Model LineUpper: Supporting Interactive Model Comparison at Multiple Levels for AutoML0
Handling Climate Change Using Counterfactuals: Using Counterfactuals in Data Augmentation to Predict Crop Growth in an Uncertain Climate Future0
Question-Driven Design Process for Explainable AI User Experiences0
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