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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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Showing 301–350 of 1041 papers

TitleStatusHype
Explainable Deep Learning: A Visual Analytics Approach with Transition MatricesCode0
Leveraging Counterfactual Paths for Contrastive Explanations of POMDP Policies—0
Leveraging Expert Input for Robust and Explainable AI-Assisted Lung Cancer Detection in Chest X-rays—0
Intrinsic Subgraph Generation for Interpretable Graph based Visual Question AnsweringCode0
Clinical Domain Knowledge-Derived Template Improves Post Hoc AI Explanations in Pneumothorax ClassificationCode0
The Anatomy of Adversarial Attacks: Concept-based XAI Dissection—0
Revealing Vulnerabilities of Neural Networks in Parameter Learning and Defense Against Explanation-Aware Backdoors—0
Enhancing UAV Security Through Zero Trust Architecture: An Advanced Deep Learning and Explainable AI Analysis—0
The Limits of Perception: Analyzing Inconsistencies in Saliency Maps in XAI—0
A survey on Concept-based Approaches For Model Improvement—0
How Human-Centered Explainable AI Interface Are Designed and Evaluated: A Systematic Survey—0
Deciphering AutoML Ensembles: cattleia's Assistance in Decision-Making—0
Interpretable Machine Learning for Survival AnalysisCode0
Towards a general framework for improving the performance of classifiers using XAI methods—0
Explainability through uncertainty: Trustworthy decision-making with neural networks—0
XCoOp: Explainable Prompt Learning for Computer-Aided Diagnosis via Concept-guided Context Optimization—0
Explainable Machine Learning-Based Security and Privacy Protection Framework for Internet of Medical Things Systems—0
People Attribute Purpose to Autonomous Vehicles When Explaining Their Behavior: Insights from Cognitive Science for Explainable AICode0
Improving deep learning with prior knowledge and cognitive models: A survey on enhancing explainability, adversarial robustness and zero-shot learning—0
Explainable Learning with Gaussian ProcessesCode0
An Explainable AI Framework for Artificial Intelligence of Medical Things—0
Explainable AI for Embedded Systems Design: A Case Study of Static Redundant NVM Memory Write Prediction—0
XAI-Based Detection of Adversarial Attacks on Deepfake DetectorsCode0
Introducing User Feedback-based Counterfactual Explanations (UFCE)Code0
Position: Explain to Question not to Justify—0
Multi-Excitation Projective Simulation with a Many-Body Physics Inspired Inductive BiasCode0
Implementing local-explainability in Gradient Boosting Trees: Feature Contribution—0
Beyond explaining: XAI-based Adaptive Learning with SHAP Clustering for Energy Consumption Prediction—0
Counterfactual Explanations of Black-box Machine Learning Models using Causal Discovery with Applications to Credit Rating—0
Diverse Explanations From Data-Driven and Domain-Driven Perspectives in the Physical SciencesCode0
Research on Older Adults' Interaction with E-Health Interface Based on Explainable Artificial Intelligence—0
Linguistically Communicating Uncertainty in Patient-Facing Risk Prediction Models—0
Detecting mental disorder on social media: a ChatGPT-augmented explainable approachCode0
NormEnsembleXAI: Unveiling the Strengths and Weaknesses of XAI Ensemble TechniquesCode0
Bridging Human Concepts and Computer Vision for Explainable Face Verification—0
Unveiling Molecular Moieties through Hierarchical Grad-CAM Graph ExplainabilityCode0
Identifying Student Profiles Within Online Judge Systems Using Explainable Artificial Intelligence—0
Emergent Explainability: Adding a causal chain to neural network inference—0
XAI for All: Can Large Language Models Simplify Explainable AI?—0
Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree EnsemblesCode0
A comprehensive study on fidelity metrics for XAICode0
Eclectic Rule Extraction for Explainability of Deep Neural Network based Intrusion Detection Systems—0
Harnessing Large Language Models Over Transformer Models for Detecting Bengali Depressive Social Media Text: A Comprehensive StudyCode0
Towards Explainable Artificial Intelligence (XAI): A Data Mining Perspective—0
Detecting Anomalies in Blockchain Transactions using Machine Learning Classifiers and Explainability Analysis—0
Manifold-based Shapley for SAR Recognization Network Explanation—0
Explainable Multimodal Sentiment Analysis on Bengali Memes—0
Locally-Minimal Probabilistic ExplanationsCode0
CAManim: Animating end-to-end network activation maps—0
An Interpretable Deep Learning Approach for Skin Cancer CategorizationCode0
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