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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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Showing 751–800 of 1041 papers

TitleStatusHype
LesionAid: Vision Transformers-based Skin Lesion Generation and Classification—0
Levels of explainable artificial intelligence for human-aligned conversational explanations—0
Leveraging Counterfactual Paths for Contrastive Explanations of POMDP Policies—0
Leveraging Explainable AI for LLM Text Attribution: Differentiating Human-Written and Multiple LLMs-Generated Text—0
Leveraging Gene Expression Data and Explainable Machine Learning for Enhanced Early Detection of Type 2 Diabetes—0
Leveraging Learning Metrics for Improved Federated Learning—0
Leveraging Rationales to Improve Human Task Performance—0
Linguistically Communicating Uncertainty in Patient-Facing Risk Prediction Models—0
LiteVR: Interpretable and Lightweight Cybersickness Detection using Explainable AI—0
LLMs for XAI: Future Directions for Explaining Explanations—0
Local Interpretable Model Agnostic Shap Explanations for machine learning models—0
Locality Guided Neural Networks for Explainable Artificial Intelligence—0
Locally Testing Model Detections for Semantic Global Concepts—0
Local Post-Hoc Explanations for Predictive Process Monitoring in Manufacturing—0
Longitudinal Distance: Towards Accountable Instance Attribution—0
Looking deeper into interpretable deep learning in neuroimaging: a comprehensive survey—0
Machine Learning in Sports: A Case Study on Using Explainable Models for Predicting Outcomes of Volleyball Matches—0
Machine Learning in Transaction Monitoring: The Prospect of xAI—0
Machine Learning Meets Transparency in Osteoporosis Risk Assessment: A Comparative Study of ML and Explainability Analysis—0
Machine Reasoning Explainability—0
MAFUS: a Framework to predict mortality risk in MAFLD subjects—0
MAIR: Framework for mining relationships between research articles, strategies, and regulations in the field of explainable artificial intelligence—0
Making Things Explainable vs Explaining: Requirements and Challenges under the GDPR—0
Manifold-based Shapley for SAR Recognization Network Explanation—0
Manipulation Risks in Explainable AI: The Implications of the Disagreement Problem—0
Mapping the Potential of Explainable AI for Fairness Along the AI Lifecycle—0
Matching Representations of Explainable Artificial Intelligence and Eye Gaze for Human-Machine Interaction—0
Measure Utility, Gain Trust: Practical Advice for XAI Researcher—0
Measuring Perceived Trust in XAI-Assisted Decision-Making by Eliciting a Mental Model—0
Measuring the Quality of Explanations: The System Causability Scale (SCS). Comparing Human and Machine Explanations—0
Measuring User Understanding in Dialogue-based XAI Systems—0
Mediating Community-AI Interaction through Situated Explanation: The Case of AI-Led Moderation—0
Mediation Challenges and Socio-Technical Gaps for Explainable Deep Learning Applications—0
Medical Image Denosing via Explainable AI Feature Preserving Loss—0
Metrics for Explainable AI: Challenges and Prospects—0
Metric Tools for Sensitivity Analysis with Applications to Neural Networks—0
MiSuRe is all you need to explain your image segmentation—0
MixBoost: Improving the Robustness of Deep Neural Networks by Boosting Data Augmentation—0
Model LineUpper: Supporting Interactive Model Comparison at Multiple Levels for AutoML—0
Modern Views of Machine Learning for Precision Psychiatry—0
Monotonicity for AI ethics and society: An empirical study of the monotonic neural additive model in criminology, education, health care, and finance—0
Motif-guided Time Series Counterfactual Explanations—0
Multi-modal multi-objective model-based genetic programming to find multiple diverse high-quality models—0
Multi-objective optimization determines when, which and how to fuse deep networks: an application to predict COVID-19 outcomes—0
Multivariate Probabilistic Forecasting of Intraday Electricity Prices using Normalizing Flows—0
Natural Example-Based Explainability: a Survey—0
Natural Language Generation Challenges for Explainable AI—0
Natural Language Interaction with Explainable AI Models—0
Neural network interpretability with layer-wise relevance propagation: novel techniques for neuron selection and visualization—0
Neuro-symbolic Explainable Artificial Intelligence Twin for Zero-touch IoE in Wireless Network—0
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