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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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Showing 601–625 of 1041 papers

TitleStatusHype
OAK4XAI: Model towards Out-Of-Box eXplainable Artificial Intelligence for Digital Agriculture—0
Recipro-CAM: Fast gradient-free visual explanations for convolutional neural networksCode2
Towards Human-Compatible XAI: Explaining Data Differentials with Concept Induction over Background Knowledge—0
Greybox XAI: a Neural-Symbolic learning framework to produce interpretable predictions for image classificationCode0
Enhancing Cluster Analysis With Explainable AI and Multidimensional Cluster PrototypesCode0
Learning Visual Explanations for DCNN-Based Image Classifiers Using an Attention MechanismCode0
Explaining Anomalies using Denoising Autoencoders for Financial Tabular Data—0
Explainable Clustering via Exemplars: Complexity and Efficient Approximation Algorithms—0
Analyzing Machine Learning Models for Credit Scoring with Explainable AI and Optimizing Investment Decisions—0
RESHAPE: Explaining Accounting Anomalies in Financial Statement Audits by enhancing SHapley Additive exPlanations—0
Explainable AI for clinical and remote health applications: a survey on tabular and time series data—0
The Utility of Explainable AI in Ad Hoc Human-Machine TeamingCode0
Responsibility: An Example-based Explainable AI approach via Training Process Inspection—0
Regulating eXplainable Artificial Intelligence (XAI) May Harm Consumers—0
Explainable Artificial Intelligence to Detect Image Spam Using Convolutional Neural Network—0
From Black Boxes to Conversations: Incorporating XAI in a Conversational AgentCode1
Incremental Permutation Feature Importance (iPFI): Towards Online Explanations on Data Streams—0
INTERACTION: A Generative XAI Framework for Natural Language Inference Explanations—0
Identifying Dominant Industrial Sectors in Market States of the S&P 500 Financial Data—0
Explainable AI for tailored electricity consumption feedback -- an experimental evaluation of visualizations—0
Augmented cross-selling through explainable AI -- a case from energy retailing—0
SoK: Explainable Machine Learning for Computer Security ApplicationsCode0
Shapelet-Based Counterfactual Explanations for Multivariate Time SeriesCode0
ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image RecognitionCode1
Causality-Inspired Taxonomy for Explainable Artificial Intelligence—0
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