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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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Showing 101–150 of 1041 papers

TitleStatusHype
From Philosophy to Interfaces: an Explanatory Method and a Tool Inspired by Achinstein's Theory of ExplanationCode0
GECOBench: A Gender-Controlled Text Dataset and Benchmark for Quantifying Biases in ExplanationsCode0
Foiling Explanations in Deep Neural NetworksCode0
Few-Shot Multimodal Explanation for Visual Question AnsweringCode0
For Better or Worse: The Impact of Counterfactual Explanations' Directionality on User Behavior in xAICode0
FaceX: Understanding Face Attribute Classifiers through Summary Model ExplanationsCode0
Exploration of the Rashomon Set Assists Trustworthy Explanations for Medical DataCode0
Explanation-by-Example Based on Item Response TheoryCode0
False Sense of Security: Leveraging XAI to Analyze the Reasoning and True Performance of Context-less DGA ClassifiersCode0
Generating User-Centred Explanations via Illocutionary Question Answering: From Philosophy to InterfacesCode0
Improving Deep Neural Network Classification Confidence using Heatmap-based eXplainable AICode0
An Empirical Comparison of Explainable Artificial Intelligence Methods for Clinical Data: A Case Study on Traumatic Brain InjuryCode0
Explaining Explanations: An Overview of Interpretability of Machine LearningCode0
midr: Learning from Black-Box Models by Maximum Interpretation DecompositionCode0
Explaining Interactions Between Text SpansCode0
ferret: a Framework for Benchmarking Explainers on TransformersCode0
Finding the right XAI method -- A Guide for the Evaluation and Ranking of Explainable AI Methods in Climate ScienceCode0
FitCF: A Framework for Automatic Feature Importance-guided Counterfactual Example GenerationCode0
Explaining AI in Finance: Past, Present, ProspectsCode0
PCNN: Probable-Class Nearest-Neighbor Explanations Improve Fine-Grained Image Classification Accuracy for AIs and HumansCode0
An Annotated Corpus of Textual Explanations for Clinical Decision SupportCode0
explAIner: A Visual Analytics Framework for Interactive and Explainable Machine LearningCode0
Explaining Deep Learning for ECG Analysis: Building Blocks for Auditing and Knowledge DiscoveryCode0
ExplainReduce: Summarising local explanations via proxiesCode0
Explainable Deep Learning: A Visual Analytics Approach with Transition MatricesCode0
AS-XAI: Self-supervised Automatic Semantic Interpretation for CNNCode0
Explainable COVID-19 Infections Identification and Delineation Using Calibrated Pseudo LabelsCode0
Explainable Data Poison Attacks on Human Emotion Evaluation Systems based on EEG SignalsCode0
Explainable Federated Bayesian Causal Inference and Its Application in Advanced ManufacturingCode0
Explainable Artificial Intelligence for Improved Modeling of ProcessesCode0
Explainable Artificial Intelligence for Bayesian Neural Networks: Towards trustworthy predictions of ocean dynamicsCode0
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AICode0
Explainable Artificial Intelligence and Multicollinearity : A Mini Review of Current ApproachesCode0
A comprehensive study on fidelity metrics for XAICode0
Explainable Artificial Intelligence for Dependent Features: Additive Effects of CollinearityCode0
Explainable Authorship Identification in Cultural Heritage Applications: Analysis of a New PerspectiveCode0
Explainable Learning with Gaussian ProcessesCode0
Explanation based Handwriting VerificationCode0
Explanations Based on Item Response Theory (eXirt): A Model-Specific Method to Explain Tree-Ensemble Model in Trust PerspectiveCode0
Explainability of Predictive Process Monitoring Results: Can You See My Data Issues?Code0
Explainability in Music Recommender SystemsCode0
A Detailed Study of Interpretability of Deep Neural Network based Top TaggersCode0
Explainability in Practice: Estimating Electrification Rates from Mobile Phone Data in SenegalCode0
Assessing Fidelity in XAI post-hoc techniques: A Comparative Study with Ground Truth Explanations DatasetsCode0
"Even if ..." -- Diverse Semifactual Explanations of RejectCode0
Even if Explanations: Prior Work, Desiderata & Benchmarks for Semi-Factual XAICode0
Evaluating saliency methods on artificial data with different background typesCode0
ExClaim: Explainable Neural Claim Verification Using RationalizationCode0
Explainable AI for Comparative Analysis of Intrusion Detection ModelsCode0
Enhancing Cluster Analysis With Explainable AI and Multidimensional Cluster PrototypesCode0
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