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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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Showing 201–250 of 1041 papers

TitleStatusHype
ExplainReduce: Summarising local explanations via proxiesCode0
Counterfactual Explanations for Misclassified Images: How Human and Machine Explanations DifferCode0
AS-XAI: Self-supervised Automatic Semantic Interpretation for CNNCode0
Counterfactual Explanation with Multi-Agent Reinforcement Learning for Drug Target PredictionCode0
Learning local discrete features in explainable-by-design convolutional neural networksCode0
A Learning-Based Method for Automatic Operator Selection in the Fanoos XAI SystemCode0
Explanation based Handwriting VerificationCode0
Few-Shot Multimodal Explanation for Visual Question AnsweringCode0
GCI: A (G)raph (C)oncept (I)nterpretation FrameworkCode0
Locally-Minimal Probabilistic ExplanationsCode0
Interpretable Summaries of Black Box Incident Triaging with Subgroup DiscoveryCode0
Explaining AI in Finance: Past, Present, ProspectsCode0
Meta-evaluating stability measures: MAX-Senstivity & AVG-SensitivityCode0
Explaining Deep Learning for ECG Analysis: Building Blocks for Auditing and Knowledge DiscoveryCode0
Explainable Learning with Gaussian ProcessesCode0
explAIner: A Visual Analytics Framework for Interactive and Explainable Machine LearningCode0
Explaining Explanations: An Overview of Interpretability of Machine LearningCode0
Deep Learning for Precision Agriculture: Post-Spraying Evaluation and Deposition EstimationCode0
An Empirical Comparison of Explainable Artificial Intelligence Methods for Clinical Data: A Case Study on Traumatic Brain InjuryCode0
DeepSeer: Interactive RNN Explanation and Debugging via State AbstractionCode0
Explainable Deep Learning: A Visual Analytics Approach with Transition MatricesCode0
Delivering Inflated ExplanationsCode0
NormEnsembleXAI: Unveiling the Strengths and Weaknesses of XAI Ensemble TechniquesCode0
Explainable Data Poison Attacks on Human Emotion Evaluation Systems based on EEG SignalsCode0
Designing a Direct Feedback Loop between Humans and Convolutional Neural Networks through Local ExplanationsCode0
Explainable Authorship Identification in Cultural Heritage Applications: Analysis of a New PerspectiveCode0
Applying Genetic Programming to Improve Interpretability in Machine Learning ModelsCode0
Explainable COVID-19 Infections Identification and Delineation Using Calibrated Pseudo LabelsCode0
Detecting mental disorder on social media: a ChatGPT-augmented explainable approachCode0
People Attribute Purpose to Autonomous Vehicles When Explaining Their Behavior: Insights from Cognitive Science for Explainable AICode0
Explainable Federated Bayesian Causal Inference and Its Application in Advanced ManufacturingCode0
Explaining Interactions Between Text SpansCode0
Explainable Artificial Intelligence for Dependent Features: Additive Effects of CollinearityCode0
Explainable Artificial Intelligence for Bayesian Neural Networks: Towards trustworthy predictions of ocean dynamicsCode0
Explainable Artificial Intelligence and Multicollinearity : A Mini Review of Current ApproachesCode0
Quantifying Explainability of Saliency Methods in Deep Neural Networks with a Synthetic DatasetCode0
Explainable Artificial Intelligence for Improved Modeling of ProcessesCode0
Explainable AI for Comparative Analysis of Intrusion Detection ModelsCode0
Bridging the Gap: Gaze Events as Interpretable Concepts to Explain Deep Neural Sequence ModelsCode0
A Novel Interaction-based Methodology Towards Explainable AI with Better Understanding of Pneumonia Chest X-ray ImagesCode0
An explainable three dimension framework to uncover learning patterns: A unified look in variable sulci recognitionCode0
Discrete Subgraph Sampling for Interpretable Graph based Visual Question AnsweringCode0
Explaining and visualizing black-box models through counterfactual pathsCode0
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AICode0
A novel approach to generate datasets with XAI ground truth to evaluate image modelsCode0
Doctor XAvIer: Explainable Diagnosis on Physician-Patient Dialogues and XAI EvaluationCode0
Does Dataset Complexity Matters for Model Explainers?Code0
SE3D: A Framework For Saliency Method Evaluation In 3D ImagingCode0
Black Box Model Explanations and the Human Interpretability Expectations -- An Analysis in the Context of Homicide PredictionCode0
Explainability of Predictive Process Monitoring Results: Can You See My Data Issues?Code0
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