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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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Showing 151–200 of 1041 papers

TitleStatusHype
Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review—0
Ensuring Medical AI Safety: Explainable AI-Driven Detection and Mitigation of Spurious Model Behavior and Associated DataCode0
EVolutionary Independent DEtermiNistiC Explanation—0
Conditional Feature Importance with Generative Modeling Using Adversarial Random ForestsCode0
Enhancing AI Transparency: XRL-Based Resource Management and RAN Slicing for 6G ORAN Architecture—0
Explainable artificial intelligence (XAI): from inherent explainability to large language models—0
Polynomial Threshold Functions of Bounded Tree-Width: Some Explainability and Complexity Aspects—0
Explainable Federated Bayesian Causal Inference and Its Application in Advanced ManufacturingCode0
Integrating Explainable AI for Effective Malware Detection in Encrypted Network Traffic—0
Found in Translation: semantic approaches for enhancing AI interpretability in face verification—0
Leveraging Explainable AI for LLM Text Attribution: Differentiating Human-Written and Multiple LLMs-Generated Text—0
Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity—0
FitCF: A Framework for Automatic Feature Importance-guided Counterfactual Example GenerationCode0
Extending XReason: Formal Explanations for Adversarial Detection—0
The Role of XAI in Transforming Aeronautics and Aerospace Systems—0
Enhancing Cancer Diagnosis with Explainable & Trustworthy Deep Learning Models—0
ViTmiX: Vision Transformer Explainability Augmented by Mixed Visualization Methods—0
AgroXAI: Explainable AI-Driven Crop Recommendation System for Agriculture 4.0—0
Multi-SpaCE: Multi-Objective Subsequence-based Sparse Counterfactual Explanations for Multivariate Time Series ClassificationCode0
Meta-evaluating stability measures: MAX-Senstivity & AVG-SensitivityCode0
Discrete Subgraph Sampling for Interpretable Graph based Visual Question AnsweringCode0
FaceX: Understanding Face Attribute Classifiers through Summary Model ExplanationsCode0
From Flexibility to Manipulation: The Slippery Slope of XAI EvaluationCode0
Neural network interpretability with layer-wise relevance propagation: novel techniques for neuron selection and visualization—0
A Unified Framework for Evaluating the Effectiveness and Enhancing the Transparency of Explainable AI Methods in Real-World Applications—0
OMENN: One Matrix to Explain Neural Networks—0
Forma mentis networks predict creativity ratings of short texts via interpretable artificial intelligence in human and GPT-simulated raters—0
Explaining the Impact of Training on Vision Models via Activation Clustering—0
Guarding the Gate: ConceptGuard Battles Concept-Level Backdoors in Concept Bottleneck Models—0
XAI and Android Malware Models—0
Leveraging Gene Expression Data and Explainable Machine Learning for Enhanced Early Detection of Type 2 Diabetes—0
Explainable Artificial Intelligence for Medical Applications: A Review—0
BayesNAM: Leveraging Inconsistency for Reliable Explanations—0
Interplay between Federated Learning and Explainable Artificial Intelligence: a Scoping Review—0
Visually Analyze SHAP Plots to Diagnose Misclassifications in ML-based Intrusion Detection—0
Privacy-Preserving Federated Learning with Differentially Private Hyperdimensional Computing—0
Learning local discrete features in explainable-by-design convolutional neural networksCode0
Explainable Artificial Intelligence for Dependent Features: Additive Effects of CollinearityCode0
Few-Shot Multimodal Explanation for Visual Question AnsweringCode0
Info-CELS: Informative Saliency Map Guided Counterfactual Explanation—0
AI Readiness in Healthcare through Storytelling XAI—0
Trustworthy XAI and Application—0
XAI-FUNGI: Dataset resulting from the user study on comprehensibility of explainable AI algorithms—0
User-centric evaluation of explainability of AI with and for humans: a comprehensive empirical study—0
Formal Explanations for Neuro-Symbolic AI—0
CohEx: A Generalized Framework for Cohort ExplanationCode0
Explainable AI Methods for Multi-Omics Analysis: A Survey—0
Information Importance-Aware Defense against Adversarial Attack for Automatic Modulation Classification:An XAI-Based Approach—0
Study on the Helpfulness of Explainable Artificial IntelligenceCode0
Natural Language Counterfactual Explanations for Graphs Using Large Language ModelsCode0
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