SOTAVerified

Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–100 of 1041 papers

TitleStatusHype
Explainable AI-Driven Neural Activity Analysis in Parkinsonian Rats under Electrical Stimulation—0
ExplainReduce: Summarising local explanations via proxiesCode0
PixleepFlow: A Pixel-Based Lifelog Framework for Predicting Sleep Quality and Stress LevelCode0
This looks like what? Challenges and Future Research Directions for Part-Prototype ModelsCode0
Finding Words Associated with DIF: Predicting Differential Item Functioning using LLMs and Explainable AI—0
Using agent-based models and EXplainable Artificial Intelligence (XAI) to simulate social behaviors and policy intervention scenarios: A case study of private well users in Ireland—0
A Wearable Device Dataset for Mental Health Assessment Using Laser Doppler Flowmetry and Fluorescence Spectroscopy SensorsCode1
Uncertainty Quantification of Wind Gust Predictions in the Northeast US: An Evidential Neural Network and Explainable Artificial Intelligence Approach—0
Towards Transparent and Accurate Diabetes Prediction Using Machine Learning and Explainable Artificial Intelligence—0
Is Conversational XAI All You Need? Human-AI Decision Making With a Conversational XAI AssistantCode0
Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks—0
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
Prompt-CAM: A Simpler Interpretable Transformer for Fine-Grained AnalysisCode2
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
Enhancing Cancer Diagnosis with Explainable & Trustworthy Deep Learning Models—0
The Role of XAI in Transforming Aeronautics and Aerospace Systems—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
A Comprehensive Guide to Explainable AI: From Classical Models to LLMsCode2
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
XAI and Android Malware Models—0
Guarding the Gate: ConceptGuard Battles Concept-Level Backdoors in Concept Bottleneck Models—0
Interpreting Object-level Foundation Models via Visual Precision SearchCode2
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
Show:102550
← PrevPage 2 of 21Next →

No leaderboard results yet.