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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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Showing 101–150 of 1041 papers

TitleStatusHype
Toward the Explainability of Protein Language Models for Sequence Design—0
A Lightweight IDS for Early APT Detection Using a Novel Feature Selection Method—0
midr: Learning from Black-Box Models by Maximum Interpretation DecompositionCode0
Transfer Learning and Explainable AI for Brain Tumor Classification: A Study Using MRI Data from Bangladesh—0
Do Protein Transformers Have Biological Intelligence?Code0
Applying XAI based unsupervised knowledge discovering for Operation modes in a WWTP. A real case: AQUAVALL WWTP—0
A Comprehensive Study on Medical Image Segmentation using Deep Neural Networks—0
Explainable-AI powered stock price prediction using time series transformers: A Case Study on BIST100—0
DiCoFlex: Model-agnostic diverse counterfactuals with flexible control—0
Explanation User Interfaces: A Systematic Literature Review—0
From What Ifs to Insights: Counterfactuals in Causal Inference vs. Explainable AI—0
Addressing the Scarcity of Benchmarks for Graph XAICode0
WebXAII: an open-source web framework to study human-XAI interaction—0
Heart2Mind: Human-Centered Contestable Psychiatric Disorder Diagnosis System using Wearable ECG MonitorsCode0
Most General Explanations of Tree Ensembles (Extended Version)—0
Financial Fraud Detection Using Explainable AI and Stacking Ensemble Methods—0
SIM-Shapley: A Stable and Computationally Efficient Approach to Shapley Value ApproximationCode0
Tuning for Trustworthiness -- Balancing Performance and Explanation Consistency in Neural Network Optimization—0
Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey—0
Privacy Risks and Preservation Methods in Explainable Artificial Intelligence: A Scoping Review—0
Machine Learning Meets Transparency in Osteoporosis Risk Assessment: A Comparative Study of ML and Explainability Analysis—0
DiCE-Extended: A Robust Approach to Counterfactual Explanations in Machine Learning—0
ApproXAI: Energy-Efficient Hardware Acceleration of Explainable AI using Approximate Computing—0
Focal Cortical Dysplasia Type II Detection Using Cross Modality Transfer Learning and Grad-CAM in 3D-CNNs for MRI Analysis—0
Explainable AI-Based Interface System for Weather Forecasting Model—0
Which LIME should I trust? Concepts, Challenges, and Solutions—0
Exploring Energy Landscapes for Minimal Counterfactual Explanations: Applications in Cybersecurity and Beyond—0
Unraveling Pedestrian Fatality Patterns: A Comparative Study with Explainable AI—0
Explainable AI-Guided Efficient Approximate DNN Generation for Multi-Pod Systolic Arrays—0
Automated Processing of eXplainable Artificial Intelligence Outputs in Deep Learning Models for Fault Diagnostics of Large Infrastructures—0
Securing Virtual Reality Experiences: Unveiling and Tackling Cybersickness Attacks with Explainable AI—0
A Data-Driven Exploration of Elevation Cues in HRTFs: An Explainable AI Perspective Across Multiple Datasets—0
GENEOnet: Statistical analysis supporting explainability and trustworthiness—0
Robust Intrusion Detection System with Explainable Artificial Intelligence—0
Explaining the Unexplainable: A Systematic Review of Explainable AI in Finance—0
ILLC: Iterative Layer-by-Layer Compression for Enhancing Structural Faithfulness in SpArX—0
The Role of Deep Learning in Financial Asset Management: A Systematic Review—0
GNN-XAR: A Graph Neural Network for Explainable Activity Recognition in Smart Homes—0
Class-Dependent Perturbation Effects in Evaluating Time Series AttributionsCode0
Explainable Artificial Intelligence Model for Evaluating Shear Strength Parameters of Municipal Solid Waste Across Diverse Compositional Profiles—0
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
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
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