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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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Showing 101–125 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
Heart2Mind: Human-Centered Contestable Psychiatric Disorder Diagnosis System using Wearable ECG MonitorsCode0
WebXAII: an open-source web framework to study human-XAI interaction—0
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
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