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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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TitleStatusHype
NeuroXAI: Adaptive, robust, explainable surrogate framework for determination of channel importance in EEG applicationCode1
Explainable Artificial Intelligence in Biomedical Image Analysis: A Comprehensive Survey—0
Towards Transparent AI: A Survey on Explainable Large Language Models—0
Can "consciousness" be observed from large language model (LLM) internal states? Dissecting LLM representations obtained from Theory of Mind test with Integrated Information Theory and Span Representation analysis—0
Communicating Smartly in the Molecular Domain: Neural Networks in the Internet of Bio-Nano ThingsCode0
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
TIMING: Temporality-Aware Integrated Gradients for Time Series ExplanationCode1
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
Time series saliency maps: explaining models across multiple domainsCode1
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
PnPXAI: A Universal XAI Framework Providing Automatic Explanations Across Diverse Modalities and ModelsCode2
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
Explainable AI in Spatial AnalysisCode2
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
Explainable AI Components for Narrative Map ExtractionCode1
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
Explaining the Unexplainable: A Systematic Review of Explainable AI in Finance—0
Robust Intrusion Detection System with Explainable Artificial Intelligence—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
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