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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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TitleStatusHype
Explainable AI for High Energy Physics—0
Do We Need Explainable AI in Companies? Investigation of Challenges, Expectations, and Chances from Employees' Perspective—0
Challenges and Opportunities in Text Generation Explainability—0
Eclectic Rule Extraction for Explainability of Deep Neural Network based Intrusion Detection Systems—0
A Lightweight IDS for Early APT Detection Using a Novel Feature Selection Method—0
Explainable AI for Interpretable Credit Scoring—0
CGEMs: A Metric Model for Automatic Code Generation using GPT-3—0
Causal Explanations and XAI—0
Are Good Explainers Secretly Human-in-the-Loop Active Learners?—0
Causal Dependence Plots—0
Causal Abstraction: A Theoretical Foundation for Mechanistic Interpretability—0
A Psychological Theory of Explainability—0
A Complete Characterisation of ReLU-Invariant Distributions—0
Explainable AI for Malnutrition Risk Prediction from m-Health and Clinical Data—0
Explainable AI for Time Series via Virtual Inspection Layers—0
Explainable AI meets Healthcare: A Study on Heart Disease Dataset—0
Categorical Foundations of Explainable AI: A Unifying Theory—0
CAT: Concept-level backdoor ATtacks for Concept Bottleneck Models—0
A Practical guide on Explainable AI Techniques applied on Biomedical use case applications—0
Case-based Explainability for Random Forest: Prototypes, Critics, Counter-factuals and Semi-factuals—0
Carefully choose the baseline: Lessons learned from applying XAI attribution methods for regression tasks in geoscience—0
ApproXAI: Energy-Efficient Hardware Acceleration of Explainable AI using Approximate Computing—0
AI Readiness in Healthcare through Storytelling XAI—0
Can We Trust Explainable AI Methods on ASR? An Evaluation on Phoneme Recognition—0
Can Requirements Engineering Support Explainable Artificial Intelligence? Towards a User-Centric Approach for Explainability Requirements—0
Applying XAI based unsupervised knowledge discovering for Operation modes in a WWTP. A real case: AQUAVALL WWTP—0
Can Explainable AI Explain Unfairness? A Framework for Evaluating Explainable AI—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
AI-HRI 2021 Proceedings—0
Additive Class Distinction Maps using Branched-GANs—0
Explainable AI for clinical and remote health applications: a survey on tabular and time series data—0
CAManim: Animating end-to-end network activation maps—0
Explainability in Deep Reinforcement Learning—0
Anytime Approximate Formal Feature Attribution—0
Expanding Explainability: Towards Social Transparency in AI systems—0
An XAI Approach to Deep Learning Models in the Detection of DCIS—0
A Hypothesis on Good Practices for AI-based Systems for Financial Time Series Forecasting: Towards Domain-Driven XAI Methods—0
Applications of Explainable AI for 6G: Technical Aspects, Use Cases, and Research Challenges—0
Examining the Rat in the Tunnel: Interpretable Multi-Label Classification of Tor-based Malware—0
EXACT: Towards a platform for empirically benchmarking Machine Learning model explanation methods—0
BSED: Baseline Shapley-Based Explainable Detector—0
Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks—0
EVolutionary Independent DEtermiNistiC Explanation—0
Brittle AI, Causal Confusion, and Bad Mental Models: Challenges and Successes in the XAI Program—0
Evolutionary Computation and Explainable AI: A Roadmap to Understandable Intelligent Systems—0
Example-Based Explainable AI and its Application for Remote Sensing Image Classification—0
Evolutionary approaches to explainable machine learning—0
Explainability for identification of vulnerable groups in machine learning models—0
A Human-Grounded Evaluation of SHAP for Alert Processing—0
A Data-Driven Framework for Identifying Investment Opportunities in Private Equity—0
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