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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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Showing 251–275 of 1041 papers

TitleStatusHype
A Lightweight IDS for Early APT Detection Using a Novel Feature Selection Method—0
Do We Need Explainable AI in Companies? Investigation of Challenges, Expectations, and Chances from Employees' Perspective—0
Explainability for identification of vulnerable groups in machine learning models—0
Eclectic Rule Extraction for Explainability of Deep Neural Network based Intrusion Detection Systems—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
Explainability in Deep Reinforcement Learning—0
Explainability through uncertainty: Trustworthy decision-making with neural networks—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
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