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Koorosh Aslansefat

Explainability of Point Cloud Neural Networks Using SMILE: Statistical Model-Agnostic Interpretability with Local Explanations

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Oct 20, 2024
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SafeLLM: Domain-Specific Safety Monitoring for Large Language Models: A Case Study of Offshore Wind Maintenance

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Oct 06, 2024
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Scope Compliance Uncertainty Estimate

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Dec 17, 2023
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Explaining black boxes with a SMILE: Statistical Model-agnostic Interpretability with Local Explanations

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Nov 13, 2023
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Online Dynamic Reliability Evaluation of Wind Turbines based on Drone-assisted Monitoring

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Nov 23, 2022
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A Deep Learning Framework for Wind Turbine Repair Action Prediction Using Alarm Sequences and Long Short Term Memory Algorithms

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Jul 19, 2022
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SafeDrones: Real-Time Reliability Evaluation of UAVs using Executable Digital Dependable Identities

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Jul 12, 2022
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Keep your Distance: Determining Sampling and Distance Thresholds in Machine Learning Monitoring

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Jul 11, 2022
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StaDRe and StaDRo: Reliability and Robustness Estimation of ML-based Forecasting using Statistical Distance Measures

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Jun 17, 2022
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SafeML: Safety Monitoring of Machine Learning Classifiers through Statistical Difference Measure

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May 27, 2020
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