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Bestoun S. Ahmed

Towards Trustworthy Machine Learning in Production: An Overview of the Robustness in MLOps Approach

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Oct 28, 2024
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Adaptive Data Quality Scoring Operations Framework using Drift-Aware Mechanism for Industrial Applications

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Aug 13, 2024
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An Adaptive Metaheuristic Framework for Changing Environments

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Apr 18, 2024
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Machine Learning Data Suitability and Performance Testing Using Fault Injection Testing Framework

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Sep 20, 2023
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DA-LSTM: A Dynamic Drift-Adaptive Learning Framework for Interval Load Forecasting with LSTM Networks

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May 15, 2023
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A Domain-Region Based Evaluation of ML Performance Robustness to Covariate Shift

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Apr 18, 2023
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Quality Assurance in MLOps Setting: An Industrial Perspective

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Nov 24, 2022
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Prioritized Variable-length Test Cases Generation for Finite State Machines

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Apr 03, 2022
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From Concept Drift to Model Degradation: An Overview on Performance-Aware Drift Detectors

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Mar 21, 2022
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Overview of Test Coverage Criteria for Test Case Generation from Finite State Machines Modelled as Directed Graphs

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Mar 17, 2022
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