Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
Results
Showing 1 to 4 of 4 for “"AI-reliability"”.
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Aligning AI with Human Values: A Path Towards Trustworthy Machine Learning Systems
… However, as artificial intelligence (AI) technologies advance and become more deeply integrated into daily life, they also introduce risks such as malicious exploitation, misinformation, and unfair decision-making, which can undermine their reliability and ethical integrity. Given AI’s …
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SYMBIOSIS, COGNITION, EMPATHY: SHAPING BEHAVIOR AND ENHANCING AI IN DIGITAL ECOSYSTEMS
… platform resilience, content engagement, and AI data integrity, it applies principles of ecological interdependence (symbiosis), analyzes cognitive responses to online discourse, and investigates empathy's role in data quality.The first study investigates Korea's gaming ecosystem during …
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Building Reliable AI under Distribution Shifts
… where distribution shifts—differences between training and deployment data—can significantly impact their reliability. These shifts affect models in multiple ways, leading to degraded generalization, fairness collapse, loss of robustness, and new safety vulnerabilities. This dissertation …
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Statistical Methods for Performance Evaluation of Machine Learning and Artificial Intelligence Models
… dissertation explores strategies to improve the reliability and effectiveness of artificial intelligence (AI) and machine learning (ML) in practical data analysis tasks. As AI tech- nologies become increasingly capable and widely adopted in real-world applications—from detecting defect severity …