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.
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Showing 1 to 6 of 6 for “"Transparent AI"”.
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Towards Smaller, Lighter, and More Transparent AI
L'abstract è presente nell'allegato / the abstract is in the attachment
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Towards Bridging and Governing Decentralized Communities
… subject to one-size-fits-all policies that fail to address local contexts. Consequently, toxic behavior is policed at the platform level rather than by the communities themselves, leading to oversimplified governance solutions that favor some communities while silencing others. Fortunately, …
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Personalized Algorithmic Recourse: Towards a human-centric approach for algorithmic contestability
… systems in high-stakes decision-making domains, such as lending, employment, and legal proceedings, has raised significant concerns about fairness, transparency, and accountability. High-profile cases, such as the racially biased COMPAS algorithm, highlight the potential societal risks of …
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Occupational gender bias in large language models : a multi-level analysis using the OccuBias Dataset
… that influence employment pathways, including AI-powered résumé screening platforms (e.g., HireVue and LinkedIn Recruiter) and interview preparation tools such as Google’s Interview Warmup. Although these systems are designed to improve efficiency and scalability, they are often trained on …
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Solutions to Passageways Detection in Natural Foliage with Biomimetic Sonar Robot
Numerous bats species have evolved biosonar to obtain information from their habitats with dense vegetation. Different from man-made sensors, such as stereo cameras and LiDAR, bats' biosonar has much lower spatial resolution and sampling rates. Their biosonar is capable of reliably finding narrow …
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The Role of Explainable Artificial Intelligence in Data Science [Il Ruolo dell'Intelligenza Artificiale Esplicabile nella Scienza dei Dati]
… dell'Intelligenza Artificiale Esplicabile (XAI), che include metodi specifici per modello e indipendenti dal modello. Questo comporta un'analisi dettagliata di tecniche come l'analisi dell'importanza delle caratteristiche, Local Interpretable Model-agnostic Explanations (LIME) e SHapley …