Výsledky vyhledávání - "Gaudio, Daniel"

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LLMClean: Context-Aware Tabular Data Cleaning via LLM-Generated OFDs

Autor: Biester, Fabian, Abdelaal, Mohamed, Del Gaudio, Daniel

Machine learning's influence is expanding rapidly, now integral to decision-making processes from corporate strategy to the advancements in Industry 4.0. The efficacy of Artificial Intelligence broadly hinges on the caliber of data used during its tr

Externí odkaz: http://arxiv.org/abs/2404.18681

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RTClean: Context-aware Tabular Data Cleaning using Real-time OFDs

Autor: Del Gaudio, Daniel, Schubert, Tim, Abdelaal, Mohamed

Nowadays, machine learning plays a key role in developing plenty of applications, e.g., smart homes, smart medical assistance, and autonomous driving. A major challenge of these applications is preserving high quality of the training and the serving

Externí odkaz: http://arxiv.org/abs/2302.04726

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