Automated, Unsupervised, and Auto-parameterized Inference of Data Patterns and Anomaly Detection

Q Qin, H Li, E Merlo, M Lamothe - arxiv preprint arxiv:2412.05240, 2024 - arxiv.org
With the advent of data-centric and machine learning (ML) systems, data quality is playing
an increasingly critical role in ensuring the overall quality of software systems. Data …

Understanding the Challenges of Data Management in the AI Application Development

J Li, Y Zhang, K Xu, T Wang… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
With the development of AI model ecology pioneered by the large language models, data
plays a more important and diversified role than the traditional one. In recent years, data …