Abstract: To leverage the advantages of LLM in addressing challenges in the Text-to-SQL task, we present XiYan-SQL, an innovative framework effectively generating and utilizing multiple SQL candidates ...

hetida designer is a scalable, production analytics engine for Python Data Science with a focus on timeseries data. It manages (versioning, lifecycle), exposes (Rest, Kafka) and runs Python Data ...

The ultra-long ONT sequencing technology benefits metagenomic profiling with high alignment specificity. Yet, its high sequencing error per read remains a hurdle to ...

This paper explores the evolving landscape of data security in artificial intelligence (AI) environments and provides practical guidance aligned with the Cloud Security Alliance (CSA) AI Controls ...

1 Independent Researcher, Atlanta, GA, USA. 2 Alumni, Nanyang Technological University, Singapore City, Singapore. As digital financial ecosystems expand in scale, complexity, and global reach, ...

1 Faculty of Science, Ontario Tech University, Oshawa, Canada. 2 Faculty of Business and IT, Ontario Tech University, Oshawa, Canada. 3 Legion Development Group, Oshawa, Canada. This study presents a ...

Abstract: Random forests (RFs) are recognized as one type of ensemble learning method and are effective for the most classification and regression tasks. Despite their impressive empirical performance ...