Abstract: One of the prominent challenges encountered in real-world data is an imbalance, characterized by unequal distribution of observations across different target classes, which complicates ...

Through his data-driven approach, Samuel delivered $2 million in incremental annual revenue — a remarkable 15% boost to the ...

When a federal court decertified a $20 billion class in In re Apple iPhone Antitrust Litigation in late October, it didn’t throw out a legal theory—it threw out a data model. Millions of iPhone users ...

Abstract: The effective extraction of expert knowledge is paramount for ensuring reliable results in decision support systems, especially considering the complexities inherent in decision-making and ...

Economists on Thursday warned that a big drop in November inflation had more to do with data challenges caused by the government shutdown than with actual changes in the economy. Unfortunately, those ...