Same as CSCA 5512Same as CSCA 5512 Specialization: Data Mining Foundations and Practice Instructor: Dr. Qin (Christine) Lv, Associate Professor of Computer Science Prior knowledge needed: Familiarity ...

Courses Data Mining Pipeline Data Mining Methods Data Mining Projects This specialization can be taken for academic credit as part of CU Boulder’s MS in Data Science or MS in Computer Science degrees ...

Data mining and knowledge discovery represent an integrative process through which large, complex and heterogeneous datasets are transformed into actionable insights.

This article discusses statistical and data mining methods used in credit scoring, highlighting their applications and effectiveness in evaluating credit risk.

Alongside text-based large language models (LLMs), including ChatGPT in industrial fields, GNN (Graph Neural Network)-based graph AI models that analyze unstructured data such as financial ...

The results indicated that the use of data mining methods may combine multiple sources of information about test takers ' performance, which may lead to higher detection rate over traditional item ...