Canonical Correlation Analysis for Analyzing Sequences of Medical Billing Codes

no code implementations • 1 Dec 2016 • Corinne L. Jones, Sham M. Kakade, Lucas W. Thornblade, David R. Flum, Abraham D. Flaxman

We propose using canonical correlation analysis (CCA) to generate features from sequences of medical billing codes.

Towards a relation extraction framework for cyber-security concepts

1 code implementation • 16 Apr 2015 • Corinne L. Jones, Robert A. Bridges, Kelly Huffer, John Goodall

In order to assist security analysts in obtaining information pertaining to their network, such as novel vulnerabilities, exploits, or patches, information retrieval methods tailored to the security domain are needed.

Active Learning Information Retrieval +3

Automatic Labeling for Entity Extraction in Cyber Security

3 code implementations • 22 Aug 2013 • Robert A. Bridges, Corinne L. Jones, Michael D. Iannacone, Kelly M. Testa, John R. Goodall

Timely analysis of cyber-security information necessitates automated information extraction from unstructured text.

Entity Extraction using GAN