Projects

GUARDIAN

GUARDIAN™ is a real-time, scalable, extensible, automated, knowledge-based syndromic surveillance system that monitors emergency department (ED) patient data for diseases of interest.

Colleague

Colleague is an interactive, web-based, expert-collaborative machine learning system designed to mimic interactions between experts within a field.

EOV

EOV (Ensemble Of Voters) is a data mining application that is optimized for classification tasks. It implements an ensemble of voting decision stumps and a naïve Bayesian network.

SELDI Filter

SELDI Filter is an interactive system that integrates with the Ciphergen ProteinChip™ software that researchers are using to collect the SELDI data, supports interactive analysis of the data using a variety of machine learning algorithms, and presents the analysis results in either Microsoft Word(tm) or Microsoft PowerPoint(tm) for ease of integration into papers and presentations.