Knowledge Discovery in Microbiology Data: Analysis of Antibiotic Resistance in Nosocomial Infections

Abstract

The goal of this paper is to address the currently serious problem of antibiotic resistance applying knowledge discovery techniques to real hospital data. In this paper we introduce our approach to that problem and the first results of our project aimed to perform exploratory analysis of microbiology data. While discussing preliminary findings we consider possible directions of further research.