Abstract. We describe work aimed at cost-constrained knowledge discovery in the biomedical domain. To improve the diagnostic/prognostic models of cancer, new biomarkers are studied...
The general approach for automatically driving data collection using information from previously acquired data is called active learning. Traditional active learning addresses the...