384 search results - page 1 / 77 » An Examination of Experimental Methodology for Classifiers o... |
ICDM
2007
IEEE
13 years 11 months ago
2007
IEEE
Experimental methodology for evaluating classification algorithms in relational (i.e., networked) data is complicated by dependencies between related data instances. We survey the...
TITB
2008
13 years 4 months ago
2008
Episode creation is the task of classifying medical events and related clinical data to high-level concepts, such as diseases. Challenges in episode creation result in part because...
ICDM
2009
IEEE
13 years 2 months ago
2009
IEEE
Recently a number of modeling techniques have been developed for data mining and machine learning in relational and network domains where the instances are not independent and ide...
JCP
2008
13 years 4 months ago
2008
We examine the relationship between human motion and emotions. With recent improvement of sensing technologies, although precise human motion can be measured, the amount of data gr...
ICDM
2003
IEEE
13 years 10 months ago
2003
IEEE
In this paper we present the Relational Bayesian Classifier (RBC), a modification of the Simple Bayesian Classifier (SBC) for relational data. There exist several Bayesian classif...