2596 search results - page 119 / 520 » Classes and clusters in data analysis |
ESANN
2003
14 years 11 months ago
2003
Abstract. Application of neural networks for real world object recognition suffers from the need to acquire large quantities of labelled image data. We propose a solution that acq...
CIBCB
2007
IEEE
15 years 2 months ago
2007
IEEE
Gene regulatory network model is the most widely used mechanism to model and predict the behavior of living organisms. Network Component Analysis (NCA) as an emerging issue for unc...
VL
2007
IEEE
15 years 4 months ago
2007
IEEE
We are currently investigating what types of end user personas (or homogeneous groups in the population) exist and what works for or hinders each in end-user debugging. These pers...
ICPR
2008
IEEE
15 years 4 months ago
2008
IEEE
This paper presents a new learning approach for pattern classification applications involving imbalanced data sets. In this approach, a clustering technique is employed to resamp...
ICDM
2003
IEEE
15 years 3 months ago
2003
IEEE
Clustering is the process of grouping a set of objects into classes of similar objects. Because of unknownness of the hidden patterns in the data sets, the definition of similari...