445 search results - page 28 / 89 » Classifying model-theoretic properties |
SIGKDD
2002
13 years 9 months ago
2002
Genomics data has many properties that make it different from "typical" relational data. The presence of multi-valued attributes as well as the large number of null valu...
ICIC
2009
Springer
13 years 7 months ago
2009
Springer
In this paper we present a study on the Random Forest (RF) family of ensemble methods. From our point of view, a "classical" RF induction process presents two main drawba...
ECCV
2002
Springer
14 years 11 months ago
2002
Springer
In this paper we discuss the issues that need to be resolved before fully automated outdoor surveillance systems can be developed, and present solutions to some of these problems. ...
ICIP
2000
IEEE
14 years 11 months ago
2000
IEEE
In this paper we propose a new statistical model for SAR images. According to this model, the SAR image amplitude follows a product of Rayleigh and Bessel functions. We derive the...
ICML
2005
IEEE
14 years 10 months ago
2005
IEEE
Properties of ensemble classification can be studied using the framework of Monte Carlo stochastic algorithms. Within this framework it is also possible to define a new ensemble c...