1006 search results - page 143 / 202 » A Case Study for Learning from Imbalanced Data Sets |
COLT
2001
Springer
14 years 2 months ago
2001
Springer
In this paper we study a paradigm to generalize online classification algorithms for binary classification problems to multiclass problems. The particular hypotheses we investig...
ICCS
2007
Springer
14 years 4 months ago
2007
Springer
Abstract. Many knowledge representation mechanisms consist of linkbased structures; they may be studied formally by means of unordered trees. Here we consider the case where labels...
IJCSA
2007
13 years 10 months ago
2007
This article presents experiences in the automation of a testing process. The main goal is the unified testing of not only one program, but a whole family of programs. The family ...
ICASSP
2011
IEEE
13 years 1 months ago
2011
IEEE
A new method is presented for integration of audio and visual information in multiple target tracking applications. The proposed approach uses a Bayesian filtering formulation an...
MP
2002
13 years 9 months ago
2002
Abstract. Robust Optimization (RO) is a modeling methodology, combined with computational tools, to process optimization problems in which the data are uncertain and is only known ...