100 search results - page 14 / 20 » Adapting SVM Classifiers to Data with Shifted Distributions |
EMNLP
2010
13 years 7 months ago
2010
In this paper, we introduce a method that automatically builds text classifiers in a new language by training on already labeled data in another language. Our method transfers the...
KDD
2004
ACM
14 years 9 months ago
2004
ACM
Essentially all data mining algorithms assume that the datagenerating process is independent of the data miner's activities. However, in many domains, including spam detectio...
ARCS
2006
Springer
14 years 24 days ago
2006
Springer
Abstract. We present a GUI-based C++ toolbox that allows for building distributed, multi-modal context recognition systems by plugging together reusable, parameterizable components...
IPPS
1999
IEEE
14 years 1 months ago
1999
IEEE
The automatic construction of classi ers programs able to correctly classify data collected from the real world is one of the major problems in pattern recognition and in a wide ar...
KDD
2006
ACM
14 years 9 months ago
2006
ACM
This paper presents a novel Second Order Cone Programming (SOCP) formulation for large scale binary classification tasks. Assuming that the class conditional densities are mixture...