203 search results - page 28 / 41 » Optimizing Data Transformations for Classification Tasks |
GECCO
2007
Springer
14 years 1 months ago
2007
Springer
The use of machine learning techniques to automatically analyse data for information is becoming increasingly widespread. In this paper we examine the use of Genetic Programming a...
CVPR
2012
IEEE
11 years 9 months ago
2012
IEEE
Visual domain adaptation addresses the problem of adapting the sample distribution of the source domain to the target domain, where the recognition task is intended but the data d...
CLOUD
2010
ACM
14 years 13 days ago
2010
ACM
We present a parallel data processor centered around a programming model of so called Parallelization Contracts (PACTs) and the scalable parallel execution engine Nephele [18]. Th...
TITB
2008
13 years 7 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...
KDD
2004
ACM
14 years 7 months ago
2004
ACM
Subspace learning approaches have attracted much attention in academia recently. However, the classical batch algorithms no longer satisfy the applications on streaming data or la...