1813 search results - page 32 / 363 » Instance Pruning Techniques |
ECML
2007
Springer
15 years 6 months ago
2007
Springer
We describe a novel framework for class noise mitigation that assigns a vector of class membership probabilities to each training instance, and uses the confidence on the current ...
ER
2004
Springer
15 years 5 months ago
2004
Springer
Abstract. Deploying process-driven information systems is a time-consuming and error-prone task. Process mining attempts to improve this by automatically generating a process model...
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HAIS
2010
Springer
14 years 9 months ago
2010
Springer
In this article, we describe a feature selection algorithm which can automatically find relevant features for multiple instance learning. Multiple instance learning is considered a...
IPPS
1998
IEEE
15 years 4 months ago
1998
IEEE
Abstract. The degree of locality of a program re ects the level of temporal and spatial concentration of related data and computations. Locality optimization can speed up programs ...
AAIM
2010
Springer
15 years 3 months ago
2010
Springer
Abstract. This paper presents an iterative, highly parallelizable approach to find good tours for very large instances of the Euclidian version of the well-known Traveling Salesma...