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163
Voted
SLSFS
2005
Springer
15 years 10 months ago
2005
Springer
Random projection is a simple technique that has had a number of applications in algorithm design. In the context of machine learning, it can provide insight into questions such as...
152
Voted
ALT
2005
Springer
16 years 1 months ago
2005
Springer
In language learning, strong relationships between Gold-style models and query models have recently been observed: in some quite general setting Gold-style learners can be replaced...
119
Voted
ACSAC
2005
IEEE
15 years 10 months ago
2005
IEEE
Honeyd [14] is a popular tool developed by Niels Provos that offers a simple way to emulate services offered by several machines on a single PC. It is a so called low interaction ...
161
Voted
ECAI
2010
Springer
15 years 6 months ago
2010
Springer
Abstract. Learning in the context of constraint solving is a technique by which previously unknown constraints are uncovered during search and used to speed up subsequent search. R...
133
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ECML
2003
Springer
15 years 10 months ago
2003
Springer
In traditional multi-instance (MI) learning, a single positive instance in a bag produces a positive class label. Hence, the learner knows how the bag’s class label depends on th...