2111 search results - page 203 / 423 » An Approach to Software Testing of Machine Learning Applicat... |
124
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MLDM
2005
Springer
15 years 9 months ago
2005
Springer
Assessing the similarity between objects is a prerequisite for many data mining techniques. This paper introduces a novel approach to learn distance functions that maximizes the c...
127
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ICML
2006
IEEE
16 years 4 months ago
2006
IEEE
In many applications, unlabelled examples are inexpensive and easy to obtain. Semisupervised approaches try to utilise such examples to reduce the predictive error. In this paper,...
149
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ICML
2001
IEEE
16 years 4 months ago
2001
IEEE
We report on the successful application of feature selection methods to a classification problem in molecular biology involving only 72 data points in a 7130 dimensional space. Ou...
132
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ECML
2006
Springer
15 years 7 months ago
2006
Springer
Recently, stability-based techniques have emerged as a very promising solution to the problem of cluster validation. An inherent drawback of these approaches is the computational c...
146
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SAC
2006
ACM
15 years 4 months ago
2006
ACM
Upcoming ubiquitous computing systems are required to operate in dynamic, diverse, unverified, and unpredictable operating environment. The OSGi (Open Service Gateway initiative) ...