7378 search results - page 293 / 1476 » Introduction to Machine Learning |
181
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ECML
2006
Springer
15 years 10 months ago
2006
Springer
This paper studies the PAC and agnostic PAC learnability of some standard function classes in the learning in higher-order logic setting introduced by Lloyd et al. In particular, i...
178
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ICMLA
2009
15 years 4 months ago
2009
Abstract--Feature selection is an important challenge in machine learning. Unfortunately, most methods for automating feature selection are designed for supervised learning tasks a...
164
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VLSID
2007
IEEE
16 years 29 days ago
2007
IEEE
In recent years, research and development in the field of machine learning and classification techniques have gained paramount importance. The future generation of intelligent e...
207
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ML
2010
ACM
15 years 5 months ago
2010
ACM
Abstract The tensor kernel has been used across the machine learning literature for a number of purposes and applications, due to its ability to incorporate samples from multiple s...
188
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ICMLA
2009
2009
Improving Clinical Relevance in Ensemble Support Vector Machine Models of Radiation Pneumonitis Risk
15 years 4 months ago
Patients undergoing thoracic radiation therapy can develop radiation pneumonitis (RP), a potentially fatal inflammation of the lungs. Support vector machines (SVMs), a statistical...