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165
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PKDD
2007
Springer
15 years 11 months ago
2007
Springer
Machine learning research often has a large experimental component. While the experimental methodology employed in machine learning has improved much over the years, repeatability ...
163
Voted
SSPR
1998
Springer
15 years 9 months ago
1998
Springer
A novel method to improve the generalization performance of the Minimum Classification Error (MCE) / Generalized Probabilistic Descent (GPD) learning is proposed. The MCE/GPD learn...
137
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FECS
2007
15 years 7 months ago
2007
- The requirement for high standards of professionalism in graduating Computer Science and Information Technology students suggests the applicability of experiential learning. This...
158
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JMLR
2010
15 years 11 days ago
2010
Recent research has seen the proposal of several new inductive principles designed specifically to avoid the problems associated with maximum likelihood learning in models with in...
156
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VLDB
1997
ACM
15 years 9 months ago
1997
ACM
Huge masses of digital data about products, customers and competitors have become available for companies in the services sector. In order to exploit its inherent (and often hidde...