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172
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KDD
2004
ACM
16 years 17 hour ago
2004
ACM
Like many purely data-driven machine learning methods, Support Vector Machine (SVM) classifiers are learned exclusively from the evidence presented in the training dataset; thus ...
184
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ICDM
2002
IEEE
15 years 11 months ago
2002
IEEE
This paper describes a novel data mining approach that employs evolutionary programming to discover knowledge represented in Bayesian networks. There are two different approaches ...
210
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ILP
1999
Springer
15 years 11 months ago
1999
Springer
Most real-world data is heterogeneous and richly interconnected. Examples include the Web, hypertext, bibliometric data and social networks. In contrast, most statistical learning...
157
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KDD
1998
ACM
15 years 11 months ago
1998
ACM
This paper explores unexpected results that lie at the intersection of two common themes in the KDD community: large datasets and the goal of building compact models. Experiments ...
191
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ECTEL
2009
Springer
2009
Springer
The Influence of Coalition Formation on Idea Selection in Dispersed Teams: A Game Theoretic Approach
15 years 10 months ago
In an open innovation environment, organizational learning takes place by means of dispersed teams which expand their knowledge through collaborative idea generation. Research is o...