232 search results - page 16 / 47 » Learning relational dependency networks in hybrid domains |
127
Voted
AAAI
2011
14 years 19 days ago
2011
We present a method for dependency grammar induction that utilizes sparse annotations of semantic relations. This induction set-up is attractive because such annotations provide u...
101
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HICSS
2008
IEEE
15 years 7 months ago
2008
IEEE
Many peer-to-peer (P2P) networks have been widely used for file sharing. A peer acts both as a content provider and a consumer, and is granted autonomy to decide what content, wit...
102
Voted
ICML
2010
IEEE
15 years 1 months ago
2010
IEEE
We introduce a novel active learning algorithm for classification of network data. In this setting, training instances are connected by a set of links to form a network, the label...
153
Voted
IDA
2008
Springer
15 years 21 days ago
2008
Springer
Currently statistical and artificial neural network methods dominate in data mining applications. Alternative relational (symbolic) data mining methods have shown their effectivene...
109
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ML
2006
ACM
15 years 17 days ago
2006
ACM
We propose a simple approach to combining first-order logic and probabilistic graphical models in a single representation. A Markov logic network (MLN) is a first-order knowledge b...