878 search results - page 35 / 176 » Modeling Relational Data as Graphs for Mining |
150
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PKDD
2009
Springer
15 years 10 months ago
2009
Springer
Probabilistic relational models are an efficient way to learn and represent the dynamics in realistic environments consisting of many objects. Autonomous intelligent agents that gr...
129
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ICML
2007
IEEE
16 years 5 months ago
2007
IEEE
Relational data appear frequently in many machine learning applications. Relational data consist of the pairwise relations (similarities or dissimilarities) between each pair of i...
144
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PKDD
2000
Springer
15 years 7 months ago
2000
Springer
A common form of prior knowledge in economic modelling concerns the monotonicity of relations between the dependent and explanatory variables. Monotonicity may also be an important...
173
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PVLDB
2008
15 years 2 months ago
2008
Keyword search on graph structured data has attracted a lot of attention in recent years. Graphs are a natural "lowest common denominator" representation which can combi...
147
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KDD
2009
ACM
16 years 4 months ago
2009
ACM
Our dynamic graph-based relational mining approach has been developed to learn structural patterns in biological networks as they change over time. The analysis of dynamic network...