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» Meta-Prediction for Collective Classification
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JUCS
2008
130views more  JUCS 2008»
13 years 8 months ago
Feature Selection for the Classification of Large Document Collections
: Feature selection methods are often applied in the context of document classification. They are particularly important for processing large data sets that may contain millions of...
Janez Brank, Dunja Mladenic, Marko Grobelnik, Nata...
AAAI
2010
13 years 9 months ago
Active Inference for Collective Classification
Labeling nodes in a network is an important problem that has seen a growing interest. A number of methods that exploit both local and relational information have been developed fo...
Mustafa Bilgic, Lise Getoor
JIIS
2006
73views more  JIIS 2006»
13 years 8 months ago
Latent linkage semantic kernels for collective classification of link data
YongHong Tian, Tiejun Huang, Wen Gao
AUSAI
2006
Springer
13 years 12 months ago
Voting Massive Collections of Bayesian Network Classifiers for Data Streams
Abstract. We present a new method for voting exponential (in the number of attributes) size sets of Bayesian classifiers in polynomial time with polynomial memory requirements. Tra...
Remco R. Bouckaert
JAR
2010
139views more  JAR 2010»
13 years 3 months ago
Incremental Classification of Description Logics Ontologies
The development of ontologies involves continuous but relatively small modifications. However, existing ontology reasoners do not take advantage of the similarities between differe...
Bernardo Cuenca Grau, Christian Halaschek-Wiener, ...