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» Context-Based Classification for Link Data
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JIIS
2006
73views more  JIIS 2006»
13 years 4 months ago
Latent linkage semantic kernels for collective classification of link data
YongHong Tian, Tiejun Huang, Wen Gao
ICDM
2007
IEEE
151views Data Mining» more  ICDM 2007»
13 years 8 months ago
Combining Collective Classification and Link Prediction
The problems of object classification (labeling the nodes of a graph) and link prediction (predicting the links in a graph) have been largely studied independently. Commonly, obje...
Mustafa Bilgic, Galileo Namata, Lise Getoor
KDD
2007
ACM
198views Data Mining» more  KDD 2007»
14 years 5 months ago
Applying Link-Based Classification to Label Blogs
In analyzing data from social and communication networks, we encounter the problem of classifying objects where there is an explicit link structure amongst the objects. We study t...
Smriti Bhagat, Graham Cormode, Irina Rozenbaum
EJIVP
2010
107views more  EJIVP 2010»
12 years 11 months ago
Unsupervised Action Classification Using Space-Time Link Analysis
Abstract--In this paper we address the problem of unsupervised discovery of action classes in video data. Different from all existing methods thus far proposed for this task, we pr...
Haowei Liu, Rogerio Feris, Volker Krüger, Min...
ADMA
2006
Springer
143views Data Mining» more  ADMA 2006»
13 years 8 months ago
Robust Collective Classification with Contextual Dependency Network Models
Abstract. In order to exploit the dependencies in relational data to improve predictions, relational classification models often need to make simultaneous statistical judgments abo...
YongHong Tian, Tiejun Huang, Wen Gao