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» Modeling Relational Data as Graphs for Mining
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ICDM
2009
IEEE
183views Data Mining» more  ICDM 2009»
15 years 2 months ago
Multirelational Topic Models
In this paper we propose the multirelational topic model (MRTM) for multiple types of link modeling such as citation and coauthor links in document networks. In the citation networ...
Jia Zeng, William K. Cheung, Chun-hung Li, Jiming ...
IDMS
1998
Springer
122views Multimedia» more  IDMS 1998»
15 years 8 months ago
Object Graphs as Pivotal Representations for Hypermedia
This position paper advocates a possible bridging of multiple heterogeneous formats and interfaces for hypermedia data and metadata. Rather than one more text, bit-stream or proced...
Marc Brelot, Gilles Privat
KDD
2009
ACM
152views Data Mining» more  KDD 2009»
16 years 5 months ago
A multi-relational approach to spatial classification
Spatial classification is the task of learning models to predict class labels based on the features of entities as well as the spatial relationships to other entities and their fe...
Richard Frank, Martin Ester, Arno Knobbe
ICDM
2008
IEEE
102views Data Mining» more  ICDM 2008»
15 years 11 months ago
A Non-parametric Semi-supervised Discretization Method
Semi-supervised classification methods aim to exploit labelled and unlabelled examples to train a predictive model. Most of these approaches make assumptions on the distribution ...
Alexis Bondu, Marc Boullé, Vincent Lemaire,...
CIKM
2005
Springer
15 years 10 months ago
Concept-based interactive query expansion
Despite the recent advances in search quality, the fast increase in the size of the Web collection has introduced new challenges for Web ranking algorithms. In fact, there are sti...
Bruno M. Fonseca, Paulo Braz Golgher, Bruno P&ocir...