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KDD
2004
ACM
114views Data Mining» more  KDD 2004»
16 years 5 months ago
Mining the space of graph properties
Existing data mining algorithms on graphs look for nodes satisfying specific properties, such as specific notions of structural similarity or specific measures of link-based impor...
Glen Jeh, Jennifer Widom
DAARC
2009
Springer
220views Algorithms» more  DAARC 2009»
15 years 11 months ago
Coreference Resolution on Blogs and Commented News
We focus on automatic coreference resolution for blogs and news articles with user comments as part of a project on opinion mining. We aim to study the effect of the genre shift f...
Iris Hendrickx, Véronique Hoste
PKDD
2007
Springer
109views Data Mining» more  PKDD 2007»
15 years 11 months ago
Matching Partitions over Time to Reliably Capture Local Clusters in Noisy Domains
Abstract. When seeking for small clusters it is very intricate to distinguish between incidental agglomeration of noisy points and true local patterns. We present the PAMALOC algor...
Frank Höppner, Mirko Böttcher
ICDM
2006
IEEE
132views Data Mining» more  ICDM 2006»
15 years 10 months ago
Mining for Tree-Query Associations in a Graph
New applications of data mining, such as in biology, bioinformatics, or sociology, are faced with large datasets structured as graphs. We present an efficient algorithm for minin...
Eveline Hoekx, Jan Van den Bussche
GFKL
2005
Springer
82views Data Mining» more  GFKL 2005»
15 years 10 months ago
Robust Multivariate Methods: The Projection Pursuit Approach
Projection pursuit was originally introduced to identify structures in multivariate data clouds (Huber, 1985). The idea of projecting data to a lowdimensional subspace can also be ...
Peter Filzmoser, Sven Serneels, Christophe Croux, ...