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KDD
2007
ACM
210views Data Mining» more  KDD 2007»
16 years 24 days ago
Machine learning for stock selection
In this paper, we propose a new method called Prototype Ranking (PR) designed for the stock selection problem. PR takes into account the huge size of real-world stock data and app...
Robert J. Yan, Charles X. Ling
191
Voted
OTM
2005
Springer
16 years 4 days ago
Multidimensional RDF
RDF has been proposed by W3C as a metadata model and language for representing information about resources in WWW. In this paper we introduce Multidimensional RDF (or MRDF), as an ...
Manolis Gergatsoulis, Pantelis Lilis
ICDM
2007
IEEE
118views Data Mining» more  ICDM 2007»
16 years 1 months ago
Subgraph Support in a Single Large Graph
—Defining the support (or frequency) of a subgraph is trivial when a database of graphs is given: it is simply the number of graphs in the database that contain the subgraph. Ho...
Mathias Fiedler, Christian Borgelt
155
Voted
GBRPR
2007
Springer
16 years 25 days ago
A Quadratic Programming Approach to the Graph Edit Distance Problem
In this paper we propose a quadratic programming approach to computing the edit distance of graphs. Whereas the standard edit distance is defined with respect to a minimum-cost ed...
Michel Neuhaus, Horst Bunke
ICDM
2006
IEEE
81views Data Mining» more  ICDM 2006»
16 years 21 days ago
Full Perfect Extension Pruning for Frequent Graph Mining
Mining graph databases for frequent subgraphs has recently developed into an area of intensive research. Its main goals are to reduce the execution time of the existing basic algo...
Christian Borgelt, Thorsten Meinl