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» A Pattern Based Data Mining Approach
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DMKD
2000
ACM
165views Data Mining» more  DMKD 2000»
15 years 11 months ago
On Mining Web Access Logs
The proliferation of information on the world wide web has made the personalization of this information space a necessity. One possible approach to web personalization is to mine ...
Anupam Joshi, Raghu Krishnapuram
ICPR
2006
IEEE
16 years 7 months ago
Graph-based transformation manifolds for invariant pattern recognition with kernel methods
We present here an approach for applying the technique of modeling data transformation manifolds for invariant learning with kernel methods. The approach is based on building a ke...
Alexei Pozdnoukhov, Samy Bengio
SDM
2003
SIAM
120views Data Mining» more  SDM 2003»
15 years 7 months ago
Estimation of Topological Dimension
We present two extensions of the algorithm by Broomhead et al [2] which is based on the idea that singular values that scale linearly with the radius of the data ball can be explo...
Douglas R. Hundley, Michael J. Kirby
ERSHOV
2006
Springer
15 years 10 months ago
A Versioning and Evolution Framework for RDF Knowledge Bases
We present an approach to support the evolution of online, distributed, reusable, and extendable ontologies based on the RDF data model. The approach works on the basis of atomic c...
Sören Auer, Heinrich Herre
KDD
1999
ACM
185views Data Mining» more  KDD 1999»
15 years 10 months ago
Visual Classification: An Interactive Approach to Decision Tree Construction
Satisfying the basic requirements of accuracy and understandability of a classifier, decision tree classifiers have become very popular. Instead of constructing the decision tree ...
Mihael Ankerst, Christian Elsen, Martin Ester, Han...