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» Phenomenal Data Mining: From Data to Phenomena
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AUSDM
2006
Springer
97views Data Mining» more  AUSDM 2006»
15 years 5 months ago
Tracking the Changes of Dynamic Web Pages in the Existence of URL Rewriting
Crawlers in a knowledge management system need to collect and archive documents from websites, and also track the change status of these documents. However, the existence of URL r...
Ping-Jer Yeh, Jie-Tsung Li, Shyan-Ming Yuan
KDD
2000
ACM
110views Data Mining» more  KDD 2000»
15 years 5 months ago
An empirical analysis of techniques for constructing and searching k-dimensional trees
Affordable, fast computers with large memories have lessened the demand for program efficiency, but applications such as browsing and searching very large databases often have rat...
Douglas A. Talbert, Douglas H. Fisher
142
Voted
SDM
2010
SIAM
213views Data Mining» more  SDM 2010»
15 years 3 months ago
Spectral Analysis of Signed Graphs for Clustering, Prediction and Visualization
We study the application of spectral clustering, prediction and visualization methods to graphs with negatively weighted edges. We show that several characteristic matrices of gra...
Jérôme Kunegis, Stephan Schmidt, Andr...
SDM
2007
SIAM
81views Data Mining» more  SDM 2007»
15 years 3 months ago
A PAC Bound for Approximate Support Vector Machines
We study a class of algorithms that speed up the training process of support vector machines (SVMs) by returning an approximate SVM. We focus on algorithms that reduce the size of...
Dongwei Cao, Daniel Boley
KDID
2003
119views Database» more  KDID 2003»
15 years 3 months ago
Generalized Version Space Trees
We introduce generalized version space trees, a novel data structure that serves as a condensed representation in inductive databases for graph mining. Generalized version space tr...
Ulrich Rückert, Stefan Kramer