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NIPS
2004
13 years 8 months ago
Limits of Spectral Clustering
An important aspect of clustering algorithms is whether the partitions constructed on finite samples converge to a useful clustering of the whole data space as the sample size inc...
Ulrike von Luxburg, Olivier Bousquet, Mikhail Belk...
KDD
2005
ACM
145views Data Mining» more  KDD 2005»
14 years 7 months ago
Using and Learning Semantics in Frequent Subgraph Mining
The search for frequent subgraphs is becoming increasingly important in many application areas including Web mining and bioinformatics. Any use of graph structures in mining, howev...
Bettina Berendt
CGF
2008
203views more  CGF 2008»
13 years 7 months ago
Virtual Klingler Dissection: Putting Fibers into Context
Fiber tracking is a standard tool to estimate the course of major white matter tracts from diffusion tensor magnetic resonance imaging (DT-MRI) data. In this work, we aim at suppo...
Thomas Schultz, Natascha Sauber, Alfred Anwander, ...
SDM
2004
SIAM
165views Data Mining» more  SDM 2004»
13 years 8 months ago
Visualizing RFM Segmentation
Segmentation based on RFM (Recency, Frequency, and Monetary) has been used for over 50 years by direct marketers to target a subset of their customers, save mailing costs, and imp...
Ron Kohavi, Rajesh Parekh
NAR
2010
115views more  NAR 2010»
13 years 2 months ago
ChimerDB 2.0 - a knowledgebase for fusion genes updated
Chromosome translocations and gene fusions are frequent events in the human genome and have been found to cause diverse types of tumor. ChimerDB is a knowledgebase of fusion genes...
Pora Kim, Suhyeon Yoon, Namshin Kim, Sanghyun Lee,...