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» Phenomenal Data Mining: From Data to Phenomena
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VLDB
1998
ACM
204views Database» more  VLDB 1998»
15 years 11 months ago
Clustering Categorical Data: An Approach Based on Dynamical Systems
Wedescribea novel approachfor clustering collectionsof sets,andits applicationto theanalysis and mining of categoricaldata. By "categorical data," we meantableswith fiel...
David Gibson, Jon M. Kleinberg, Prabhakar Raghavan
KDD
2009
ACM
168views Data Mining» more  KDD 2009»
16 years 7 months ago
Name-ethnicity classification from open sources
The problem of ethnicity identification from names has a variety of important applications, including biomedical research, demographic studies, and marketing. Here we report on th...
Anurag Ambekar, Charles B. Ward, Jahangir Mohammed...
SDM
2009
SIAM
143views Data Mining» more  SDM 2009»
16 years 3 months ago
Finding Representative Association Rules from Large Rule Collections.
One of the most well-studied problems in data mining is computing association rules from large transactional databases. Often, the rule collections extracted from existing datamin...
Warren L. Davis IV, Peter Schwarz, Evimaria Terzi
DAGSTUHL
2010
15 years 8 months ago
From Visualization to Visually Enabled Reasoning
Interactive Visualization has been used to study scientific phenomena, analyze data, visualize information, and to explore large amounts of multivariate data. It enables the human...
Joerg Meyer, Jim Thomas, Stephan Diehl, Brian Fish...
184
Voted
PKDD
2009
Springer
118views Data Mining» more  PKDD 2009»
16 years 1 months ago
Protein Identification from Tandem Mass Spectra with Probabilistic Language Modeling
This paper presents an interdisciplinary investigation of statistical information retrieval (IR) techniques for protein identification from tandem mass spectra, a challenging probl...
Yiming Yang, Abhay Harpale, Subramaniam Ganapathy