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» Generating Synthetic Data to Match Data Mining Patterns
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PAKDD
2009
ACM
225views Data Mining» more  PAKDD 2009»
14 years 2 months ago
Accurate Synthetic Generation of Realistic Personal Information
A large proportion of the massive amounts of data that are being collected by many organisations today is about people, and often contains identifying information like names, addre...
Peter Christen, Agus Pudjijono
KDD
2000
ACM
78views Data Mining» more  KDD 2000»
14 years 1 months ago
Depth first generation of long patterns
Ramesh C. Agarwal, Charu C. Aggarwal, V. V. V. Pra...
PRL
2011
13 years 18 days ago
A Bayes-true data generator for evaluation of supervised and unsupervised learning methods
Benchmarking pattern recognition, machine learning and data mining methods commonly relies on real-world data sets. However, there are some disadvantages in using real-world data....
Janick V. Frasch, Aleksander Lodwich, Faisal Shafa...
ICDM
2009
IEEE
108views Data Mining» more  ICDM 2009»
14 years 4 months ago
RING: An Integrated Method for Frequent Representative Subgraph Mining
—We propose a novel representative based subgraph mining model. A series of standards and methods are proposed to select invariants. Patterns are mapped into invariant vectors in...
Shijie Zhang, Jiong Yang, Shirong Li
SDM
2008
SIAM
125views Data Mining» more  SDM 2008»
13 years 11 months ago
Mining and Ranking Generators of Sequential Patterns
Sequential pattern mining first proposed by Agrawal and Srikant has received intensive research due to its wide range applicability in many real-life domains. Various improvements...
David Lo, Siau-Cheng Khoo, Jinyan Li