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» Data Mining: Machine Learning, Statistics, and Databases
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CIKM
2005
Springer
15 years 7 months ago
Privacy leakage in multi-relational databases via pattern based semi-supervised learning
In multi-relational databases, a view, which is a context- and content-dependent subset of one or more tables (or other views), is often used to preserve privacy by hiding sensiti...
Hui Xiong, Michael Steinbach, Vipin Kumar
JCB
2002
87views more  JCB 2002»
15 years 1 months ago
The Repetitive Sequence Database and Mining Putative Regulatory Elements in Gene Promoter Regions
At least 43% of the human genome is occupied by repetitive elements. Moreover, around 51% of the rice genome is occupied by repetitive elements. The analysis of repetitive element...
Jorng-Tzong Horng, Hsien-Da Huang, Ming-Hui Jin, L...
KDD
2009
ACM
191views Data Mining» more  KDD 2009»
15 years 6 months ago
Improving data mining utility with projective sampling
Overall performance of the data mining process depends not just on the value of the induced knowledge but also on various costs of the process itself such as the cost of acquiring...
Mark Last
KYOTODL
2000
140views more  KYOTODL 2000»
15 years 2 months ago
Text Data Mining: Discovery of Important Keywords in the Cyberspace
This paper describes applications of the optimized pattern discover),framework to text and Webmining. In particular; we introduce a class of simple combinatorialpatterns over phra...
Hiroki Arimura, Jun-ichiro Abe, Hiroshi Sakamoto, ...
WEBDB
2009
Springer
115views Database» more  WEBDB 2009»
15 years 8 months ago
A Machine Learning Approach to Foreign Key Discovery
We study the problem of automatically discovering semantic associations between schema elements, namely foreign keys. This problem is important in all applications where data sets...
Alexandra Rostin, Oliver Albrecht, Jana Bauckmann,...