52 search results - page 1 / 11 » SQL Database Primitives for Decision Tree Classifiers |
CIKM
2001
Springer
14 years 8 months ago
2001
Springer
Scalable data mining in large databases is one of today's challenges to database technologies. Thus, substantial effort is dedicated to a tight coupling of database and data ...
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ICDE
1999
IEEE
15 years 6 months ago
1999
IEEE
We identify data-intensive operations that are common to classifiers and develop a middleware that decomposes and schedules these operations efficiently using a backend SQL databa...
ICIP
1999
IEEE
15 years 6 months ago
1999
IEEE
We address a new perceptual grouping algorithmfor aerial images, which employs a decision tree classifier and hierarchical multilevel grouping strategy an a bottom-up fashion. In ...
RSCTC
2000
Springer
14 years 8 months ago
2000
Springer
The main task in decision tree construction algorithms is to find the "best partition" of the set of objects. In this paper, we investigate the problem of optimal binary ...
ICDM
2009
IEEE
14 years 2 months ago
2009
IEEE
In this paper, we study the problem of constructing private classifiers using decision trees, within the framework of differential privacy. We first construct privacy-preserving ID...