614 search results - page 19 / 123 » Decision Trees for Uncertain Data |
182
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ILP
2003
Springer
15 years 11 months ago
2003
Springer
We describe an efficient implementation (MRDTL-2) of the Multi-relational decision tree learning (MRDTL) algorithm [23] which in turn was based on a proposal by Knobbe et al. [19] ...
156
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ISMIS
2005
Springer
16 years 1 days ago
2005
Springer
In this paper we propose an original approach to apply data mining algorithms, namely decision tree-based methods, taking into account not only the size of processed databases but ...
161
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CIKM
2001
Springer
15 years 10 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 ...
171
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KDD
1995
ACM
15 years 10 months ago
1995
ACM
Finding and removingoutliers is an important problem in data mining. Errors in large databases can be extremely common,so an important property of a data mining algorithm is robus...
194
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PAKDD
2007
ACM
16 years 19 days ago
2007
ACM
In this paper, we study the privacy-preserving decision tree building problem on vertically partitioned data. We made two contributions. First, we propose a novel hybrid approach, ...