1577 search results - page 114 / 316 » Data Mining: Machine Learning, Statistics, and Databases |
140
Voted
KDD
2009
ACM
16 years 4 months ago
2009
ACM
We present a new approach to large-scale graph mining based on so-called backbone refinement classes. The method efficiently mines tree-shaped subgraph descriptors under minimum f...
140
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SIGMOD
2004
ACM
16 years 3 months ago
2004
ACM
The rich dependency structure found in the columns of real-world relational databases can be exploited to great advantage, but can also cause query optimizers--which usually assum...
138
Voted
ISSRE
2007
IEEE
15 years 5 months ago
2007
IEEE
This paper describes a study performed in an industrial setting that attempts to build predictive models to identify parts of a Java system with a high probability of fault. The s...
228
Voted
SIGMOD
2005
ACM
16 years 3 months ago
2005
ACM
We present algorithms for fast quantile and frequency estimation in large data streams using graphics processor units (GPUs). We exploit the high computational power and memory ba...
129
Voted
SIGKDD
2010
14 years 10 months ago
2010
This paper suggests a framework for mining subjectively interesting pattern sets that is based on two components: (1) the encoding of prior information in a model for the data min...