256 search results - page 1 / 52 » A Fully Distributed Framework for Cost-Sensitive Data Mining |
ICDCS
2002
IEEE
13 years 9 months ago
2002
IEEE
Data mining systems aim to discover patterns and extract useful information from facts recorded in databases. A widely adopted approach is to apply machine learning algorithms to ...
SDM
2009
SIAM
14 years 1 months ago
2009
SIAM
In active learning, one attempts to maximize classifier performance for a given number of labeled training points by allowing the active learning algorithm to choose which points...
SIGSOFT
2008
ACM
14 years 5 months ago
2008
ACM
Program specifications are important for many tasks during software design, development, and maintenance. Among these, temporal specifications are particularly useful. They expres...
ICML
2008
IEEE
14 years 5 months ago
2008
IEEE
In EM and related algorithms, E-step computations distribute easily, because data items are independent given parameters. For very large data sets, however, even storing all of th...
KDD
2009
ACM
14 years 4 months ago
2009
ACM
All Netflix Prize algorithms proposed so far are prohibitively costly for large-scale production systems. In this paper, we describe an efficient dataflow implementation of a coll...