568 search results - page 1 / 114 » Efficient Distribution Mining and Classification |
SDM
2008
SIAM
14 years 17 days ago
2008
SIAM
We define and solve the problem of "distribution classification", and, in general, "distribution mining". Given n distributions (i.e., clouds) of multi-dimensi...
IPPS
1998
IEEE
14 years 3 months ago
1998
IEEE
In this paper, we present ScalParC (Scalable Parallel Classifier), a new parallel formulation of a decision tree based classification process. Like other state-of-the-art decision...
KAIS
2008
13 years 11 months ago
2008
Classical data mining algorithms implicitly assume complete access to all data, either in centralized or federated form. However, privacy and security concerns often prevent sharin...
KDD
2004
ACM
14 years 11 months ago
2004
ACM
SDM
2008
SIAM
14 years 17 days ago
2008
SIAM
This paper offers a local distributed algorithm for multivariate regression in large peer-to-peer environments. The algorithm is designed for distributed inferencing, data compact...