1599 search results - page 131 / 320 » Theoretical Frameworks for Data Mining |
KDD
1998
ACM
15 years 2 months ago
1998
ACM
Practical clustering algorithms require multiple data scans to achieve convergence. For large databases, these scans become prohibitively expensive. We present a scalable clusteri...
ICDM
2009
IEEE
15 years 4 months ago
2009
IEEE
This paper offers a local distributed algorithm for expectation maximization in large peer-to-peer environments. The algorithm can be used for a variety of well-known data mining...
SDM
2009
SIAM
15 years 7 months ago
2009
SIAM
In this paper, we propose GAD (General Activity Detection) for fast clustering on large scale data. Within this framework we design a set of algorithms for different scenarios: (...
MSR
2006
ACM
15 years 3 months ago
2006
ACM
In the current trend of software engineering, software systems are viewed as clusters of overlapping structures representing various concerns, covering heterogeneous artifacts lik...
KI
2002
Springer
14 years 9 months ago
2002
Springer
Both public and private organizations have been accumulating large volumes of electronically available text documents for the past years. However, to turn text archives into profi...