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CORR
2011
Springer
229views Education» more  CORR 2011»
13 years 3 months ago
"Improved FCM algorithm for Clustering on Web Usage Mining"
In this paper we present clustering method is very sensitive to the initial center values ,requirements on the data set too high, and cannot handle noisy data the proposal method ...
K. Suresh
SIGMOD
2000
ACM
212views Database» more  SIGMOD 2000»
14 years 26 days ago
SQLEM: Fast Clustering in SQL using the EM Algorithm
Clustering is one of the most important tasks performed in Data Mining applications. This paper presents an e cient SQL implementation of the EM algorithm to perform clustering in...
Carlos Ordonez, Paul Cereghini
PKDD
2007
Springer
85views Data Mining» more  PKDD 2007»
14 years 2 months ago
Flexible Grid-Based Clustering
Marc-Ismaël Akodjènou-Jeannin, Kav&eac...
IPPS
2003
IEEE
14 years 1 months ago
Parallel ROLAP Data Cube Construction On Shared-Nothing Multiprocessors
The pre-computation of data cubes is critical to improving the response time of On-Line Analytical Processing (OLAP) systems and can be instrumental in accelerating data mining tas...
Ying Chen, Frank K. H. A. Dehne, Todd Eavis, Andre...
KDD
2009
ACM
208views Data Mining» more  KDD 2009»
14 years 9 months ago
A principled and flexible framework for finding alternative clusterings
The aim of data mining is to find novel and actionable insights in data. However, most algorithms typically just find a single (possibly non-novel/actionable) interpretation of th...
Zijie Qi, Ian Davidson