1061 search results - page 83 / 213 » Massive Data Pre-Processing with a Cluster Based Approach |
135
click to vote
JLBS
2008
15 years 4 months ago
2008
In recent years, the large deployment of mobile devices has led to a massive increase in the volume of records of where people have been and when they were there. The analysis of t...
131
click to vote
ICPR
2006
IEEE
16 years 5 months ago
2006
IEEE
Finding a small set of representative instances for large datasets can bring various benefits to data mining practitioners so they can (1) build a learner superior to the one cons...
145
click to vote
CIDM
2007
IEEE
15 years 10 months ago
2007
IEEE
— In recent applications of clustering such as gene expression microarray analysis, collaborative filtering, and web mining, object similarity is no longer measured by physical ...
136
click to vote
IADIS
2008
15 years 5 months ago
2008
The major drawback of fuzzy data mining is that after applying fuzzy data mining on the quantitative data, the number of extracted fuzzy association rules is very huge. When many ...
268
click to vote
TKDE
2012
13 years 6 months ago
2012
—The pairwise constraints specifying whether a pair of samples should be grouped together or not have been successfully incorporated into the conventional clustering methods such...