4085 search results - page 353 / 817 » Benchmarking Data Mining Algorithms |
145
click to vote
PAKDD
2000
ACM
15 years 8 months ago
2000
ACM
The objective of data reduction is to obtain a compact representation of a large data set to facilitate repeated use of non-redundant information with complex and slow learning alg...
182
Voted
KDD
2008
ACM
16 years 5 months ago
2008
ACM
The advent of social network sites in the last years seems to be a trend that will likely continue. What naive technology users may not realize is that the information they provide...
132
click to vote
KDD
2005
ACM
16 years 5 months ago
2005
ACM
Clustering is the problem of identifying the distribution of patterns and intrinsic correlations in large data sets by partitioning the data points into similarity classes. This p...
136
Voted
KDD
2009
ACM
15 years 11 months ago
2009
ACM
For categorical data there does not exist any similarity measure which is as straight forward and general as the numerical distance between numerical items. Due to this it is ofte...
153
click to vote
KDD
2006
ACM
16 years 5 months ago
2006
ACM
Motivation: In the field of bioinformatics there is an emerging need to integrate all knowledge discovery steps into a standardized modular framework. Indeed, component-based deve...