4085 search results - page 227 / 817 » Benchmarking Data Mining Algorithms |
116
Voted
KDD
2004
ACM
16 years 4 months ago
2004
ACM
The paper presents a method for pruning frequent itemsets based on background knowledge represented by a Bayesian network. The interestingness of an itemset is defined as the abso...
125
Voted
ICDM
2009
IEEE
15 years 10 months ago
2009
IEEE
—We describe an efficient algorithm for releasing a provably private estimate of the degree distribution of a network. The algorithm satisfies a rigorous property of differenti...
157
Voted
DMIN
2009
15 years 1 months ago
2009
- This short paper compares the performance of three popular decision tree algorithms: C4.5, C5.0, and WEKA's J48. These decision tree algorithms are all related in that C5.0 ...
166
Voted
GRC
2010
IEEE
15 years 4 months ago
2010
IEEE
Abstract--Sequential pattern mining is a crucial but challenging task in many applications, e.g., analyzing the behaviors of data in transactions and discovering frequent patterns ...
129
Voted
ISI
2005
Springer
15 years 9 months ago
2005
Springer
Association rule mining is an important data analysis tool that can be applied with success to a variety of domains. However, most association rule mining algorithms seek to discov...