7150 search results - page 872 / 1430 » Graph-Based Data Mining |
295
Voted
PRL
2011
14 years 9 months ago
2011
Benchmarking pattern recognition, machine learning and data mining methods commonly relies on real-world data sets. However, there are some disadvantages in using real-world data....
299
click to vote
ICDE
2009
IEEE
16 years 8 months ago
2009
IEEE
Abstract-- Data uncertainty is common in real-world applications due to various causes, including imprecise measurement, network latency, outdated sources and sampling errors. Thes...
186
Voted
SDM
2009
SIAM
16 years 3 months ago
2009
SIAM
Most datasets in real applications come in from multiple sources. As a result, we often have attributes information about data objects and various pairwise relations (similarity) ...
183
click to vote
ISIPTA
2005
IEEE
16 years 9 days ago
2005
IEEE
This paper addresses the following question: how should we update our beliefs after observing some incomplete data, in order to make credible predictions about new, and possibly i...
185
Voted
APPT
2005
Springer
16 years 8 days ago
2005
Springer
Identifying the patterns of large data sets is a key requirement in data mining. A powerful technique for this purpose is the principal component analysis (PCA). PCA-based clusteri...