7053 search results - page 709 / 1411 » Data Mining of Multi-categorized Data |
197
click to vote
KDD
1998
ACM
15 years 11 months ago
1998
ACM
For a wide variety of classification algorithms, scalability to large databases can be achieved by observing that most algorithms are driven by a set of sufficient statistics that...
181
click to vote
KDD
1998
ACM
15 years 11 months ago
1998
ACM
"Oneperson's noise is another person's signal." For manyapplications, including the detection of credit card frauds and the monitoringof criminal activities in...
208
click to vote
ICCS
2007
Springer
15 years 11 months ago
2007
Springer
Common techniques tackling the task of classification in data mining employ ansatz functions associated to training data points to fit the data as well as possible. Instead, the fe...
183
click to vote
SDM
2010
SIAM
15 years 9 months ago
2010
SIAM
The dimensionality reduction problem has been widely studied in the database literature because of its application for concise data representation in a variety of database applica...
191
click to vote
SDM
2008
SIAM
15 years 9 months ago
2008
SIAM
The Universum data, defined as a collection of "nonexamples" that do not belong to any class of interest, have been shown to encode some prior knowledge by representing ...