7150 search results - page 1032 / 1430 » Graph-Based Data Mining |
138
click to vote
ICDM
2005
IEEE
15 years 10 months ago
2005
IEEE
With the proliferation of extremely high-dimensional data, feature selection algorithms have become indispensable components of the learning process. Strangely, despite extensive ...
130
click to vote
IRI
2005
IEEE
15 years 10 months ago
2005
IEEE
In this paper, a framework for replacing missing values in a database is proposed since a real-world database is seldom complete. Good data quality in a database can directly impr...
118
click to vote
PAKDD
2005
ACM
15 years 10 months ago
2005
ACM
Because exploratory rule discovery works with data that is only a sample of the phenomena to be investigated, some resulting rules may appear interesting only by chance. Techniques...
135
click to vote
KDD
2004
ACM
15 years 9 months ago
2004
ACM
Like many purely data-driven machine learning methods, Support Vector Machine (SVM) classifiers are learned exclusively from the evidence presented in the training dataset; thus ...
140
click to vote
PAKDD
2004
ACM
15 years 9 months ago
2004
ACM
Abstract. Given a point query Q in multi-dimensional space, K-Nearest Neighbor (KNN) queries return the K closest answers in the database with respect to Q. In this scenario, it is...