7387 search results - page 1443 / 1478 » Knowledge-based data mining |
128
Voted
SIAMMAX
2010
14 years 8 months ago
2010
Linear Discriminant Analysis (LDA) is one of the most popular approaches for feature extraction and dimension reduction to overcome the curse of the dimensionality of the high-dime...
146
click to vote
JMLR
2012
13 years 4 months ago
2012
Metric and kernel learning arise in several machine learning applications. However, most existing metric learning algorithms are limited to learning metrics over low-dimensional d...
128
click to vote
CVPR
2008
IEEE
16 years 3 months ago
2008
IEEE
Pairwise constraints specify whether or not two samples should be in one cluster. Although it has been successful to incorporate them into traditional clustering methods, such as ...
229
click to vote
ICDE
2009
IEEE
16 years 3 months ago
2009
IEEE
Reverse nearest neighbor (RNN) queries have a broad application base such as decision support, profile-based marketing, resource allocation, data mining, etc. Previous work on RNN ...
213
Voted
GIS
2008
ACM
16 years 3 months ago
2008
ACM
Co-location pattern discovery is to find classes of spatial objects that are frequently located together. For example, if two categories of businesses often locate together, they ...