734 search results - page 76 / 147 » A New Indexing Method for High Dimensional Dataset |
157
Voted
ADBIS
2007
Springer
15 years 4 months ago
2007
Springer
Classification based on k-nearest neighbors (kNN classification) is one of the most widely used classification methods. The number k of nearest neighbors used for achieving a high ...
90
Voted
ICML
2010
IEEE
15 years 1 months ago
2010
IEEE
Local Coordinate Coding (LCC), introduced in (Yu et al., 2009), is a high dimensional nonlinear learning method that explicitly takes advantage of the geometric structure of the d...
87
Voted
WWW
2002
ACM
16 years 1 months ago
2002
ACM
A large fraction of the useful web comprises of specification documents that largely consist of hattribute name, numeric valuei pairs embedded in text. Examples include product in...
98
Voted
ICML
2007
IEEE
16 years 1 months ago
2007
IEEE
We address feature selection problems for classification of small samples and high dimensionality. A practical example is microarray-based cancer classification problems, where sa...
128
Voted
CCIA
2005
Springer
15 years 2 months ago
2005
Springer
Abstract. This paper presents a new feature selection method and an outliers detection algorithm. The presented method is based on using a genetic algorithm combined with a problem...