4542 search results - page 101 / 909 » Unsupervised Feature Selection Using Feature Similarity |
163
click to vote
DOCENG
2006
ACM
15 years 11 months ago
2006
ACM
Category ranking provides a way to classify plain text documents into a pre-determined set of categories. This work proposes to have a look at typical document collections and ana...
120
click to vote
IROS
2006
IEEE
15 years 11 months ago
2006
IEEE
— In this paper, we introduce a new method to automatically detect useful landmarks for visual SLAM. A biologically motivated attention system detects regions of interest which ...
146
click to vote
IWANN
2005
Springer
15 years 10 months ago
2005
Springer
In this work, we suggest a new feature selection technique that lets us use the wrapper approach for finding a well suited feature set for distinguishing experiment classes in hig...
140
click to vote
ICML
2003
IEEE
16 years 5 months ago
2003
IEEE
Feature selection, as a preprocessing step to machine learning, has been effective in reducing dimensionality, removing irrelevant data, increasing learning accuracy, and improvin...
147
click to vote
CIARP
2004
Springer
15 years 10 months ago
2004
Springer
We present a method for extracting selectional preferences of verbs from unannotated text. These selectional preferences are linked to an ontology (e.g. the hypernym relations foun...