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» Unsupervised Feature Selection Using Feature Similarity
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GIS
2009
ACM
14 years 23 days ago
Classification of raster maps for automatic feature extraction
Raster maps are widely available and contain useful geographic features such as labels and road lines. To extract the geographic features, most research work relies on a manual st...
Yao-Yi Chiang, Craig A. Knoblock
BMCBI
2010
131views more  BMCBI 2010»
13 years 9 months ago
FACT: Functional annotation transfer between proteins with similar feature architectures
Background: The increasing number of sequenced genomes provides the basis for exploring the genetic and functional diversity within the tree of life. Only a tiny fraction of the e...
Tina Koestler, Arndt von Haeseler, Ingo Ebersberge...
ISMIR
2004
Springer
108views Music» more  ISMIR 2004»
14 years 2 months ago
Comparison Of Features For DP-Matching Based Query-by-Humming System
In this paper, we compared three kinds of similarity measures for DP-matching based query-by-humming music retrieval experiments. First, a DP matching-based algorithm is formulate...
Akinori Ito, Sung-Phil Heo, Motoyuki Suzuki, Shozo...
KDD
1995
ACM
133views Data Mining» more  KDD 1995»
14 years 13 days ago
Feature Subset Selection Using the Wrapper Method: Overfitting and Dynamic Search Space Topology
In the wrapperapproachto feature subset selection, a searchfor an optimalset of features is madeusingthe induction algorithm as a black box. Theestimated future performanceof the ...
Ron Kohavi, Dan Sommerfield
AGILE
2008
Springer
120views GIS» more  AGILE 2008»
14 years 3 months ago
A Study on the Cognitive Plausibility of SIM-DL Similarity Rankings for Geographic Feature Types
The SIM-DL theory has been developed to enable similarity measurement between concept specifications using description logics. It thus closes the gap between similarity theories f...
Krzysztof Janowicz, Carsten Keßler, Ilija Pa...