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» Feature Selection with Adjustable Criteria
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ICPR
2010
IEEE
13 years 5 months ago
Fast Odometry Integration in Local Bundle Adjustment-Based Visual SLAM
The Simultaneous Localisation And Mapping (SLAM) for a camera moving in a scene is a long term research problem. Here we improve a recent visual SLAM which applies Local Bundle Ad...
Alexandre Eudes, Maxime Lhuillier, Sylvie Naudet-C...
ICS
2003
Tsinghua U.
13 years 10 months ago
Selecting long atomic traces for high coverage
This paper performs a comprehensive investigation of dynamic selection for long atomic traces. It introduces a classification of trace selection methods and discusses existing and...
Roni Rosner, Micha Moffie, Yiannakis Sazeides, Ron...
CSIE
2009
IEEE
14 years 4 days ago
Evaluating Clustering Algorithms: Cluster Quality and Feature Selection in Content-Based Image Clustering
The paper presents an evaluation of four clustering algorithms: k-means, average linkage, complete linkage, and Ward’s method, with the latter three being different hierarchical...
Mesfin Sileshi, Björn Gambäck
ICDM
2002
IEEE
448views Data Mining» more  ICDM 2002»
13 years 10 months ago
Feature Selection Algorithms: A Survey and Experimental Evaluation
In view of the substantial number of existing feature selection algorithms, the need arises to count on criteria that enables to adequately decide which algorithm to use in certai...
Luis Carlos Molina, Lluís Belanche, À...
ALMOB
2007
133views more  ALMOB 2007»
13 years 5 months ago
Characteristics of predictor sets found using differential prioritization
Background: Feature selection plays an undeniably important role in classification problems involving high dimensional datasets such as microarray datasets. For filter-based featu...
Chia Huey Ooi, Madhu Chetty, Shyh Wei Teng