scholarly journals Data Visualization with Simultaneous Feature Selection

2006 ◽  
Author(s):  
Dharmesh M. Maniyar ◽  
Ian T. Nabney
Keyword(s):  
Feature Selection ◽  
Data Visualization

scholarly journals Data Visualization and Feature Selection Methods in Gel-based Proteomics

2014 ◽  
Vol 15 (1) ◽  
pp. 4-22 ◽  
Author(s):  
Tome Silva ◽  
Nadege Richard ◽  
Jorge Dias ◽  
Pedro Rodrigues
Keyword(s):  
Feature Selection ◽  
Data Visualization ◽  
Selection Methods

scholarly journals R package for animal behaviour classification from accelerometer data - rabc

2020 ◽  
Author(s):  
Hui Yu ◽  
Marcel Klaassen
Keyword(s):  
Feature Selection ◽  
Data Visualization ◽  
R Package ◽  
Animal Behaviour ◽  
Accelerometer Data ◽  
Raw Data ◽  
Ciconia Ciconia ◽  
Model Training ◽  
Feature Calculation ◽  
Feature Visualization

Increasingly animal behaviour studies are enhanced through the use of accelerometry. To allow translation of raw accelerometer data to animal behaviours requires the development of classifiers. Here, we present the “rabc” package to assist researchers with the interactive development of such animal-behaviour classifiers based on datasets consisting out of accelerometer data with their corresponding animal behaviours. Using an accelerometer and a corresponding behavioural dataset collected on white stork (Ciconia ciconia), we illustrate the workflow of this package, including raw data visualization, feature calculation, feature selection, feature visualization, extreme gradient boost model training, validation, and, finally, a demonstration of the behaviour classification results.

Feature Selection Strategies and Perceptual Expertise in Configuration Search Tasks

2011 ◽  
Author(s):  
Lindsey M. Kitchell ◽  
Francisco J. Parada ◽  
Brandi L. Emerick ◽  
Tom A. Busey
Keyword(s):  
Feature Selection ◽  
Perceptual Expertise ◽  
Search Tasks ◽  
Selection Strategies
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