Feature Selection by Eigenvector Centrality
A selection of recent state of the art "feature ranking and selection" methods for Matlab.
BibTex
------------------------------------------------------------------------
@InProceedings{RoffoICCV15,
author={G. Roffo and S. Melzi and M. Cristani},
booktitle={2015 IEEE International Conference on Computer Vision (ICCV)},
title={Infinite Feature Selection},
year={2015},
pages={4202-4210},
keywords={feature extraction;image classification;image filtering;matrix algebra;object recognition;Inf-FS;classification setting;feature learning strategy;filter-based feature selection;infinite feature selection;matrices;object recognition;Benchmark testing;Convergence;Feature extraction;Joining processes;Object recognition;Redundancy;Standards},
doi={10.1109/ICCV.2015.478},
month={Dec}}
------------------------------------------------------------------------
Cite As
Giorgio (2024). Feature Selection by Eigenvector Centrality (https://www.mathworks.com/matlabcentral/fileexchange/54764-feature-selection-by-eigenvector-centrality), MATLAB Central File Exchange. Retrieved .
MATLAB Release Compatibility
Platform Compatibility
Windows macOS LinuxCategories
Tags
Acknowledgements
Inspired by: Infinite Feature Selection, Feature Selection Library
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!Discover Live Editor
Create scripts with code, output, and formatted text in a single executable document.
ECFS2016/
ECFS2016/lib/
ECFS2016/lib/@algorithm/
ECFS2016/lib/@data/
ECFS2016/lib/@distance/
ECFS2016/lib/@fisher/
ECFS2016/lib/@kernel/
ECFS2016/lib/@l0/
ECFS2016/lib/@loss/
ECFS2016/lib/@rfe/
ECFS2016/lib/@svm/
ECFS2016/methods/
Version | Published | Release Notes | |
---|---|---|---|
4.1.0.0 | + documentation |
||
3.9.0.0 | [1] InfFS
|
||
3.0.0.0 | - Added new method: Features Selection via Eigenvector Centrality (ECFS) 2016
|
||
2.2.0.0 | Added 9 more feature selection methods from recent literature (2016) |
||
1.6.0.0 | http://www.mathworks.com/matlabcentral/fileexchange/56815-feature-selection-library |
||
1.5.0.0 | Demo file Added |