ZixiaoShen

Correlation-based-Feature-Selection

Implementation and test of CFS

Datasets

Implement the methods to load the datasets from the internet.

DGUFS-Dependence-Guided-Unsupervised-Feature-Selection

Implement the DGUFS method.

Infinite-Feature-Selection

Implement Infinite Feature Selection method using MATLAB.

Laplacian-Score-Feature-Selection

Implement Laplacian Score Feature Selection Method.

Mutual-Information-Feature-Selection

Implement Mutual Information Feature Selection method using MATLAB.

ReliefF-Feature-Selection

Implement ReliefF Feature Selection Method using Python

ReliefF-Feature-Selection-MATLAB

Implement ReliefF feature selection method using MATLAB.

scikit-feature

open-source feature selection repository in python

UDFS

UDFS feature selection algorithm: L2, 1-norm Regularized Discrimination Feature Selection for Unsupervised Learning

ZixiaoShen/Correlation-based-Feature-Selection

Implementation and test of CFS

ZixiaoShen/UDFS

UDFS feature selection algorithm: L2, 1-norm Regularized Discrimination Feature Selection for Unsupervised Learning

ZixiaoShen/Mutual-Information-Feature-Selection

Implement Mutual Information Feature Selection method using MATLAB.

ZixiaoShen/ReliefF-Feature-Selection

Implement ReliefF Feature Selection Method using Python

ZixiaoShen/ReliefF-Feature-Selection-MATLAB

Implement ReliefF feature selection method using MATLAB.

ZixiaoShen/Laplacian-Score-Feature-Selection

Implement Laplacian Score Feature Selection Method.

ZixiaoShen/Datasets

Implement the methods to load the datasets from the internet.

ZixiaoShen/DGUFS-Dependence-Guided-Unsupervised-Feature-Selection

Implement the DGUFS method.

ZixiaoShen/Infinite-Feature-Selection

Implement Infinite Feature Selection method using MATLAB.

ZixiaoShen/scikit-feature

open-source feature selection repository in python

ZixiaoShen/Chapter5_LUCID

Chapter5 presentation

ZixiaoShen/apollo

An open autonomous driving platform

ZixiaoShen/DeepLearningPython

Learn Deep Learning using Python.

ZixiaoShen/ECFS-Feature-Selection-via-Eigenvector-Centrality

Implement Eigenvector Centrality Feature Selection method.

ZixiaoShen/Feature-Selection-Methods-Application

Application of different feature selection methods

ZixiaoShen/feature_selection_GAAlgorithm

基于遗传算法的特征选择

ZixiaoShen/FeatureSelectionOnSyntheticData

Implement the existing feature selection methods using the synthetic datasets.

ZixiaoShen/FUZZ-IEEE-2019-Conference-Paper

Implement the code for FUZZ-IEEE 2019 conference paper

ZixiaoShen/IEEE2021_Chapter3

Draft for the conference paper on Chapter 3.

ZixiaoShen/Infinite-Latent-Feature-Selection

Implement ILFS method.

ZixiaoShen/Machine-Learning-Methods

Implement various machine learning methods.

ZixiaoShen/Performance-Comparison-of-Feature-Selection-Methods

Evaluate and compare the performance of various feature selection methods.

ZixiaoShen/Statistical-Visualization

Visualize the statistical data using Python.

ZixiaoShen/Test-fuzzycreator

test the fuzzycreator by Josie McCulloch from https://bitbucket.org/JosieMcCulloch/fuzzycreator/src/default/

ZixiaoShen/WeChat_Big_Data_Challenge

ZixiaoShen/Wrapper-Feature-Selection

Implement wrapper feature selection methods.