Pinned Repositories
2-D-Particle-Swarm-based-feature-selection
Code of article 'A two-dimensional (2-D) learning framework for Particle Swarm based feature selection'
AAAI-2019-AFS
The code of the AAAI-19 paper "AFS: An Attention-based mechanism for Supervised Feature Selection".
Algorithm-Selection-for-Classification-Problems-via-Cluster-based-Meta-features
Algorithm Selection for Classification Problems via Cluster-based Meta-features (E-STaR 2017 and Continued Work)
autoencoder
个人练习,自编码器及其变形(理论+实践)
Binary-Hybrid-algorithm-of-particle-swarm-optimization-and-Grey-Wolf-optimizer
Al-Tashi, Q., Abdulkadir, S. J., Rais, H. M., Mirjalili, S., & Alhussian, H. (2019). Binary Optimization Using Hybrid Grey Wolf Optimization for Feature Selection. IEEE Access, 1–1. doi:10.1109/access.2019.2906757
boruta_py
Python implementations of the Boruta all-relevant feature selection method.
CBFS
The source code of my paper _A Hierarchical Feature Selection and Ranking Method in Network Intrusion Detection_.
cost_based_selection
Implementations of cost-based feature selection methods in Python
Cross-Domain-Sentiment-Analysis
Cross-Domain Sentiment Analysis Employing Different Feature Selection and Classification Techniques
CVFS_code
CVFS is a python program that employs a Cross-Validated Feature Selection (CVFS) algorithm for extracting the most related features for classification problems.
dengxiongshi's Repositories
dengxiongshi/scikit-feature
open-source feature selection repository in python
dengxiongshi/ReSamplingFCBF
ReSampling Feature Selection based on FCBF
dengxiongshi/weighted_knn_classification
Code for "Multiclass Classification via Class-Weighted Nearest Neighbors"
dengxiongshi/RReliefF
Python Implementation of RReliefF - a feature selection tools for regression problems
dengxiongshi/InfiniFeatureSelection
Feature selector inspired by "Generalized Distributed Monte Carlo Feature Selection for high dimensional problems." by Łukasz Król
dengxiongshi/mico
MICO: Mutual Information and Conic Optimization for feature selection
dengxiongshi/Feature-selection-study
Code for the study "Feature selection for the classification of fall-risk in older subjects: a combinational approach using static force-plate measurements"
dengxiongshi/TSFS
Deep Feature Selection using Teacher Student Network
dengxiongshi/Python-machine-learning-and-practice
Python3.7重新编写Python机器学习及实践——从零开始通往Kaagle竞赛之路
dengxiongshi/nltk_data
NLTK Data
dengxiongshi/autoencoder
个人练习,自编码器及其变形(理论+实践)
dengxiongshi/Feature-Selection
Features selector based on the self selected-algorithm, loss function and validation method
dengxiongshi/Dataset-class-weight-calculate
dengxiongshi/AAAI-2019-AFS
The code of the AAAI-19 paper "AFS: An Attention-based mechanism for Supervised Feature Selection".
dengxiongshi/FCBF
Houses implementation of the Fast Correlation-Based Filter (FCBF) feature selection method.
dengxiongshi/microarray-data
Microarray datasets in CSV tarballs for MATLAB and Python
dengxiongshi/flappybird
making flappy bird game with go and Korok
dengxiongshi/liteblog
轻量级博客
dengxiongshi/Selection-of-Ideal-Biometric-Features-Using-Machine-Learning
Repository for accompanying Research Paper by Subhrajyoti Pradhan and Carlos Leon
dengxiongshi/KDI-feature-selection
The repository contains codes for KDI feature selection method.
dengxiongshi/2-D-Particle-Swarm-based-feature-selection
Code of article 'A two-dimensional (2-D) learning framework for Particle Swarm based feature selection'
dengxiongshi/Algorithm-Selection-for-Classification-Problems-via-Cluster-based-Meta-features
Algorithm Selection for Classification Problems via Cluster-based Meta-features (E-STaR 2017 and Continued Work)
dengxiongshi/fuzzy-fs
A novel feature selection technique for text data based on clusters generated by the Fuzzy C-Means (FCM) algorithm
dengxiongshi/ensemble-feature-selection
Code and datasets for the (Lopez et. al, 2018) paper, currently under review.
dengxiongshi/Cross-Domain-Sentiment-Analysis
Cross-Domain Sentiment Analysis Employing Different Feature Selection and Classification Techniques
dengxiongshi/RFSE
RFSE: Random Feature Selection Ensemble.
dengxiongshi/ImbalancedMulticlass
dengxiongshi/makefriend
JAVAWeb
dengxiongshi/JAVAWeb
dengxiongshi/tracta_ml
Combined hyper-parameter optimization and feature selection for machine learning models using micro genetic algorithms