sechidis / 2018-MLJ-Semi-supervised-feature-selectionLinks
Matlab code of the paper "Simple Strategies for Semi-Supervised Feature Selection", published in Machine Learning Journal
☆27Updated 7 years ago
Alternatives and similar repositories for 2018-MLJ-Semi-supervised-feature-selection
Users that are interested in 2018-MLJ-Semi-supervised-feature-selection are comparing it to the libraries listed below
Sorting:
- [INTERSPEECH 2012] Feature Selection in High-Dimensional Classification☆19Updated 10 years ago
- A MATLAB/OCTAVE library for Multi-Label Classification☆35Updated 6 years ago
- Manifold Regularized Discriminative Feature Selection for Multi-label Learning (PR'19)☆19Updated 5 years ago
- Our implementations of the Multi-class Imbalance learning algorithms (for the KBS paper)☆46Updated 6 years ago
- An unsupervised feature selection algorithm with adaptive structure learning. This paper has been published as a research paper in KDD 20…☆43Updated 7 years ago
- Infinite Feature Selection: a Graph-based Feature Filtering Approach☆43Updated last year
- Scalable Semi-Supervised Learning by Efficient Anchor Graph Regularization☆13Updated 7 years ago
- Feature selection: Minimal Redundancy and Maximal Relevance (mRMR)☆24Updated 10 years ago
- Minimum redundancy maximum relevance feature selection approach for temporal gene expression data.☆11Updated 7 years ago
- Several state-of-the-art fuzzy clustering algorithms, including Fuzzy c-means clustering, fuzzy subspace clustering and maximum entropy c…☆33Updated 5 years ago
- This repository contains the source code for four oversampling methods that I wrote in MATLAB: 1) SMOTE 2) Borderline SMOTE 3) Safe Level…☆36Updated 9 years ago
- Spectral Clustering for Complex Graphs☆39Updated 11 years ago
- Wrappers and implementations of several domain adaptation / transfer learning / semi-supervised learning algorithms☆172Updated 9 years ago
- Matlab codes for Semi-Supervised Shapelets Learning☆17Updated 8 years ago
- ☆17Updated 9 years ago
- A Multi-Kernel domain adaptation method for unsupervised transfer learning on cross-source and cross-region remote sensing data classifi…☆12Updated 5 years ago
- FR-TSVM☆12Updated 7 years ago
- Bagging, boosting and random forests in Matlab☆25Updated 10 years ago
- Scripts for the paper: 2DPCA with L1-norm for simultaneously robust and sparse modelling.☆17Updated 5 years ago
- MatLab implementation of W-QEISS, F-QEISS and W-MOSS: three algorithms for the selection of (quasi) equally informative subsets☆30Updated 2 years ago
- Feature Selection and Extraction☆19Updated 10 years ago
- Dynamic Graph-Based Label Propagation for Density Peaks Clustering☆44Updated 2 years ago
- Online Semi-supervised Learning + Online Heterogeneous Transfer Learning☆29Updated 10 years ago
- Feature Extraction via Multi-view Non-negative Matrix Factorization with Local Graph Regularization.☆22Updated 10 years ago
- ☆16Updated 12 years ago
- Implementation of the SimpleMKL algorithm (multiple kernel SVM)☆20Updated 10 years ago
- MATLAB code for semi-supervised learning based on positive-unlabeled learning☆11Updated 7 years ago
- A novel Sparse-Coding Based Approach Feature Selection with emphasizing joint l_1,2-norm minimization and the Class-Specific Feature Sele…☆16Updated 5 years ago
- Weighted LSSVM for regression☆38Updated 6 years ago
- Ensemble Learning Toolbox☆17Updated 5 years ago