Xiaoyang-Rebecca / PatternRecognition_Matlab
Feature reduction projections and classifier models are learned by training dataset and applied to classify testing dataset. A few approaches of feature reduction have been compared in this paper: principle component analysis (PCA), linear discriminant analysis (LDA) and their kernel methods (KPCA,KLDA). Correspondingly, a few approaches of clas…
☆72Updated 3 years ago
Alternatives and similar repositories for PatternRecognition_Matlab:
Users that are interested in PatternRecognition_Matlab are comparing it to the libraries listed below
- ALOT dataset ,multi-class SVM,AdaBoost,K-SVD,LBP,HOG,Gabor☆24Updated 6 years ago
- Matlab implementation of Extreme Learning Machine and variants☆31Updated 6 years ago
- Regularized K-SVD Algorithm☆43Updated 7 years ago
- 使用遗传算法优化支持向量机/Optimization of support vector machine using genetic algorithm☆36Updated 2 years ago
- A MATLAB toolbox for classifier: Version 1.0.7☆85Updated 2 years ago
- LSTM by matlab☆53Updated 7 years ago
- Feature selection: Minimal Redundancy and Maximal Relevance (mRMR)☆22Updated 10 years ago
- Example code for how to write an SVM classifier in MATLAB☆31Updated 11 years ago
- Feature Selection and Extraction☆19Updated 9 years ago
- 利用LBP进行特征提取,SVM进行2分类器建模;利用滑动窗口实现目标检测☆11Updated 5 years ago
- Implementation from scratch of a CNN-LSTM network for language models. Useful features are extracted from the CNN layer below and then fe…☆21Updated last year
- ☆17Updated 6 years ago
- 用 MATLAB 实现深度学习网络中的 stacked auto-encoder:使用AE variant(de-noising / sparse / contractive AE)进行预训练,用BP算法进行微调☆42Updated 8 years ago
- Source codes for paper "Enhanced sparse period-group lasso for bearing fault diagnosis"☆19Updated 4 years ago
- Use Hilbert-Huang Transform(EMD), MFCC, semi-supervised Rough Fuzzy Laplacian Eigenmap(SS-RFLE) to extract features of signals. Use FCM,…☆45Updated 6 years ago
- MATLAB code for Relevance Vector Machine using SB2_Release_200.☆56Updated 2 years ago
- Matlab codes for support vector regression (SVR) and revelance vector regression (RVR) analysis with cross validation to evaluate the pre…☆21Updated 4 years ago
- Include BP / GA_SVM / GS_SVM / KNN / LDA / PCA / PSO_SVM☆28Updated 2 years ago
- CNN-LSTM☆11Updated 3 years ago
- 基于cnn和lstm的动作视频序列识别☆15Updated 6 years ago
- Multisignal Wavelet Transform Feature Extraction☆14Updated 4 years ago
- about how to use CNN with one dimensional signal☆29Updated 6 years ago
- This is a MATLAB project which can calculate EMD/EEMD☆77Updated 7 years ago
- 一些在振动信号重构中应用的稀疏重构算法☆40Updated 4 years ago
- Feature fusion using Discriminant Correlation Analysis (DCA)☆62Updated 4 years ago
- In our project we are proposing a real time de-noising algorithm for audio signals based on the Wavelet Transform. White noise is omnipre…☆15Updated 3 years ago