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
- A MATLAB toolbox for classifier: Version 1.0.7☆86Updated 2 years ago
- Matlab implementation of Extreme Learning Machine and variants☆31Updated 6 years ago
- Regularized K-SVD Algorithm☆45Updated 7 years ago
- Feature selection: Minimal Redundancy and Maximal Relevance (mRMR)☆23Updated 10 years ago
- Ensemble Learning Toolbox☆16Updated 4 years ago
- 使用遗传算法优化支持向量机/Optimization of support vector machine using genetic algorithm☆37Updated 3 years ago
- Feature Selection and Extraction☆19Updated 9 years ago
- Example code for how to write an SVM classifier in MATLAB☆31Updated 11 years ago
- “Detecting an object in an area based on the command given through speech using MFCC and HMM for Speech \& HOG and SVM for Image as Featu…☆12Updated 8 years ago
- Used as transfer learning deep learning toolbox for matlab☆13Updated 9 years ago
- Multisignal Wavelet Transform Feature Extraction☆14Updated 5 years ago
- Feature fusion using Discriminant Correlation Analysis (DCA)☆63Updated 5 years ago
- 使用libsvm进行分类☆17Updated 5 years ago
- Generalized Discriminant Analysis (GDA) - non-linear feature dimensionality reduction technique☆19Updated 8 years ago
- MATLAB code for Relevance Vector Machine using SB2_Release_200.☆56Updated 3 years ago
- Using CNN features, SVM classifier and Transfer Learning☆12Updated 9 years ago
- Here is my implementation of Support Vector Machine (SVM) & Transductive SVM (TSVM) using MATLAB.☆27Updated 6 years ago
- Matlab codes for support vector regression (SVR) and revelance vector regression (RVR) analysis with cross validation to evaluate the pre…☆22Updated 4 years ago
- Emotion Recognition using PSO and SVM☆15Updated 3 years ago
- Include BP / GA_SVM / GS_SVM / KNN / LDA / PCA / PSO_SVM☆28Updated 3 years ago
- Intrusion Detection is a technique to identify the abnormal behavior of system due to attack. The unusual behavior of the environment is …☆27Updated 7 years ago
- Experiments on creating an SVM that can perform multi-class classification☆40Updated 10 years ago
- 宽度学习 Broad Learning System MATLAB 代码 / 寬度學習Broad Learning System MATLAB代碼(1):MNIST實踐☆15Updated 5 years ago
- ☆16Updated 7 years ago
- Linear Discriminant Analysis based on Matlab☆18Updated 8 years ago
- Application of Whale Optimization Algorithm (WOA) in the feature selection tasks.☆27Updated 3 years ago
- 基于cnn和lstm的动作视频序列识别☆15Updated 6 years ago
- 稀疏表示分类器应用于高光谱图像分类的MATLAB代码实现。仿真论文地址如下:☆45Updated 10 years ago
- Subband averaging kurtogram (SAK), incorporating with dual-tree complex wavelet packet transform (DTCWPT), to improve performance of the …☆12Updated 3 years ago