Xiaoyang-Rebecca / PatternRecognition_MatlabLinks
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 4 years ago
Alternatives and similar repositories for PatternRecognition_Matlab
Users that are interested in PatternRecognition_Matlab are comparing it to the libraries listed below
Sorting:
- ALOT dataset ,multi-class SVM,AdaBoost,K-SVD,LBP,HOG,Gabor☆24Updated 7 years ago
- Regularized K-SVD Algorithm☆49Updated 8 years ago
- A MATLAB toolbox for classifier: Version 1.0.7☆88Updated 2 years ago
- ECG signal denoising using Ensemble Empirical Mode Decomposition and R peak detection (cardiac frequency) using Hilbert Transform.☆72Updated 6 years ago
- MATLAB code for dimensionality reduction, feature extraction, fault detection, and fault diagnosis using Kernel Principal Component Analy…☆255Updated 3 years ago
- Kernel PCA and Pre-Image Reconstruction☆17Updated 2 years ago
- 使用遗传算法优化支持向量机/Optimization of support vector machine using genetic algorithm☆38Updated 3 years ago
- MATLAB Code for abnormal detection using Support Vector Data Description (SVDD).☆81Updated 3 years ago
- Feature fusion using Discriminant Correlation Analysis (DCA)☆65Updated 5 years ago
- Feature selection: Minimal Redundancy and Maximal Relevance (mRMR)☆24Updated 10 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
- MATLAB code for Relevance Vector Machine using SB2_Release_200.☆56Updated 3 years ago
- Include BP / GA_SVM / GS_SVM / KNN / LDA / PCA / PSO_SVM☆29Updated 3 years ago
- Feature Selection and Extraction☆19Updated 10 years ago
- Using Bayesian optimization to optimaze the network of CNN,which is used in fault diagnosis☆15Updated 3 years ago
- Matlab codes for support vector regression (SVR) and revelance vector regression (RVR) analysis with cross validation to evaluate the pre…☆23Updated 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…☆24Updated 2 years ago
- ☆16Updated 7 years ago
- LSTM by matlab☆56Updated 7 years ago
- MATLAB implementations of Generative Adversarial Networks -- from GAN to Pixel2Pixel, CycleGAN☆205Updated 2 years ago
- Matlab implementation of Extreme Learning Machine and variants☆32Updated 7 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☆43Updated 9 years ago
- Matlab code of BMEMD (Bidimensional Multivariate Empirical Mode Decomposition).☆17Updated 6 years ago
- Scripts for the paper: 2DPCA with L1-norm for simultaneously robust and sparse modelling.☆17Updated 5 years ago
- This provides an MATLAB code implementation for the paper "Low-rank and Sparse Matrix Decomposition via the Truncated Nuclear Norm and a …☆30Updated 7 years ago
- Multisignal Wavelet Transform Feature Extraction☆14Updated 5 years ago
- The codes的K-means，FCM，谱聚类，DBSCAN，AP（AffinityPropagation），DPC聚类算法比较☆156Updated 7 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…☆19Updated 4 years ago
- Ensemble Learning Toolbox☆17Updated 5 years ago
- This is a MATLAB project which can calculate EMD/EEMD☆87Updated 8 years ago