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…
☆73Updated 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☆89Updated 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…☆263Updated 3 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
- LSTM by matlab☆56Updated 8 years ago
- MATLAB Code for abnormal detection using Support Vector Data Description (SVDD).☆81Updated 3 years ago
- 一些在振动信号重构中应用的稀疏重构算法☆42Updated 5 years ago
- Using Bayesian optimization to optimaze the network of CNN,which is used in fault diagnosis☆16Updated 3 years ago
- ☆22Updated 3 years ago
- Include BP / GA_SVM / GS_SVM / KNN / LDA / PCA / PSO_SVM☆29Updated 3 years ago
- MATLAB code for Relevance Vector Machine using SB2_Release_200.☆56Updated 3 years ago
- Matlab implementation of Extreme Learning Machine and variants☆33Updated 7 years ago
- ☆11Updated 6 months ago
- Feature Selection and Extraction☆19Updated 10 years ago
- Feature fusion using Discriminant Correlation Analysis (DCA)☆65Updated 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…☆26Updated 2 years ago
- Compressive Sensing using Sparse Dictionary Learning☆40Updated 6 years ago
- Feature selection: Minimal Redundancy and Maximal Relevance (mRMR)☆24Updated 10 years ago
- MATLAB implementations of Generative Adversarial Networks -- from GAN to Pixel2Pixel, CycleGAN☆210Updated 2 years ago
- This provides an MATLAB code implementation for the paper "Low-rank and Sparse Matrix Decomposition via the Truncated Nuclear Norm and a …☆31Updated 7 years ago
- Kernel PCA and Pre-Image Reconstruction☆18Updated 2 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…☆20Updated 4 years ago
- Matlab code of BMEMD (Bidimensional Multivariate Empirical Mode Decomposition).☆17Updated 6 years ago
- Use Hilbert-Huang Transform(EMD), MFCC, semi-supervised Rough Fuzzy Laplacian Eigenmap(SS-RFLE) to extract features of signals. Use FCM,…☆48Updated 7 years ago
- Multisignal Wavelet Transform Feature Extraction☆15Updated 5 years ago
- 利用最小二乘支持向量机进行分类器建模，改进鲸鱼算法（基于冯洛伊曼拓扑的鲸鱼算法）进行超参数寻优☆48Updated 5 years ago
- The codes的K-means，FCM，谱聚类，DBSCAN，AP（AffinityPropagation），DPC聚类算法比较☆160Updated 8 years ago
- 使用vmd算法对含有噪声的图像信号进行分解，去除掉噪声信号，将剩余信号合成，得到去噪声图像。分别使用alo、ao、ga、gwo、mpa、spo、woa算法对vmd算法中的参数进行优化，实现快速、准确的完成图像信号的分解。☆100Updated 2 years ago