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 6 years ago
- Regularized K-SVD Algorithm☆46Updated 8 years ago
- A MATLAB toolbox for classifier: Version 1.0.7☆88Updated 2 years ago
- MATLAB Code for abnormal detection using Support Vector Data Description (SVDD).☆81Updated 3 years ago
- MATLAB code for dimensionality reduction, feature extraction, fault detection, and fault diagnosis using Kernel Principal Component Analy…☆253Updated 3 years ago
- ECG signal denoising using Ensemble Empirical Mode Decomposition and R peak detection (cardiac frequency) using Hilbert Transform.☆72Updated 6 years ago
- Feature fusion using Discriminant Correlation Analysis (DCA)☆65Updated 5 years ago
- ☆16Updated 7 years ago
- MATLAB code for Relevance Vector Machine using SB2_Release_200.☆56Updated 3 years ago
- Using Bayesian optimization to optimaze the network of CNN,which is used in fault diagnosis☆15Updated 3 years ago
- ☆21Updated 3 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
- 一些在振动信号重构中应用的稀疏重构算法☆41Updated 5 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
- This is a MATLAB project which can calculate EMD/EEMD☆87Updated 8 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…☆17Updated 4 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
- Feature selection: Minimal Redundancy and Maximal Relevance (mRMR)☆24Updated 10 years ago
- for de-noising☆33Updated 7 years ago
- Study Notes☆22Updated 4 years ago
- LSTM by matlab☆54Updated 7 years ago
- Feature Selection and Extraction☆19Updated 10 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☆41Updated 5 years ago
- Generalized Discriminant Analysis (GDA) - non-linear feature dimensionality reduction technique☆20Updated 9 years ago
- Source codes for paper "Enhanced sparse period-group lasso for bearing fault diagnosis"☆18Updated 5 years ago
- 经验模态分解☆13Updated 9 years ago
- Subband averaging kurtogram (SAK), incorporating with dual-tree complex wavelet packet transform (DTCWPT), to improve performance of the …☆11Updated 4 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
- A simple program to implement the Symplectic geometry mode decomposition (SGMD), including python and matlab versions.☆24Updated 2 years ago
- about how to use CNN with one dimensional signal☆29Updated 6 years ago