frank0532 / KPCA
Illustrate and code both PCA and KPCA.
☆8Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for KPCA
- Feature reduction projections and classifier models are learned by training dataset and applied to classify testing dataset. A few approa…☆71Updated 3 years ago
- using WGAN to generate fault bearing vibration signals☆50Updated 6 years ago
- ☆33Updated 4 years ago
- Source codes for paper "Hierarchical hyper-Laplacian prior for weak fault feature enhancement"☆9Updated 4 years ago
- Feature selection: Minimal Redundancy and Maximal Relevance (mRMR)☆21Updated 9 years ago
- MATLAB Code for abnormal detection using Support Vector Data Description (SVDD).☆78Updated 2 years ago
- Source codes for paper "Enhanced sparse period-group lasso for bearing fault diagnosis"☆19Updated 4 years ago
- Subband averaging kurtogram (SAK), incorporating with dual-tree complex wavelet packet transform (DTCWPT), to improve performance of the …☆13Updated 3 years ago
- (ICCV'17) When Unsupervised Domain Adaptation Meets Tensor Representations☆55Updated 7 years ago
- Multivariate Multiscale Dispersion Entropy of Biomedical Times Series☆16Updated 2 years ago
- Feature fusion using Discriminant Correlation Analysis (DCA)☆62Updated 4 years ago
- Deep Autoencoder with Extreme Learning Machines☆13Updated 3 years ago
- 利用深度学习自编码器进行故障诊断的程序☆11Updated 6 years ago
- MATLAB code for dimensionality reduction, feature extraction, fault detection, and fault diagnosis using Kernel Principal Component Analy…☆235Updated 2 years ago
- Try to realize the algorithm "support tensor machine"☆13Updated 2 years ago
- MATLAB Implementation of SMOTE related algorithms☆30Updated 4 months ago
- Study Notes☆22Updated 3 years ago
- Used as transfer learning deep learning toolbox for matlab☆12Updated 9 years ago
- ☆17Updated 6 years ago
- Tensorflow implementation of "Deep sparse representation-based classification"☆44Updated 5 years ago
- The code of Joint Learning CNN for Vibration Signal Denoising and Bearing Fault Diagnosis under Unknown Noise Condition.☆21Updated 3 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☆41Updated 8 years ago
- Deep neural network aided canonical correlation analysis (DNN-CCA) in Tensorflow and Keras☆10Updated 3 years ago
- 基于LabVIEW，可由故障齿轮箱振动信号生成时域图、频谱图、倒频谱图和包络谱图☆11Updated 4 years ago
- TensorFlow implementation of a CNN based mechanical science paper☆45Updated 6 years ago
- Using Bayesian optimization to optimaze the network of CNN,which is used in fault diagnosis☆12Updated 2 years ago
- ALOT dataset ,multi-class SVM,AdaBoost,K-SVD,LBP,HOG,Gabor☆24Updated 6 years ago
- ☆10Updated 5 years ago