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…
☆73Jun 23, 2021Updated 5 years ago
Alternatives and similar repositories for PatternRecognition_Matlab
Users that are interested in PatternRecognition_Matlab are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Example code for how to write an SVM classifier in MATLAB☆31Jun 21, 2013Updated 13 years ago
- Paddy Leaf Disease Detection Using SVM Classifier - Matlab Code☆28Dec 3, 2018Updated 7 years ago
- Linear Discriminant Analysis based on Matlab☆18Aug 28, 2016Updated 9 years ago
- Matlab Code☆10Jan 22, 2016Updated 10 years ago
- Our denoising method MWPT-IHHI module and related figures were produced using the MATLAB. MWPT-IHHI (the denoising method by combining a …☆16Mar 20, 2019Updated 7 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- This repo contains an illustration of the use of kernel support vector machine for hyperspectral image classifiication as well as a compa…☆24Dec 12, 2017Updated 8 years ago
- It contains some of the novel feature selection algorithms I've developed☆13May 21, 2021Updated 5 years ago
- kernel partial least squares for feature selection☆17Aug 15, 2018Updated 7 years ago
- Implementation of paper<Joint Feature Selection and Subspace Learning for Cross-Modal Retrieval>☆17Dec 14, 2017Updated 8 years ago
- Scene recognition using multiple feature extractors (tiny-images, D-SIFT, BoVW, PHoW) and different classifiers (KNN, SVM).☆22Feb 28, 2015Updated 11 years ago
- Recognize traffic sign using Histogram of Oriented Gradients (HOG) and Colorspace based features. Support Vector Machines (SVM) is used f…☆15May 23, 2019Updated 7 years ago
- AG2E: A novel adaptive graph based multi-label learning framework for multi-label annotation, image retrieval, and other applications.☆22Oct 15, 2019Updated 6 years ago
- A Benchmark Model Simulator for Process Control and Monitoring☆12May 11, 2026Updated 2 months ago
- ☆16Apr 20, 2017Updated 9 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [ECAI] DA-Mamba: Domain Adaptive Hybrid Mamba-Transformer Based One-Stage Object Detection☆17May 6, 2025Updated last year
- Face classification based on sparse representation☆26Mar 21, 2019Updated 7 years ago
- ☆11Jul 11, 2018Updated 8 years ago
- Classification of Hyperspectral Remote Sensing Images Based on Convolutional Neural Network☆21Apr 9, 2019Updated 7 years ago
- EEG decoding demo by different decoding methods based on EEG data☆12Jul 15, 2020Updated 6 years ago
- ☆14Oct 3, 2016Updated 9 years ago
- Various automated MATLAB pipelines for preprocessing EEG☆13Feb 25, 2020Updated 6 years ago
- Yang, Shishan, and Marcus Baum. "Tracking the orientation and axes lengths of an elliptical extended object." IEEE Transactions on Signal…☆16Feb 23, 2021Updated 5 years ago
- Minimum redundancy maximum relevance feature selection approach for temporal gene expression data.☆11Feb 22, 2018Updated 8 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- A controller based on fuzzy logic for Hybrid Electric Vehicles☆10Aug 12, 2020Updated 5 years ago
- Here is my implementation of Support Vector Machine (SVM) & Transductive SVM (TSVM) using MATLAB.☆28Dec 16, 2018Updated 7 years ago
- This project focuses on face recognition problem with respect to 5-fold cross validation, dimensionality reduction based on benchmark alg…☆10Apr 25, 2016Updated 10 years ago
- msvm是在svm的基础上提出的多输出回归模型,可用于多输入多输出的回归预测,另外本程序提出利用pso进行超参数寻优☆19Dec 30, 2019Updated 6 years ago
- Project for identify human sleep stage using the combination of ELM and PSO compared to the combination of SVM and PSO☆23Sep 17, 2019Updated 6 years ago
- Feature Selection and Nuisance Attribute Projection for Speech Emotion Recognition☆10Dec 4, 2020Updated 5 years ago
- Solution developed to identify the structural quality of ceramic floors through the analysis of acoustic emission, using digital signals …☆12Dec 12, 2017Updated 8 years ago
- resting-state analysis pipeline for EEG data☆14Feb 5, 2018Updated 8 years ago
- EEG microstate spectral analysis☆19Feb 23, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A system to recognize hand gestures by applying feature extraction, feature selection (PCA) and classification (SVM, decision tree, Neura…☆15Mar 17, 2019Updated 7 years ago
- Scripts for the paper: 2DPCA with L1-norm for simultaneously robust and sparse modelling.☆17Oct 24, 2019Updated 6 years ago
- Implementation of PSO Algorithm to Optimize SVM☆11May 18, 2019Updated 7 years ago
- 使用libsvm和遗传算法优化支持向量机的cost和gamma参数☆33Apr 15, 2012Updated 14 years ago
- This repository holds the results of a project on Remaining Useful Lifetime estimation of a turbofan engine for a course of Delft Univers…☆13Jan 18, 2018Updated 8 years ago
- Confidence driven image fusion based on TGV regularization☆11Dec 24, 2017Updated 8 years ago
- Deep Video Deblurring: The Devil is in the Details (ICCV Workshop 2019)☆18Nov 1, 2019Updated 6 years ago