syuntai-lh Goto Github PK

earlydetectionofad

MATLAB codes used in the paper "Early Detection of Alzheimer's Disease using with Blood Plasma Proteins using Support Vector Machines "

eeg-analyses-for-seizure-detection

Machine Learning project using Discrete Wavelet Transform for Seizure Detection

eeg-fatigue-detection

A signal processing and machine learning system to detect fatigue from raw EEG data in real time. Uses a support vector machine to classify features extracted from the frequency content of the signal.

eeg-signal-processing

Seizure Detection in EEG Signals using Short Time Fourier Transform and Discrete Wavelet Transform

elecgridwavelettransform

⌚️ These are matlab files for electric grid wavelet transform

electric-load-forecasting-with-recency-effect

Paper reproduce of "Electric load forecasting with recency effect"

electric-power-hourly-load-forecasting-using-recurrent-neural-networks

This project aims to predict the hourly electricity load in Toronto based on the loads of previous 23 hours using LSTM recurrent neural network.

electricity_load_forecast

Electricity Load and Price Forecasting

electricityloadandpriceforecasting

Electricity load and price forecasting

energyloadforecasting

Time series forecasting with ARIMA, SARIMA and SARIMAX for university project of the MMSA exam.

extreme-support-vector-machine

Extreme Support Vector Machine (SVM) is an SVM that utilizes ELM as a feature mapping. ELM is one of an algorithm in Artificial Neural Network has a single layer.

facerecognition-svm-matlab

Face Recognition application using SVM and Gabor wavelets in MATLAB

facerecognition-wavelet-svm-pca

fast_proximal_gradient_descent_l0_regularization

Code for the paper "Fast Proximal Gradient Descent for A Class of Non-convex and Non-smooth Sparse Learning Problems"

feature-selector

20180717_特征处理_FeatureSelector

fringe

A comparison of time series performance of RNNs against ARIMA models on week-ahead electric load forecasting

frtsvm

A fast and robust twin support vector machine for pattern classification

functional-time-series

Probabilistic Forecasting for Daily Electricity Loads and Quantiles for Curve-to-Curve Regression

fuzzy-least-squares-twin-support-vector-machine

fuzzy-logit-1

Short-term electricity load forecasting of New England market using Recurrent Neural Networks and Fuzzy logic

ga-svm

使用遗传算法优化支持向量机/Optimization of support vector machine using genetic algorithm

ga_wss

Code for Rethinking weather station selection for electric load forecasting using genetic algorithms

gaussian-process-for-regression

Implementation of Guassion Process (GP) for regreesion with the exponential-quadratic kernel function.

hbm_dyslexia_classification

Matlab codes for our paper on Human Brain Mapping. Nested linear SVM & logistic classification (inner cross validation for P threshold selection, outer cross validation for classifier evaluation).

icdm_wavelet_attention

combine wavelet transform and attention mechanism for time series forecasting or classification

if-todim

Code for the paper "IF-TODIM: An intuitionistic fuzzy TODIM to multi-criteria decision making"

improved-gan

Code for the paper "Improved Techniques for Training GANs"

improved-twin-support-vector-machine-algorithm-and-applications-in-classification-problems

Codes and datasets for the paper "Improved twin support vector machine algorithm and applications in classification problems"

incremental_drsvm

The source code for our NeurIPS (2020) paper "Fast Epigraphical Projection-based Incremental Algorithms for Wasserstein Distributionally Robust Support Vector Machine"

isptwsvm

Large Scale Sparse Pin Twin Support Vector Machine