Syuntai-lh

classification-in-EEG

Wavelet transform and SVM are used to identify awake or sleep based on EEG signal.

Incremental_DRSVM

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

libsvm

Load-forecasting-IEEE-TPWRS-2020

Probabilistic Load Forecasting Based on Adaptive Online Learning (APLF)

NM01

This Matlab package solves 0/1-loss regularized optimization problems including support vector machine and one-bit compressive sensing.

paper-proloaf

A Probabilistic Load Forecasting Project. Mirror of https://git.rwth-aachen.de/acs/public/automation/plf/proloaf

Short-Term-Load-Forecasting

code for the paper https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9467267

SVM-Wavelet-forecasting-Financial-Time-Series

This is a repo for forecasting financial series using discrete wavelet transform and Machine Learning technique called Support Vector Machine

SVM-Wavelet-forecasting-Financial-Time-Series-python-model

Python script the SVR-Wavelet model for financial time series forecasting

TLBCI

Matlab source code of the paper "D. Wu, X. Jiang, R. Peng, W. Kong, J. Huang and Z. Zeng, Transfer Learning for Motor Imagery Based Brain-Computer Interfaces: A Complete Pipeline, Information Sciences, 2021, submitted."

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Code for the paper "Language Models are Unsupervised Multitask Learners"

Advanced_Signal_Processing_Techniques

Familiarization with Higher Order Statistics (Spectra) and ARMA (Autoregressive Moving Average) models. Time Frequency Analysis techniques (Short Time Fourier, Hilbert-Huang and Wavelet Transform) are implemented in ECG signals.

Celebrity-Face-Recognition-WebApp

This model classifies and recognizes sports personalities using OpenCV library and SVM algorithm after Wavelet transformation.

EEG-Signal-Processing

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

EnergyLoadForecasting

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

Functional-Time-Series

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

GA-SVM

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

Gaussian-Process-for-Regression

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

Load-Forecasting-2

Load Forecasting Framework using LSTM

load_forecasting

Forecasting electric power load of Delhi using ARIMA, RNN, LSTM, and GRU models

LoadForecasting-without-Data

This is PAHBAR load forecasting software without Mashhad electricity consumprion data which is confidential

Neural_computing

Comparative analysis of two algorithms Multi-Layer Perceptron (MLP) and Support Vector Machine (SVM) for classification of cardiotocogram (CTG) to determine fetal state.

Online-Learning-for-Robust-Support-Vector-Machine

Matlab code for the algorithm of the following papers Bin Gu, Zhou Zhai, Xiang Li, Shuyang Yu, Guansheng Zheng and Heng Huang, "Efficient Batch Online Learning for Robust Support Vector Machine"

Python-Emotion-using-EEG-Signal

This repository contains the code for emotion recognition using wavelet transform and svm classifiers' rbf kernel.

SpikeSorting-WaveletSVM

A spike sorting algorithm for classifying neuron action potentials using wavelets decomposition and SVM classification

Top-AI-Conferences-Paper-with-Code

This repository is a collection of AI top conferences papers (e.g. ACL, EMNLP, NAACL, COLING, AAAI, IJCAI, ICLR, NeurIPS, and ICML) with open resource code

Variable-selection-for-regression-using-Mixed-Integer-Quadratic-Programming

Non linear programming | Stochastic Control and Optimization

wave_SVM

This code provides the Matlab implementation that detects the brain tumor region and also classify the tumor as benign and malignant. This code is implementation for the - A. Mathew and P. Anto, "Tumor detection and classification of MRI brain image using wavelet transform and SVM", 2017 International Conference on Signal Processing and Communication (ICSPC), 2017. Available: 10.1109/cspc.2017.8305810.

Wavelet-epileptic-seizure-EEG-

This repository includes useful MATLAB codes for the detection of epileptic seizure in EEG signals using wavelet analysis and machine learning techniques (MLP, SVM, KNN, and Bayesian)

WaveletSVR

:exclamation: This is a read-only mirror of the CRAN R package repository. WaveletSVR — Wavelet-SVR Hybrid Model for Time Series Forecasting