L's repositories
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"
Load-forecasting-IEEE-TPWRS-2020
Probabilistic Load Forecasting Based on Adaptive Online Learning (APLF)
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
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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