This repository is to demonstrate Neural Networks and Support Vector Machine based regression methods.

Forest type predictor trained on NDVI data using a feed forward Neural Network

Linear Regression using Matlab on a Kaggle dataset.

Utility for classifying Fingerprints as Fake or Real using PNN Classifier

Linear Model Predictive Controller for Vehicle Trajectory Tracking based on Kinematic Unicycle Vehicle Motion Model with Cubic Polynomial Trajectory Generation. Evolutionary Algorithm-assisted Tuning of MPC prediction horizon and penalty matrices

Starting from a dataset, which concerns two years gas consumption trend in Italy in function of two parameters (day of the year, day of the week), we want to identify the model which represents our data in the better way. Afterwards, we created a function that predicts the gas consumption value, using the best identified model, once you insert a…

Cancer Prediction using ML in MATLAB/Octave

Third project of Methods and Tools for Industrial Automation

Gaussian process regression model to predict energy of corn sample for poultry given levels of chemical compositions

The codes have been provided to support the article "Novel implicit-trust-network-based recommendation methodology", which has been published in Expert Systems With Applications. This algorithmic framework is abbreviated to ITNRM. It first generates implicit trust networks to find users' trustees or neighbors. And a novel recommendation methodol…

This repository will contain all the material I used in this specialization.