Nicola Zambelli's repositories
PLS-for-fault-detection
the PLS allows both to classify the types of faults and to reduce the dimensionality of the problem by trying to maximize the covariance between X and Y, useful in supervised learning.
EnvirormentalMonitoring
This project has the purpose to design an IoT-edge-cloud-computing software architecture applied to the enviromental monitoring. The main goal is to let the system to be autonomous and to reach a hight dependability level. The designed software is based on the open-source LoRaWAN Network Server stack Chirpstack.
Football-Soccer-handball-classifier
This small project tries to implement a machine learning algorithm for the classification / identification of handballs in football (soccer) in order to be able to help the referee to make a decision and decrease the waiting times of the match.
How-our-lifestyle-can-cause-obesity
Obesity is now officially identified as a global epidemic, considered one of the greatest health problems of the 21st century. Since 1975 the worldwide prevalence of obesity has almost tripled and stood at 13%, with an absolute value of 650 million obese individuals over the age of 18(WHO, 2022). The following report has the purpose to analyse the results of a survey on obesity to find the correlation between a specific lifestyle and the level of obesity a person can be diagnosed to. With the use of tree-based method we will identify the best model to predict if a person is obese. The logistic regression allows us to make observations on which are the most influential variables to impact on the obesity index.
Simulazione-coda-di-reti-B-erlang
un software di simulazione di una rete che riceve pacchetti con arrivi markoviani e li gestisce secondo distribuzioni di poisson, deterministiche o erlangiane di ordine 2, il sistema calcola la B-erlang, o probabilitĂ di blocco del sistema sia teorica che simulata ricevendo in input le N linee serventin il trafic load A e il tipo di distribuzione