Fabiana Rapicavoli's Projects
The bilevel programming problem is when a subset of the variables is constrained to be a solution of a given optimization problem, parameterized by the remaining variable. The goal is to learn a representation of a dataset.Learning a dictionary through bilevel optmization is useful because data arrive sequentially and the representation may evolve.
The aim of this project was to find structural variations in a genome sequence of a bacterium called Lactobacillus casei, after the comparison with its reference genome.
Config files for my GitHub profile.
Classification of 10 classes of clothes from a zalando database, throughseveral method: DecisionTreeClassifier, RandomForestClassifier, SVC and a Neural Network.
Analyses of italian successes at Olympic Games in R.
This report is about the analysis of the relationship between the characters in the Harry Potter saga’s books, written by J.K. Rowling. This is a fantasy saga, in which the real world coexists with magic, that has depopulate over the years among kids, teenagers and also adults all over the world.
The aim of this project is to correctly predict the contact types in given protein structures, which are to be presented in PDB file format. MODELS: Naive Bayes Classifier, Multinomial Logistic Regression, Linear Discriminant analysis.
The aim of this project is to correctly predict the con- tact types in given protein structures, which are to be pre- sented in PDB file format. MODELS: Random Forest, Neural Network, Support Vector Machine.
Do the original fairy tales by the Grimm brothers' are more negative than the version of the stories, distributed to children?
Repository for Udine university projects