“It is not knowledge, but the act of learning, not possession but the act of getting there, which grants the greatest enjoyment”
Homework project analyzing data from two airport stations (JFK and San Francisco) including wind speed and average temperature.
This assignment involved analyzing data from two airport stations (JFK and San Francisco).
The goal was to perform queries and extract meaningful information from daily collected data, including wind speed and average temperature.
Homework project predicting good or bad loans for bank users using data analysis techniques.
This project focuses on predicting whether bank users’ loans are likely to be good or bad.
Evaluation of existing security issues in RFID devices and a proposed solution using a server and a 6LoWPAN architecture.
This project evaluates security issues in RFID devices and proposes a solution using a server and a 6LoWPAN architecture to validate tags.
Detection and classification of European coins based on value using computer vision techniques.
This project focuses on detecting and classifying European coins according to their value.
Analysis of the Iterative Prisoner’s Dilemma, a classical game in Game Theory, including tournament simulations and strategy evaluation.
The Prisoner’s Dilemma is widely used to model social and economic interactions.
In this project, we study its iterative version under several scenarios:
A machine learning–based solution for selecting tile rates in 360° video streaming to head-mounted displays.
During a 360° video streaming session, video segments can be divided into tiles.
Selecting the appropriate tiles at the correct quality reduces bandwidth consumption while ensuring a high quality of experience.
Completed homeworks for the Machine Learning course, with full grades.
These homeworks (1, 2, 3) for the Machine Learning course were completed with full grades.
Analysis of a hypothetical social network based on map interactions.
Map-based social networks are expected to become increasingly popular in the future. This project analyzes a hypothetical network of users and their interactions.
Stereo disparity computation from image pairs acquired using an Aquifi camera.
This project focuses on stereo disparity computation using image pairs acquired from an Aquifi camera and a projected random dot pattern.
Experimental evaluation of adaptive video streaming algorithms under different network conditions, including WiFi and 3G during mobility.
A DASH video player developed at the University of Padova was used to collect runtime logs during both static and mobile network conditions.