Gianluca Scuri's repositories
Emotion-Recognition_SER-FER_RAVDESS
Multi-modal Human Emotion Recognition of speech clips (audio + video) contained in RAVDESS dataset using a two stream architecture
Face_Image_Retrieval_CelebA
Content-based image retrieval of most similar famous person (contained in CelebA dataset) with respect to a query face
Action_Recognition_Two_Stream_HMDB51
Action Recognition using a two stream CNN architecture with Frames and Optical Flows. Realized using Keras on HMDB51 dataset.
Italian_Twitch_Community_Graph_Database
Implementation of a graph database of the most popular Italian Twitch streamers based on the number of viewers shared. The information are scraped from multiple sources.
Computer_Science_Project_Pandas
Practice exercise using Pandas library
German_Credit_Risk_Classification
Short project on exploration and classification of the German Credit Data dataset for the Big Data Management and Analysis in Physics Research course
Brain-to-Image
Master's thesis project: decoding human visual perception analyzing electroencephalography signals.
Credit_Card_Fraud_Decection_KNIME
Credit card fraud detection using different classifiers on KNIME platform
DataViz_Milano_Air_Quality_Index_Tableau
Interactive DataViz on Tableau regarding the evolution of Air Quality Index (AQI) in Milano in the last 15 years
DataViz_PROMs_Score_Matplotlib
DataViz of relationship between PROM after surgery and weather conditions during compilation
Electricity_Consumption_Forecasting_ARIMA-UCM-ML
High-frequency time series forecast of electricity consumptions using ARIMA, UCM and ML techniques
Text_Summarization_Reddit_Posts_TLDR
Extractive text summarization and topic modeling over Reddit posts
Digital_Signals_Processing_Exercises
Multiple exercises regarding digital signals processing (audio and images)
Global_Precipitations_Analysis
Analysis of historical precipitation data and climate models to identify changes in precipitation patterns over time and across different regions
Restaurant_Revenue_Loss_COVID_Analysis
Time Series Analysis and Forecasting (using ARIMA, UCM and Random Forest models) of a restaurant's revenue during the first lockdown of the COVID-19 pandemic in Italy, to estimate the loss incurred.
Vehicle_Price_Description_and_Prediction_with_Regression
Descriptive Statistics and Regression Analysis on Used Vehicle Dataset