alessiapetescia
BSc in Business Administration @ Roma Tre - MSc in Data Science @ Milano-Bicocca - PhD student Bioinformatics @ Comenius University
Pinned Repositories
Forecasting-energy-prices-through-Time-Series-Analysis
Several methods (ARIMA, sARIMA, UCM, LSTM) for Time Series Analysis are applied in order to forecast the evolution of the prices on the energy market for the next 11 months.
Interaction-Prediction-between-Molecules-and-Metabolic-Pathways-with-ANNs
The interaction of a set of molecules with specific Metabolic pathways is predicted using two types of Artificial Neural Networks (ANNs): Convolutional Neural Network 1-Dimensional or Long Short Term Memory Units. Bayesian Optimization is used to improve models performances.
Digital-Signal-and-Image-Management
Repository hosting my DSIM exam project. Annotated code is provided for the tasks of speaker recognition, facial recognition and retrieval.
alpang_hackathon
ALPACA/PANGAIA ANNUAL WORKSHOP - Hackathon
google-hashcode-2015
maria
alpang_hackathon
ALPACA/PANGAIA ANNUAL WORKSHOP - Hackathon
alessiapetescia's Repositories
alessiapetescia/alpang_hackathon
ALPACA/PANGAIA ANNUAL WORKSHOP - Hackathon
alessiapetescia/google-hashcode-2015
alessiapetescia/Digital-Signal-and-Image-Management
Repository hosting my DSIM exam project. Annotated code is provided for the tasks of speaker recognition, facial recognition and retrieval.
alessiapetescia/Forecasting-energy-prices-through-Time-Series-Analysis
Several methods (ARIMA, sARIMA, UCM, LSTM) for Time Series Analysis are applied in order to forecast the evolution of the prices on the energy market for the next 11 months.
alessiapetescia/Interaction-Prediction-between-Molecules-and-Metabolic-Pathways-with-ANNs
The interaction of a set of molecules with specific Metabolic pathways is predicted using two types of Artificial Neural Networks (ANNs): Convolutional Neural Network 1-Dimensional or Long Short Term Memory Units. Bayesian Optimization is used to improve models performances.