Time-series-classification

Index

• Group Components
• Project Description
• Models

Group Components

Cognome	Nome	e-mail	Codice Persona
Grasso	Christian	christian.grasso@mail.polimi.it	10652464
Lazzati	Filippo	filippo.lazzati@mail.polimi.it	10629918
Nunziante	Matteo	matteo.nunziante@mail.polimi.it	10670132

Project Description

The project consists in a time series classification problem. In total there were 12 classes and each series was made of 6 features.

Models

The implemented models are the following:

• A model based on BiLSTM layers that uses different windows of the input data
• A model based on Conv1d layers plus standard scaler