# Submissions for: Traffic Data Analysis for Modeling and Prediction of Traffic Scenarios

|#| Submission | Links |
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|1|[NARX Network Modeling for Traffic Scenario Prediction](https://github.com/GirolamoOddo/Project222)<br/> This project develops and evaluates a MATLAB-based Nonlinear Autoregressive with External Input (NARX) neural network model to predict vehicle behavior in traffic scenarios, achieving R^2 0.90 and MSE 9.47e-3. <br><br> **Authors:** Girolamo Oddo <br/> **Affiliation:** University of Modena e Reggio Emilia <br> **Submission Date:** 2022-04-05|<img width="400" height="0" style="display:block;line-height:0;border:none;" alt=""><br>[![GitHub Repo](https://img.shields.io/badge/GitHub-Repo-181717?style=flat&logo=github&logoColor=white)](https://github.com/GirolamoOddo/Project222) <br> [![Open in MATLAB Online](https://www.mathworks.com/images/responsive/global/open-in-matlab-online.svg)](https://matlab.mathworks.com/open/github/v1?repo=GirolamoOddo/Project222) <br>  <br><br><br> [![Trend: Big Data](https://img.shields.io/badge/Trend-Big%20Data-blue?style=flat)](https://github.com/mathworks/MathWorks-Excellence-in-Innovation/blob/main/megatrends/Big%20Data.md) [![Trend: Autonomous Vehicles](https://img.shields.io/badge/Trend-Autonomous%20Vehicles-blue?style=flat)](https://github.com/mathworks/MathWorks-Excellence-in-Innovation/blob/main/megatrends/Autonomous%20Vehicles.md)|