Project Title

Classifying Highway Traffic Patterns with Neural Networks

Presenters

Jordyn BurmanFollow

Academic department under which the project should be listed

CSM - Mathematics

Research Mentor Name

Dr. Min Wang

Abstract (300 words maximum)

We observe, analyze, and visualize trends and patterns in highway traffic data using techniques of exploratory data analysis. Subsequently, we reformat the dataset and train a neural network to classify highway traffic patterns.

Disciplines

Applied Mathematics | Applied Statistics | Data Science

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Classifying Highway Traffic Patterns with Neural Networks

We observe, analyze, and visualize trends and patterns in highway traffic data using techniques of exploratory data analysis. Subsequently, we reformat the dataset and train a neural network to classify highway traffic patterns.