Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
Results
Showing 1 to 4 of 4 for “"Telematics data"”.
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A vehicle classification algorithm based on telematics data
… an algorithm to identify the vehicle model from telematics data. By extracting the features from the accelerometer and GPS data, we obtain the classification features, which then goes through a multiclass random forest classifier. We apply this results into problems of driver and vehicle …
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Modeling Passenger Electric Vehicle Charging Demand with Machine Learning Using Telematics Data and Temperature
… research was to analyze passenger EV charging data from National Grid's Massachusetts EV Off-Peak Charging Program and determine whether generalizable and scalable machine learning models could be built to predict EV charging energy demand, and further determine the lowest possible geographic …
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Application of Hidden Markov Model to Auto Telematics Data and the Effect of Universal Demand Law Change on Corporate Risk Taking in the U.S. Property & Casualty Insurance Industry
… the application of hidden Markov model to auto telematics data. The first chapter presents my study in the first theme and the rest two chapters present the other theme. In Chapter 1, "Does Shareholder Litigation Affect Corporate Risk-Taking? Evidence from the Property-Casualty Insurance …
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Improving driving training with a handheld performance support system
… automate part of the evaluation process by using Telematics data to find driver mistakes, and to simplify the recording process for non-telematics related incidents. This thesis discusses the design of the support system and the interface of the handheld computer application.