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02/10/2021
Driver2vec: Driver Identification from Automotive Data
With increasing focus on privacy protection, alternative methods to iden...
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09/06/2018
CASC: Context-Aware Segmentation and Clustering for Motif Discovery in Noisy Time Series Data
Complex systems, such as airplanes, cars, or financial markets, produce ...
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06/12/2018
Drive2Vec: Multiscale State-Space Embedding of Vehicular Sensor Data
With automobiles becoming increasingly reliant on sensors to perform var...
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10/27/2017
Spectral Graph Wavelets for Structural Role Similarity in Networks
Nodes residing in different parts of a graph can have similar structural...
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09/20/2017
Data-Driven Model Predictive Control of Autonomous Mobility-on-Demand Systems
The goal of this paper is to present an end-to-end, data-driven framewor...
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06/09/2017
Driver Identification Using Automobile Sensor Data from a Single Turn
As automotive electronics continue to advance, cars are becoming more an...
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09/21/2015