Sentiment Analysis
Evaluating Electric Vehicle User Mobility Data Using Neural Network-Based Language Models
Transportation Research Board (TRB) Annual Meeting 2019
Current Issues in Alternative Transportation Fuels and Technologies
(with Kevin Alvarez, Arielle Dror, and Emerson Wenzel)
Topic Classification - binary classification
Detecting Behavioral Failures in Electric Vehicle Infrastructure using Supervised Text Classification Algorithms
Transportation Research Board (TRB) Annual Meeting 2020
(with Sooji Ha, Daniel Marchetto and Mary Elizabeth Burke)
Topic Classification - multi-topic classification
Extracting User Behavior at Electric Vehicle Charging Stations through Deep Learning
Forthcoming, CARMA 2020 Internet and Big Data in Economics and Social Sciences
(with Daniel Marchetto, Sooji Ha and Sameer Dharur)
Topic Classification of Electric Vehicle Consumer Experiences through Transformer Based Deep Learning
R&R at Patterns (Cell Press)
(with Sameer Dharur, Sooji Ha, and Daniel Marchetto)
Spatial visualization
Using Machine Learning Techniques To Aid Environmental Policy Analysis: A Teaching Case
in Big Data and Electric Vehicle Charging Infrastructure
Case Studies in the Environment, University of California Press
(with Ximin Mi and Sameer Dharur)
Evaluating Electric Vehicle User Mobility Data Using Neural Network-Based Language Models
Transportation Research Board (TRB) Annual Meeting 2019
Current Issues in Alternative Transportation Fuels and Technologies
(with Kevin Alvarez, Arielle Dror, and Emerson Wenzel)
Topic Classification - binary classification
Detecting Behavioral Failures in Electric Vehicle Infrastructure using Supervised Text Classification Algorithms
Transportation Research Board (TRB) Annual Meeting 2020
(with Sooji Ha, Daniel Marchetto and Mary Elizabeth Burke)
Topic Classification - multi-topic classification
Extracting User Behavior at Electric Vehicle Charging Stations through Deep Learning
Forthcoming, CARMA 2020 Internet and Big Data in Economics and Social Sciences
(with Daniel Marchetto, Sooji Ha and Sameer Dharur)
Topic Classification of Electric Vehicle Consumer Experiences through Transformer Based Deep Learning
R&R at Patterns (Cell Press)
(with Sameer Dharur, Sooji Ha, and Daniel Marchetto)
Spatial visualization
Using Machine Learning Techniques To Aid Environmental Policy Analysis: A Teaching Case
in Big Data and Electric Vehicle Charging Infrastructure
Case Studies in the Environment, University of California Press
(with Ximin Mi and Sameer Dharur)
Datasets and Code
- Secure links for reviewer and editor access to datasets and code will be posted through here.
