12 citations · 26 across the 8 of their papers we have counts for
9 papers
4D flight trajectory prediction using a hybrid Deep Learning prediction method based on ADS-B technology: a case study of Hartsfield-Jackson Atlanta International Airport(ATL)
Hesam Sahfienya, Amelia C. Regan
The core of any flight schedule is the trajectories. In particular, 4D trajectories are the most crucial component for flight attribute prediction. In particular, 4D trajectories a…
B-ETS: A Trusted Blockchain-based Emissions Trading System for Vehicle-to-Vehicle Networks
Lam Duc Nguyen, Amari N. Lewis, Israel Leyva-Mayorga +2
Urban areas are negatively impacted by Carbon Dioxide (CO2 ) and Nitrogen Oxide (NOx) emissions. In order to achieve a cost-effective reduction of greenhouse gas emissions and to c…
Paratransit Agency Responses to the Adoption of Sub-contracted Services Using Secure Technologies
Amari N. Lewis, Amelia C. Regan
Transportation agencies across the United States have the responsibility of providing transportation services for all travelers. Paratransit services which are designed to meet the…
A Matching Mechanism with Anticipatory Tolls for Congestion Pricing
J Ceasar Aguma, Amelia C. Regan
This paper presents a matching mechanism for assigning drivers to routes where the drivers pay a toll for the marginal delay they impose on other drivers. The simple matching mecha…
A convolution recurrent autoencoder for spatio-temporal missing data imputation
Reza Asadi, Amelia Regan
When sensors collect spatio-temporal data in a large geographical area, the existence of missing data cannot be escaped. Missing data negatively impacts the performance of data ana…
A Spatial-Temporal Decomposition Based Deep Neural Network for Time Series Forecasting
Reza Asadi, Amelia Regan
Spatial time series forecasting problems arise in a broad range of applications, such as environmental and transportation problems. These problems are challenging because of the ex…
Sorting with GPUs: A Survey
Dmitri I. Arkhipov, Di Wu, Keqin Li +1
Sorting is a fundamental operation in computer science and is a bottleneck in many important fields. Sorting is critical to database applications, online search and indexing,biomed…
Thompson Sampling in Dynamic Systems for Contextual Bandit Problems
Tianbing Xu, Yaming Yu, John Turner +1
We consider the multiarm bandit problems in the timevarying dynamic system for rich structural features. For the nonlinear dynamic model, we propose the approximate inference for t…
Online Classification Using a Voted RDA Method
Tianbing Xu, Jianfeng Gao, Lin Xiao +1
We propose a voted dual averaging method for online classification problems with explicit regularization. This method employs the update rule of the regularized dual averaging (RDA…