12 citations · 17 across the 3 of their papers we have counts for
16 papers
Representing Neural Network Layers as Linear Operations via Koopman Operator Theory
Nishant Suresh Aswani, Saif Eddin Jabari, Muhammad Shafique
The strong performance of simple neural networks is often attributed to their nonlinear activations. However, a linear view of neural networks makes understanding and controlling n…
Power laws and phase transitions in heterogenous car following with reaction times
A. Sai Venkata Ramana, Saif Eddin Jabari
We study the effect of reaction times on the kinetics of relaxation to stationary states and on congestion transitions in heterogeneous traffic. Heterogeneity is modeled as quenche…
Short-Term Traffic Forecasting Using High-Resolution Traffic Data
Wenqing Li, Chuhan Yang, Saif Eddin Jabari
This paper develops a data-driven toolkit for traffic forecasting using high-resolution (a.k.a. event-based) traffic data. This is the raw data obtained from fixed sensors in urban…
Comparative Analysis of Economic Instruments in Intersection Operation: A User-Based Perspective
DianChao Lin, Saif Eddin Jabari
Focusing on different economic instruments implemented in intersection operations under a connected environment, this paper analyzes their advantages and disadvantages from the tra…
A User-Based Charge and Subsidy Scheme for Single O-D Network Mobility Management
Li Li, Dianchao Lin, Saif Eddin Jabari
We propose a path guidance system with a user-based charge and subsidy (UBCS) scheme for single O-D network mobility management. Users who are willing to join the scheme (subscribe…
Backpressure Control with Estimated Queue Lengths for Urban Network Traffic
Li Li, Victor Okoth, Saif Eddin Jabari
Backpressure (BP) control was originally used for packet routing in communications networks. Since its first application to network traffic control, it has undergone different modi…