43 citations · 118 across the 18 of their papers we have counts for
5 papers · 1 filter
Taxi Demand-Supply Forecasting: Impact of Spatial Partitioning on the Performance of Neural Networks
Neema Davis, Gaurav Raina, Krishna Jagannathan
In this paper, we investigate the significance of choosing an appropriate tessellation strategy for a spatio-temporal taxi demand-supply modeling framework. Our study compares (i)…
Global stability of the Rate Control Protocol (RCP) and some implications for protocol design
Thomas Voice, Abuthahir, Gaurav Raina
The Rate Control Protocol (RCP) is a congestion control protocol that relies on explicit feedback from routers. RCP estimates the flow rate using two forms of feedback: rate mismat…
Stability, convergence, and limit cycles in some human physiological processes
Sreelakshmi Manjunath, Gopal Krishna Kamath, Gaurav Raina
Mathematical models for physiological processes aid qualitative understanding of the impact of various parameters on the underlying process. We analyse two such models for human ph…
Taxi demand forecasting: A HEDGE based tessellation strategy for improved accuracy
Neema Davis, Gaurav Raina, Krishna Jagannathan
A key problem in location-based modeling and forecasting lies in identifying suitable spatial and temporal resolutions. In particular, judicious spatial partitioning can play a sig…
Impact of delayed acceleration feedback on the classical car-following model
Gopal Krishna Kamath, Krishna Jagannathan, Gaurav Raina
Delayed feedback plays a vital role in determining the qualitative dynamical properties of a platoon of vehicles driving on a straight road. Motivated by the positive impact of Del…