D-Index & Metrics Best Publications

D-Index & Metrics

Discipline name D-index D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines. Citations Publications World Ranking National Ranking
Engineering and Technology D-index 58 Citations 15,743 267 World Ranking 790 National Ranking 345

Overview

What is he best known for?

The fields of study he is best known for:

  • Statistics
  • Operating system
  • Artificial intelligence

Alexandre M. Bayen mainly investigates Global Positioning System, Simulation, Partial differential equation, Real-time computing and Traffic flow. He combines subjects such as Identifier, Real-time data, Baseline and Floating car data with his study of Global Positioning System. His Simulation research includes elements of Flow, Distributed computing, Benchmarking, Inference and Hybrid system.

His work deals with themes such as Scheme, Microscopic traffic flow model, Boundary value problem and Hamilton–Jacobi equation, which intersect with Partial differential equation. His studies in Real-time computing integrate themes in fields like Kalman filter, Path, Cellular network and Mobile device. Alexandre M. Bayen has researched Traffic flow in several fields, including Control system, Artificial neural network and National Airspace System.

His most cited work include:

  • A time-dependent Hamilton-Jacobi formulation of reachable sets for continuous dynamic games (760 citations)
  • Evaluation of traffic data obtained via GPS-enabled mobile phones: The Mobile Century field experiment (673 citations)
  • Virtual trip lines for distributed privacy-preserving traffic monitoring (336 citations)

What are the main themes of his work throughout his whole career to date?

Alexandre M. Bayen mainly focuses on Mathematical optimization, Control theory, Partial differential equation, Traffic flow and Applied mathematics. In his study, which falls under the umbrella issue of Mathematical optimization, Queue is strongly linked to Queueing theory. His Control theory course of study focuses on Flow and Simulation.

Alexandre M. Bayen has researched Partial differential equation in several fields, including Exponential stability, Boundary value problem and Hamilton–Jacobi equation. His Boundary value problem research integrates issues from Conservation law and Godunov's scheme. His Traffic flow research focuses on subjects like Real-time computing, which are linked to Kalman filter.

He most often published in these fields:

  • Mathematical optimization (21.01%)
  • Control theory (15.95%)
  • Partial differential equation (13.16%)

What were the highlights of his more recent work (between 2017-2021)?

  • Reinforcement learning (6.84%)
  • Mathematical optimization (21.01%)
  • Control theory (15.95%)

In recent papers he was focusing on the following fields of study:

Reinforcement learning, Mathematical optimization, Control theory, Traffic flow and Nonlinear system are his primary areas of study. The study incorporates disciplines such as Artificial neural network, Control theory, Real-time computing and Robustness in addition to Reinforcement learning. Many of his studies on Mathematical optimization apply to Routing as well.

The concepts of his Control theory study are interwoven with issues in Control and Bounded function. His study on Traffic flow is mostly dedicated to connecting different topics, such as Control engineering. His work deals with themes such as Hyperbolic partial differential equation, Partial differential equation, Applied mathematics and Observer, which intersect with Exponential stability.

Between 2017 and 2021, his most popular works were:

  • Expert Level Control of Ramp Metering Based on Multi-Task Deep Reinforcement Learning (63 citations)
  • Occupancy Detection via Environmental Sensing (59 citations)
  • Stabilizing Traffic with Autonomous Vehicles (51 citations)

In his most recent research, the most cited papers focused on:

  • Statistics
  • Operating system
  • Artificial intelligence

Alexandre M. Bayen mainly investigates Reinforcement learning, Mathematical optimization, Control theory, Routing and Control theory. His Reinforcement learning study combines topics in areas such as Transfer of learning, Real-time computing and Baseline. His Mathematical optimization research is multidisciplinary, incorporating perspectives in Nonlinear programming and Convex analysis.

The Control theory study which covers Cyber-physical system that intersects with Control system, Curse of dimensionality, Traffic flow, Artificial neural network and Control engineering. Alexandre M. Bayen interconnects Game theoretic, Shortest path problem, Web application, Global Positioning System and Traffic congestion in the investigation of issues within Routing. His Control theory study combines topics from a wide range of disciplines, such as Energy and Constraint.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

Viability Theory : New Directions

Jean-Pierre Aubin;Alexandre Bayen;Patrick Saint-Pierre.
(2011)

2688 Citations

Evaluation of traffic data obtained via GPS-enabled mobile phones: The Mobile Century field experiment

Juan C. Herrera;Daniel B. Work;Ryan Herring;Xuegang (Jeff) Ban.
Transportation Research Part C-emerging Technologies (2010)

1064 Citations

A time-dependent Hamilton-Jacobi formulation of reachable sets for continuous dynamic games

I.M. Mitchell;A.M. Bayen;C.J. Tomlin.
IEEE Transactions on Automatic Control (2005)

904 Citations

Virtual trip lines for distributed privacy-preserving traffic monitoring

Baik Hoh;Marco Gruteser;Ryan Herring;Jeff Ban.
international conference on mobile systems, applications, and services (2008)

474 Citations

Computational techniques for the verification of hybrid systems

C.J. Tomlin;I. Mitchell;A.M. Bayen;M. Oishi.
Proceedings of the IEEE (2003)

447 Citations

Understanding road usage patterns in urban areas

Pu Wang;Pu Wang;Timothy Hunter;Alexandre M. Bayen;Katja Schechtner;Katja Schechtner.
Scientific Reports (2012)

383 Citations

A traffic model for velocity data assimilation

Daniel B. Work;Sébastien Blandin;Olli Pekka Tossavainen;Benedetto Piccoli.
Applied Mathematics Research Express (2010)

317 Citations

An ensemble Kalman filtering approach to highway traffic estimation using GPS enabled mobile devices

D.B. Work;O.-P. Tossavainen;S. Blandin;A.M. Bayen.
conference on decision and control (2008)

299 Citations

Cyber Security of Water SCADA Systems—Part I: Analysis and Experimentation of Stealthy Deception Attacks

Saurabh Amin;Xavier Litrico;Shankar Sastry;Alexandre M. Bayen.
IEEE Transactions on Control Systems and Technology (2013)

298 Citations

Learning the Dynamics of Arterial Traffic From Probe Data Using a Dynamic Bayesian Network

A. Hofleitner;R. Herring;P. Abbeel;A. Bayen.
IEEE Transactions on Intelligent Transportation Systems (2012)

296 Citations

Best Scientists Citing Alexandre M. Bayen

Claire J. Tomlin

Claire J. Tomlin

University of California, Berkeley

Publications: 140

John Lygeros

John Lygeros

ETH Zurich

Publications: 35

Karl Henrik Johansson

Karl Henrik Johansson

Royal Institute of Technology

Publications: 33

Benedetto Piccoli

Benedetto Piccoli

Rutgers, The State University of New Jersey

Publications: 29

Marta C. González

Marta C. González

University of California, Berkeley

Publications: 27

Shankar Sastry

Shankar Sastry

University of California, Berkeley

Publications: 27

Costas J. Spanos

Costas J. Spanos

University of California, Berkeley

Publications: 25

Domitilla Del Vecchio

Domitilla Del Vecchio

MIT

Publications: 25

Markos Papageorgiou

Markos Papageorgiou

Technical University of Crete

Publications: 24

Inseok Hwang

Inseok Hwang

Purdue University West Lafayette

Publications: 23

George J. Pappas

George J. Pappas

University of Pennsylvania

Publications: 22

Terry L. Friesz

Terry L. Friesz

Pennsylvania State University

Publications: 20

Bin Ran

Bin Ran

University of Wisconsin–Madison

Publications: 19

Matthias Althoff

Matthias Althoff

Technical University of Munich

Publications: 18

Emilio Frazzoli

Emilio Frazzoli

ETH Zurich

Publications: 18

Dusan M. Stipanovic

Dusan M. Stipanovic

University of Illinois at Urbana-Champaign

Publications: 18

Profile was last updated on December 6th, 2021.
Research.com Ranking is based on data retrieved from the Microsoft Academic Graph (MAG).
The ranking d-index is inferred from publications deemed to belong to the considered discipline.

If you think any of the details on this page are incorrect, let us know.

Contact us
Something went wrong. Please try again later.