Aude Hofleitner - Concepedia

Author

Aude Hofleitner

University of California, Berkeley ORCID

Also Known As

A. Hofleitner, Aude Hofleitner, Hofleitner, Aude

Publications

883

Citations

H-Index

Concepts

All Affiliations

University of California, Berkeley

About

Aude Hofleitner is an author at University of California, Berkeley specializing in engineering, data science, and computer science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	11	11	843
2	Computer Science	8	8	629
3	Business	2	2	53
4	Management	2	2	412
5	Civil Engineering	1	1	25

Aude Hofleitner

Publications

843

Citations

H-Index

Page 1

	Year	Citations
Learning the Dynamics of Arterial Traffic From Probe Data Using a Dynamic Bayesian Network Aude Hofleitner, Ryan Herring, Pieter Abbeel, IEEE Transactions on Intelligent Transportation Systems Probe DataEngineeringMachine LearningTraffic FlowProbe Vehicles	2012	236
Estimating arterial traffic conditions using sparse probe data Ryan Herring, Aude Hofleitner, Pieter Abbeel, Probe DataTraffic TheoryEngineeringTraffic FlowData Science	2010	199
Arterial travel time forecast with streaming data: A hybrid approach of flow modeling and machine learning Aude Hofleitner, Ryan Herring, Alexandre M. Bayen Transportation Research Part B Methodological EngineeringMachine LearningData SciencePrediction ModellingHybrid Approach	2012	176
Using Mobile Phones to Forecast Arterial Traffic through Statistical Learning Ryan Herring, Aude Hofleitner, Saurabh Amin, Transportation Research Board 89th Annual MeetingTransportation Research Board Intelligent Traffic ManagementEngineeringMachine LearningData ScienceSparse Gps Data	2010	87
Optimal decomposition of travel times measured by probe vehicles using a statistical traffic flow model Aude Hofleitner, Alexandre M. Bayen Traffic TheoryEngineeringTraffic FlowProbe VehiclesTravel Times	2011	31
Probability Distributions of Travel Times on Arterial Networks: Traffic Flow and Horizontal Queuing Theory Approach Aude Hofleitner, Ryan Herring, Alexandre M. Bayen Transportation Research Board 91st Annual MeetingTransportation Research Board Transport Network AnalysisTraffic TheoryEngineeringTraffic FlowCivil Engineering	2012	25
Arriving on time: estimating travel time distributions on large-scale road networks Timothy Hunter, Aude Hofleitner, Jack Reilly, arXiv (Cornell University) Probe Vehicle DataRoute ChoiceTransport Network AnalysisNetwork ScienceEngineering	2013	23
Guaranteed bounds on highway travel times using probe and fixed data Christian Claudel, Aude Hofleitner, Nicholas D. Mignerey, Transportation Research Board 88th Annual MeetingTransportation Research Board Probe DataTraffic TheoryEngineeringHighway Travel TimesLocation Estimation	2009	22
TIES Nima Noorshams, Saurabh Verma, Aude Hofleitner Graph EmbeddingComputational Social ScienceAbuse DetectionSocial MediaMachine Learning	2020	18
Online Homotopy Algorithm for a Generalization of the LASSO Aude Hofleitner, Tarek Rabbani, Laurent El Ghaoui, IEEE Transactions on Automatic Control Mathematical ProgrammingOnline Homotopy AlgorithmSparse RepresentationL1 RegularizationMachine Learning	2013	13

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