13.06.2017

Workshop on Big Data in Transport Management

June 13-14, 2017, Dresden, Germany

Overview:

The aim of the workshop was to bring together experts from the fields of statistics, logistics and transport sciences. Leading world renowned specialists were invited as the keynote speakers of the workshop and presented their current research projects. This was a great opportunity of the doctoral and post-doctoral students from the field of Big Data in Transportation (including Logistics, Statistics, Operational Research, Econometrics) to discuss their recent scientific topics from different perspectives and to build new contacts.

List of Keynote Speakers:

Wolfgang Karl Härdle, Humboldt-Universität zu Berlin, Germany
Tom van Woensel, Technische Universiteit Eindhoven, Netherlands
Taras Bodnar, Stockholm University, Sweden
Thomas Rutherford, University of Wisconsin-Madison, USA
Jan Fabian Ehmke, Europa-Universität Viadrina in Frankfurt (Oder), Germany

Venue:

Technische Universität Dresden, Institute Institute of Transport and Economics, Würzburger Straße 35, 01087 Dresden, Room 001 (entry to the building is on level -1 so that you have to go up the stairs to the ground flor level)

Programm:

download as iCal, PDF

Tuesday, June 13
12:00-12:10	Welcome Note Jörn Schönberger (Vice Dean of the Faculty of Transportation and Traffic Sciences, TU Dresden, Germany)
12:10-12:50	Agglomeration Effects of Urban Transport Investment: An Application of the Macroscopic Fundamental Diagram Thomas Rutherford (Agricultural & Applied Economics, University of Wisconsin-Madison, USA)
12:50-13:30	Analysis of spatial and temporal variations in extremes of traffic flow data Maria Osipenko (Toll Collect GmbH, Germany)
13:30-14:30	Late Lunch
14:30-15:10	Big Data and Logistics: Some Case Examples Tom van Woensel (School of Industrial Engineering, Eindhoven University of Technology, The Netherlands)
15:10-15:50	Making Trajectory Data Consistent Martin Treiber (Faculty of Transportation and Traffic Sciences, TU Dresden, Germany)
15:50-16:10	Coffee Break
16:10-16:50	Optimal shrinkage-based portfolio selection in high dimension Taras Bodnar (Department of Mathematics, Stockholm University, Sweden)
16:50-17:30	Modeling trip-chaining choices in large data sets using motifs and MACML estimation Manuel Batram (Faculty of Business Administration and Economics, Universität Bielefeld, Germany)
	Going downtown for dinner
Wednesday, June 14
08:30-09:10	Smart Data Analytics Wolfgang Karl Härdle (Ladislaus von Bortkiewicz Chair of Statistics, School of Business and Economics, Humboldt-Universität zu Berlin, Germany)
09:10-09:50	Using a Kernel-based regression to model the required space for inland vessels Nicolas Fischer & Ostap Okhrin (Faculty of Transportation and Traffic Sciences, TU Dresden, Germany)
09:50 – 10:10	Coffee Break
10:10 – 10:50	Intelligent Urban Transportation: Minimizing Costs and Emissions of Urban Freight Delivery Jan Fabian Ehmke (Europa-Universität Viadrina, Chair of Business Analytics)
10:50 – 11:30	Fairness Aspects of Selective Customer Acceptance Mechanisms in Dynamic Vehicle Routing Ninja Söffker, Marlin Ulmer & Dirk Mattfeld (Decision Support, Technische Universität Braunschweig, Germany)
11:30 – 12:10	Spatial Information in Value Function Approximation for Dynamic Vehicle Routing with Stochastic Requests Artur Ansmann (Decision Support, Technische Universität Braunschweig, Germany)
12:10 – 12:30	Wrap-up and discussion of new ideas
12:30	Light Lunch and Farewell

We kindly acknowledge the financial support of this event (grant-no. F-003661-553-75D-1161101) as part of the Institutional Strategy of the TU Dresden in the Excellence Programme.

Organization Committee,
Ostap Okhrin and Jörn Schönberger