05.07.2017
Workshop on Integration of Transportation, Statistics and Big Data
July 21- 22, 2017, Dresden, Germany
The scientific aim of the workshop „Integration of Transportion, Statistics and Big Data” is the consolidation of the complementary fields statistics, economic sciences and traffic sciences.
In both, traffic and economic sciences, extensive data are measured and recorded continuously. At the same time modern traffic systems are in a constant need of current data to work efficiently. Different academic fields have to cooperate to develop appropriate analytical methods. These are in particular statistics, economic sciences and traffic sciences. The common interface Big Data facilitates to adapt and combine different scientific methods.
List of Participants:
- Jianjun Guo, Dean of the School of Statistics, SWUFE
- Hui Xiao, Professor of Management, SWUFE
- Jinyuan Chang, Associate Professor of Statistics and Econometrics, SWUFE
- Feng Xiao, Associate Professor of Transportation Economics, SWUFE
- Shulin Zhang, Associate Professor of Statistics and Econometrics, SWUFE
- Peter Song, Research field: Biostatistics, School of Public Health, UMICH
- Heping Zhang, Professor of Biostatistics, Statistics and Data Science, School of Public Health, YALE
- Annie Qu, Professor of Statistics, Department of Statistics, UIUC
- Jeffrey Zhang, Center for Statistics and Machine Learning, PRINCETON
- Leon Zhang, Institute for Economic Policy Research, STANFORD
- Bernard Bäker, Dean of the Faculty of Transportation, TUD
- Jörn Schönberger, Vice-dean of the Faculty of Transportation, TUD
- Hartmut Fricke, Director of the Institute of Air Transportation and Logistics, TUD
- Ulrike Stopka, Study dean at the Faculty of Transportation, Chair of Communications, TUD
- Bernhard Schipp, Commissioner of foreign affairs of the School of Business and Economics, Chair of Econometrics, School of Business and Economics, TUD
- Ostap Okhrin, Commissioner of foreign affairs of the Faculty of Transportation, Chair of Statistics and Econometrics, Faculty of Transportation, TUD
- Danny Klotzsche, Consultant for Internationalizaton of the Field: Construction and Environment, TUD
Venue:
Technische Universität Dresden, Potthoff-Bau Haus 2, Hettner Str.3, Room 161
Location on the Campus
Agenda & Abstracts
Friday, July 21, 2017
| 12:00 - 13:20 | Excursion to the Railway Laboratory and Registration | |
| 13:30 - 13:35 |
Welcome Words |
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13:35 - 13:45 |
Opening Speech |
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| 13:45-13:55 | Speech Jianjun Guo |
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| 13:55 - 14:05 | Academic Exchange and international research Danny Klotzsche |
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| 14:05 - 14:45 | Discussion Cooperation/ Masterprogram Joint Signature of the Memorandum of Agreement |
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| 14:45 - 15:00 | Coffee Break | |
| 15:00 - 15:25 | The flying car comes later - Mechatronical vehicles of the future 2030+ Bernard Bäker |
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| 15:25 - 15:50 | Ranking and Selection: An Optimal Computing Budget Allocation Procedure Hui Xiao |
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| 15:50 - 16:15 | Optimisation of ecological and safety aspects of the trajectory modeling Hartmut Fricke |
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| 16:15 - 16:25 | Coffee Break | |
| 16:25 - 16:50 | A new scope of penalized empirical likelihood with high-dimensional estimating equations Jinyuan Chang |
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| 16:50 - 17:15 |
Algorithmic Process Decision Making in Volatile Environments: Beyond Intelligent Search |
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| 17:15 - 17:40 | Semidefinite Programming and Nash Equilibria in Bimatrix Games Jeffrey Zhang |
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| 18:30 | Excursion + Dinner in the city center at Sophienkeller | |
Saturday, July 22, 2017
| 9:30 - 9:55 | Using a Kernel-based regression to model the required space for inland vessels Ostap Okhrin |
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| 9:55 - 10:20 | Identification of risk factors associated with injury in vehicle accidents using Big Data from the USA national automobile crash reporting system Peter Song |
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| 10:20 - 10:45 |
Integration and analysis of imaging and genetic data |
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| 10:45 - 11:00 | Coffee Break | |
| 11:00 - 11:25 |
Individualized learning and integration for medical imaging data |
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| 11:25 - 11:50 | Risk management by statistics of extremes: Assessing the impact of the subprime financial crisis on stock market performance Bernhard Schipp |
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| 11:50 - 12:15 | Exploration of Day-To-Day Route Choice Models By a Virtual Experiment Feng Xiao |
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| 12:15 - 12:25 | Coffee Break | |
| 12:25 - 12:50 | Goodness-of-fit Test of Copula functions for semi-parametric Univariate Time Series Models Shulin Zhang |
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| 12:50 - 13:15 | On the empirical relevance of Myerson's Neutral Bargaining Solution Leon Zhang |
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| 13:45 | Lunch in the city center at DRESDEN 1900 | |
Tuesday, July 25, 2017
| 13:00 - 13:30 | Excursion to the Railway Laboratory |
| 14:00 - 15:00 |
Discussion at University Level |
Organizing Committee:
Kathrin Kormoll and Ostap Okhrin