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ORCIDThomas Koch 0005
Person information
- affiliation: Centrum Wiskunde en Informatica, Amsterdam, The Netherlands
- affiliation: VU Amsterdam, The Netherlands
Other persons with the same name
- Thomas Koch — disambiguation page
- Thomas Koch 0001 — University of Hagen, Germany
- Thomas Koch 0002 — Ruhr University Bochum, Germany
- Thomas Koch 0003 — Humboldt University of Berlin, Germany
- Thomas Koch 0004 — RWTH Aachen University, Germany
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Journal Articles
- 2021
[j2]Ruurd Buijs
, Thomas Koch, Elenna R. Dugundji:
Using neural nets to predict transportation mode choice: Amsterdam network change analysis. J. Ambient Intell. Humaniz. Comput. 12(1): 121-135 (2021)- [j1]Thomas Koch, Luk Knapen, Elenna R. Dugundji:
Path complexity and bicyclist route choice set quality assessment. Pers. Ubiquitous Comput. 25(1): 63-75 (2021)
Conference and Workshop Papers
- 2023
- [c18]Eline A. Belt, Thomas Koch, Elenna R. Dugundji:
Hourly forecasting of traffic flow rates using spatial temporal graph neural networks. ANT/EDI40 2023: 102-109 - [c17]Elisabeth S. Fokker, Thomas Koch, Elenna R. Dugundji:
Short-term time series forecasting for multi-site municipal solid waste management. ANT/EDI40 2023: 170-179 - [c16]Kamran Iqbal Siddiqui, Madeleine Mei Yee Lee, Thomas Koch, Elenna R. Dugundji:
Case Fill Rate Prediction. IN4PL 2023: 285-303 - [c15]Andrew Mohn, Charles Snow, Yusuke Tanaka, Thomas Koch, Elenna R. Dugundji:
A Continuous Review Policy for Warehouse Inventory Management. IN4PL 2023: 304-316 - 2022
- [c14]Bas van der Bijl, Bart Gijsbertsen, Stan van Loon, Yorran Reurich, Tom de Valk, Thomas Koch, Elenna R. Dugundji:
A Comparison of Approaches for the Time Series Forecasting of Motorway Traffic Flow Rate at Hourly and Daily Aggregation Levels. ANT/EDI40 2022: 213-222 - [c13]Annabel P. B. van den Berg, Lotte R. Bootsma, Thomas F. A. Bovenber, A. Rosa Moerbeek, Eelco de Jong, Sergey Khalil, Thomas Koch, Elenna R. Dugundji:
Year-ahead Ambient Temperature Forecasting in Pharmaceutical Transport Lanes Thermal Conditions. ANT/EDI40 2022: 255-264 - 2021
- [c12]Elisabeth S. Fokker, Thomas Koch, Elenna R. Dugundji:
The Impact of a New Public Transport Line on Parking behavior. ANT/EDI40 2021: 210-217 - [c11]Sergey Khalil, Chintan Amrit, Thomas Koch, Elenna R. Dugundji:
Forecasting Public Transport Ridership: Management of Information Systems using CNN and LSTM Architectures. ANT/EDI40 2021: 283-290 - [c10]Jan-Willem Feilzer, Daan Stroosnier, Elenna R. Dugundji, Thomas Koch:
Predicting Lessee Switch Behavior using Logit Models. ANT/EDI40 2021: 380-387 - [c9]Thomas Koch, Elenna R. Dugundji:
Limitations of Recursive Logit for Inverse Reinforcement Learning of Bicycle Route Choice Behavior in Amsterdam. ANT/EDI40 2021: 492-499 - [c8]Ruurd Buijs, Thomas Koch, Elenna R. Dugundji:
Applying transfer learning and various ANN architectures to predict transportation mode choice in Amsterdam. ANT/EDI40 2021: 532-540 - [c7]Thomas Koch, Elenna R. Dugundji:
Taste variation in environmental features of bicycle routes. IWCTS@SIGSPATIAL 2021: 2:1-2:10 - 2020
- [c6]Thomas Koch, Luk Knapen, Elenna R. Dugundji:
Door-to-door transit accessibility using Pareto optimal range queries. ANT/EDI40 2020: 107-114 - [c5]Ruurd Buijs, Thomas Koch, Elenna R. Dugundji:
Using Neural Nets to Predict Transportation Mode Choice: An Amsterdam Case Study. ANT/EDI40 2020: 115-122 - [c4]Thomas Koch, Elenna R. Dugundji:
A review of methods to model route choice behavior of bicyclists: inverse reinforcement learning in spatial context and recursive logit. GeoSim@SIGSPATIAL 2020: 30-37 - 2019
- [c3]Thomas Koch, Luk Knapen, Elenna R. Dugundji:
Path complexity for observed and predicted bicyclist routes. ANT/EDI40 2019: 393-400 - [c2]Luk Knapen, Thomas Koch, Elenna R. Dugundji:
Bicyclist Route Choice: Data Exploration and Research Project Outline. ANT/EDI40 2019: 401-408 - 2018
- [c1]Thomas Koch, Rob van der Mei, Elenna R. Dugundji:
The optimization of traffic count locations in multi-modal networks. ANT/SEIT 2018: 287-293
Parts in Books or Collections
- 2022
- [p1]Vahideh Reshadat, Tess Kolkman, Kalliopi Zervanou, Yingqian Zhang, Alp Akçay, Carlijn Snijder, Ryan McDonnell, Karel Schorer, Casper Wichers, Thomas Koch, Elenna R. Dugundji, Eelco de Jong:
Knowledge Modeling and Incident Analysis for Special Cargo. Technologies and Applications for Big Data Value 2022: 519-544
Coauthor Index
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