Thomas Koch

According to our database, Thomas Koch authored at least 21 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Case Fill Rate Prediction.

Kamran Iqbal Siddiqui, Madeleine Mei Yee Lee, Thomas Koch, Elenna R. Dugundji

Proceedings of the Innovative Intelligent Industrial Production and Logistics, 2023

A Continuous Review Policy for Warehouse Inventory Management.

Andrew Mohn, Charles Snow, Yusuke Tanaka, Thomas Koch, Elenna R. Dugundji

Proceedings of the Innovative Intelligent Industrial Production and Logistics, 2023

Short-term time series forecasting for multi-site municipal solid waste management.

Elisabeth S. Fokker, Thomas Koch, Elenna R. Dugundji

Proceedings of the 14th International Conference on Ambient Systems, 2023

Hourly forecasting of traffic flow rates using spatial temporal graph neural networks.

Eline A. Belt, Thomas Koch, Elenna R. Dugundji

Proceedings of the 14th International Conference on Ambient Systems, 2023

2022

A Comparison of Approaches for the Time Series Forecasting of Motorway Traffic Flow Rate at Hourly and Daily Aggregation Levels.

Bas van der Bijl, Bart Gijsbertsen, Stan van Loon, Yorran Reurich, Tom de Valk, Thomas Koch, Elenna R. Dugundji

Proceedings of the 13th International Conference on Ambient Systems, 2022

Year-ahead Ambient Temperature Forecasting in Pharmaceutical Transport Lanes Thermal Conditions.

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

Proceedings of the 13th International Conference on Ambient Systems, 2022

Knowledge Modeling and Incident Analysis for Special Cargo.

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

Proceedings of the Technologies and Applications for Big Data Value, 2022

2021

Path complexity and bicyclist route choice set quality assessment.

Thomas Koch, Luk Knapen, Elenna R. Dugundji

Pers. Ubiquitous Comput., 2021

Using neural nets to predict transportation mode choice: Amsterdam network change analysis.

Ruurd Buijs, Thomas Koch, Elenna R. Dugundji

J. Ambient Intell. Humaniz. Comput., 2021

Taste variation in environmental features of bicycle routes.

Thomas Koch, Elenna R. Dugundji

Proceedings of the IWCTS@SIGSPATIAL 2021: Proceedings of the 14th ACM SIGSPATIAL International Workshop on Computational Transportation Science, 2021

Limitations of Recursive Logit for Inverse Reinforcement Learning of Bicycle Route Choice Behavior in Amsterdam.

Thomas Koch, Elenna R. Dugundji

Proceedings of the 12th International Conference on Ambient Systems, 2021

Forecasting Public Transport Ridership: Management of Information Systems using CNN and LSTM Architectures.

Sergey Khalil, Chintan Amrit, Thomas Koch, Elenna R. Dugundji

Proceedings of the 12th International Conference on Ambient Systems, 2021

The Impact of a New Public Transport Line on Parking behavior.

Elisabeth S. Fokker, Thomas Koch, Elenna R. Dugundji

Proceedings of the 12th International Conference on Ambient Systems, 2021

Predicting Lessee Switch Behavior using Logit Models.

Jan-Willem Feilzer, Daan Stroosnier, Elenna R. Dugundji, Thomas Koch

Proceedings of the 12th International Conference on Ambient Systems, 2021

Applying transfer learning and various ANN architectures to predict transportation mode choice in Amsterdam.

Ruurd Buijs, Thomas Koch, Elenna R. Dugundji

Proceedings of the 12th International Conference on Ambient Systems, 2021

2020

A review of methods to model route choice behavior of bicyclists: inverse reinforcement learning in spatial context and recursive logit.

Thomas Koch, Elenna R. Dugundji

Proceedings of the GeoSim '20: Proceedings of the 3rd ACM SIGSPATIAL International Workshop on GeoSpatial Simulation, 2020

Door-to-door transit accessibility using Pareto optimal range queries.

Thomas Koch, Luk Knapen, Elenna R. Dugundji

Proceedings of the 11th International Conference on Ambient Systems, 2020

Using Neural Nets to Predict Transportation Mode Choice: An Amsterdam Case Study.

Ruurd Buijs, Thomas Koch, Elenna R. Dugundji

Proceedings of the 11th International Conference on Ambient Systems, 2020

2019

Path complexity for observed and predicted bicyclist routes.

Thomas Koch, Luk Knapen, Elenna R. Dugundji

Proceedings of the 10th International Conference on Ambient Systems, Networks and Technologies (ANT 2019) / The 2nd International Conference on Emerging Data and Industry 4.0 (EDI40 2019) / Affiliated Workshops, April 29, 2019

Bicyclist Route Choice: Data Exploration and Research Project Outline.

Luk Knapen, Thomas Koch, Elenna R. Dugundji

Proceedings of the 10th International Conference on Ambient Systems, Networks and Technologies (ANT 2019) / The 2nd International Conference on Emerging Data and Industry 4.0 (EDI40 2019) / Affiliated Workshops, April 29, 2019

2018

The optimization of traffic count locations in multi-modal networks.

Thomas Koch, Rob van der Mei, Elenna R. Dugundji

Proceedings of the 9th International Conference on Ambient Systems, 2018