Thomas Koch

27 papers Journal 2Unranked 24
YearRankTypeTitle / Venue / Authors
2025 — conf
Automating Harmonized System (HS) Code Classification from Unstructured Shipping Manifests using Large Language Models.
HPEC
Thomas Koch, Kevin Power
2025 — conf
From Dock to Destination: Toward an End-to-End Simulation Study.
ANT/EDI40
Kevin Power, Yassine Lahlou-Kamal, Nikolay Aristov, Elenna R. Dugundji, Thomas Koch
2024 — conf
An Optimization Approach to Minimize Material Movements in a Fully Automated Warehouse.
ANT/EDI40
Ryme Kabak, Thomas Koch, Elenna R. Dugundji
2024 — conf
Drop Trailer Forecasting in Volatile Networks.
ANT/EDI40
Alex Carroll, Troy Egar, Thomas Koch, Elenna R. Dugundji
2024 — conf
Elucidating US Import Supply Chain Dynamics.
ANT/EDI40
Nikolay Aristov, Ziyan Li, Thomas Koch, Elenna R. Dugundji
2024 — conf
Elucidating US Import Supply Chain Dynamics: A Spatial-Temporal Graph Neural Network Approach.
HPEC
Nikolay Aristov, Ziyan Li, Thomas Koch, Elenna R. Dugundji
2023 — conf
A Continuous Review Policy for Warehouse Inventory Management.
IN4PL
Andrew Mohn, Charles Snow, Yusuke Tanaka, Thomas Koch, Elenna R. Dugundji
2023 — conf
Case Fill Rate Prediction.
IN4PL
Kamran Iqbal Siddiqui, Madeleine Mei Yee Lee, Thomas Koch, Elenna R. Dugundji
2023 — conf
Hourly forecasting of traffic flow rates using spatial temporal graph neural networks.
ANT/EDI40
Eline A. Belt, Thomas Koch, Elenna R. Dugundji
2023 — conf
Short-term time series forecasting for multi-site municipal solid waste management.
ANT/EDI40
Elisabeth S. Fokker, Thomas Koch, Elenna R. Dugundji
2022 — conf
A Comparison of Approaches for the Time Series Forecasting of Motorway Traffic Flow Rate at Hourly and Daily Aggregation Levels.
ANT/EDI40
Bas van der Bijl, Bart Gijsbertsen, Stan van Loon, Yorran Reurich, Tom de Valk, Thomas Koch, Elenna R. Dugundji
2022 — ch.
Knowledge Modeling and Incident Analysis for Special Cargo.
Technologies and Applications for Big Data Value
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
2022 — conf
Year-ahead Ambient Temperature Forecasting in Pharmaceutical Transport Lanes Thermal Conditions.
ANT/EDI40
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
2021 — conf
Applying transfer learning and various ANN architectures to predict transportation mode choice in Amsterdam.
ANT/EDI40
Ruurd Buijs, Thomas Koch, Elenna R. Dugundji
2021 — conf
Forecasting Public Transport Ridership: Management of Information Systems using CNN and LSTM Architectures.
ANT/EDI40
Sergey Khalil, Chintan Amrit, Thomas Koch, Elenna R. Dugundji
2021 — conf
Limitations of Recursive Logit for Inverse Reinforcement Learning of Bicycle Route Choice Behavior in Amsterdam.
ANT/EDI40
Thomas Koch, Elenna R. Dugundji
2021 J jnl
Path complexity and bicyclist route choice set quality assessment.
Pers. Ubiquitous Comput.
Thomas Koch, Luk Knapen, Elenna R. Dugundji
2021 — conf
Predicting Lessee Switch Behavior using Logit Models.
ANT/EDI40
Jan-Willem Feilzer, Daan Stroosnier, Elenna R. Dugundji, Thomas Koch
2021 — conf
Taste variation in environmental features of bicycle routes.
IWCTS@SIGSPATIAL
Thomas Koch, Elenna R. Dugundji
2021 — conf
The Impact of a New Public Transport Line on Parking behavior.
ANT/EDI40
Elisabeth S. Fokker, Thomas Koch, Elenna R. Dugundji
2021 J jnl
Using neural nets to predict transportation mode choice: Amsterdam network change analysis.
J. Ambient Intell. Humaniz. Comput.
Ruurd Buijs, Thomas Koch, Elenna R. Dugundji
2020 — conf
A review of methods to model route choice behavior of bicyclists: inverse reinforcement learning in spatial context and recursive logit.
GeoSim@SIGSPATIAL
Thomas Koch, Elenna R. Dugundji
2020 — conf
Door-to-door transit accessibility using Pareto optimal range queries.
ANT/EDI40
Thomas Koch, Luk Knapen, Elenna R. Dugundji
2020 — conf
Using Neural Nets to Predict Transportation Mode Choice: An Amsterdam Case Study.
ANT/EDI40
Ruurd Buijs, Thomas Koch, Elenna R. Dugundji
2019 — conf
Bicyclist Route Choice: Data Exploration and Research Project Outline.
ANT/EDI40
Luk Knapen, Thomas Koch, Elenna R. Dugundji
2019 — conf
Path complexity for observed and predicted bicyclist routes.
ANT/EDI40
Thomas Koch, Luk Knapen, Elenna R. Dugundji
2018 — conf
The optimization of traffic count locations in multi-modal networks.
ANT/SEIT
Thomas Koch, Rob van der Mei, Elenna R. Dugundji