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Elenna Dugundji

Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics

United States

SCHOLARLY PAPERS

31

DOWNLOADS

118

TOTAL CITATIONS

0

Scholarly Papers (31)

1.

From Dock to Destination: Toward an End-to-End Simulation Study

MIT Center for Transportation & Logistics Research Paper No. 2025/020, Procedia Computer Science, volume 257, 2025[10.1016/j.procs.2025.03.062]
Number of pages: 8 Posted: 05 May 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics, Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics and Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics
Downloads 73 (891,180)

Abstract:

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Port Efficiency, Container dwell time, Short-haul rail, Intermodal transportation, Discrete event simulation (DES), Port congestion, Commodity analysis, Modal shift

2.

An Effective Aggregation Heuristic for Capacitated Facility Location Problems with many Demand Points

MIT Center for Transportation & Logistics Research Paper No. 2025/029, Computers & Operations Research, volume 183, 2025[10.1016/j.cor.2025.107153]
Number of pages: 28 Posted: 15 Aug 2025
Vrije Universiteit Amsterdam, affiliation not provided to SSRN, Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics and Vrije Universiteit Amsterdam
Downloads 45 (1,133,231)

Abstract:

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Demand aggregation, Capacitated Facility Location Problem, CFLP

3.

Hourly Forecasting of Traffic Flow Rates Using Spatial Temporal Graph Neural Networks

MIT Center for Transportation & Logistics Research Paper No. 2023/022, Procedia Computer Science, volume 220, 2023[10.1016/j.procs.2023.03.016]
Posted: 29 Apr 2025
Eline A. Belt, Thomas Koch and Elenna Dugundji
Independent, Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics and Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics

Abstract:

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Highway Traffic, Metropolitan Regional Congestion, Seasonal Naive

4.

Analysis of the Impact of Policy Measures on Parking Behavior Using Interpretable Time Series Models

MIT Center for Transportation & Logistics Research Paper No. 2024/045, Journal of Transport and Land Use, volume 17, issue 1, 2024[10.5198/jtlu.2024.2455]
Posted: 29 Apr 2025
Elisabeth S. Fokker, Elenna Dugundji and Thomas Koch
affiliation not provided to SSRN, Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics and Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics

Abstract:

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ETSX, interpretable time series models, LSTM, machine learning

5.

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

MIT Center for Transportation & Logistics Research Paper No. 2020/031, Procedia Computer Science, volume 170, 2020[10.1016/j.procs.2020.03.015]
Posted: 28 Apr 2025
Ruud M. Buijs, Thomas Koch and Elenna Dugundji
Universidad Nacional Autónoma de México - Department of Cellular Biology and Physiology, Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics and Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics

Abstract:

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artificial neural nets, machine learning

6.

Generalized Behavioral Framework for Choice Models of Social Influence: Behavioral and Data Concerns in Travel Behavior

MIT Center for Transportation & Logistics Research Paper No. 2015/004, Journal of Transport Geography, volume 46, 2015[10.1016/j.jtrangeo.2015.06.005]
Posted: 28 Apr 2025
Michael Maness, Cinzia Cirillo and Elenna Dugundji
affiliation not provided to SSRN, University of Maryland, College Park and Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics

Abstract:

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Discrete choice, Network effects, Social interactions, Social networks

7.

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

MIT Center for Transportation & Logistics Research Paper No. 2021/025, Procedia Computer Science, volume 184, 2021[10.1016/j.procs.2021.03.062]
Posted: 28 Apr 2025
Thomas Koch and Elenna Dugundji
Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics and Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics

Abstract:

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Bicycle route choice, GPS trajectory, Inverse reinforcement learning

8.

Sociodynamic Discrete Choice on Networks in Space: Impacts of Agent Heterogeneity on Emergent Outcomes

MIT Center for Transportation & Logistics Research Paper No. 2008/004, Environment and Planning B: Planning and Design, volume 35, issue 6, 2008[10.1068/b33021t]
Posted: 28 Apr 2025
Elenna Dugundji and László Gulyás
Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics and affiliation not provided to SSRN

Abstract:

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9.

Discrete Choice with Social and Spatial Network Interdependencies an Empirical Example Using Mixed Generalized Extreme Value Models with Field and Panel Effects

MIT Center for Transportation & Logistics Research Paper No. 2005/001, Transportation Research Record: Journal of the Transportation Research Board, volume 1921, 2005[10.3141/1921-09]
Posted: 28 Apr 2025
Elenna Dugundji and Joan L. Walker
Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics and University of California, Berkeley - Department of Civil and Environmental Engineering

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10.

Spatio-Temporal Clustering of Time-Dependent Origin-Destination Electronic Trace Data

MIT Center for Transportation & Logistics Research Paper No. 2018/024, Procedia Computer Science, volume 130, 2018[10.1016/j.procs.2018.04.053]
Posted: 28 Apr 2025
Daphne Van Leeuwen, Joost Bosman and Elenna Dugundji
affiliation not provided to SSRN, affiliation not provided to SSRN and Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics

Abstract:

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Clustering, GPS traces, Modularity optimization, OD-matrices

11.

Structure and Emergence in a Nested Logit Model with Social and Spatial Interactions

MIT Center for Transportation & Logistics Research Paper No. 2013/008, Computational and Mathematical Organization Theory, volume 19, issue 2, 2013[10.1007/s10588-013-9157-y]
Posted: 28 Apr 2025
Elenna Dugundji and László Gulyás
Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics and affiliation not provided to SSRN

Abstract:

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Discrete choice, Multi-agent based social simulation, Social networks

12.

Taste Variation in Environmental Features of Bicycle Routes

MIT Center for Transportation & Logistics Research Paper No. 2021/022
Posted: 28 Apr 2025
Thomas Koch and Elenna Dugundji
Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics and Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics

Abstract:

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bicycle route choice, environmental variables

13.

Path Complexity and Bicyclist Route Choice Set Quality Assessment

MIT Center for Transportation & Logistics Research Paper No. 2021/030, Personal and Ubiquitous Computing, volume 25, issue 1, 2021[10.1007/s00779-019-01350-w]
Posted: 28 Apr 2025
Thomas Koch, Luk Knapen and Elenna Dugundji
Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics, affiliation not provided to SSRN and Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics

Abstract:

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Choice sets, Route choice generation, Route complexity

14.

A Review of Methods to Model Route Choice Behavior of Bicyclists: Inverse Reinforcement Learning in Spatial Context and Recursive Logit

MIT Center for Transportation & Logistics Research Paper No. 2020/028
Posted: 28 Apr 2025
Thomas Koch and Elenna Dugundji
Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics and Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics

Abstract:

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bicycle route behavior, dynamic discrete choice, dynamic programming

15.

Sociodynamic Discrete Choice on Networks in Space: Role of Utility Parameters and Connectivity in Emergent Outcomes

MIT Center for Transportation & Logistics Research Paper No. 2012/006, Procedia Computer Science, volume 10, 2012[10.1016/j.procs.2012.06.107]
Posted: 28 Apr 2025
Elenna Dugundji and László Gulyás
Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics and affiliation not provided to SSRN

Abstract:

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Discrete choice, Multi-agent based social simulation, Social networks

16.

A Revealed Preference Time of Day Model for Departure Time of Delivery Trucks in the Netherlands

MIT Center for Transportation & Logistics Research Paper No. 2018/019
Posted: 28 Apr 2025
Alexandra G. J. Vegelien and Elenna Dugundji
affiliation not provided to SSRN and Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics

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17.

Bicyclist Route Choice: Data Exploration and Research Project Outline

MIT Center for Transportation & Logistics Research Paper No. 2019/032, Procedia Computer Science, volume 151, 2019[10.1016/j.procs.2019.04.055]
Posted: 28 Apr 2025
Luk Knapen, Thomas Koch and Elenna Dugundji
affiliation not provided to SSRN, Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics and Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics

Abstract:

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Bicycle, Choice set, GPS traces, Route

18.

Path Complexity for Observed and Predicted Bicyclist Routes

MIT Center for Transportation & Logistics Research Paper No. 2019/029, Procedia Computer Science, volume 151, 2019[10.1016/j.procs.2019.04.054]
Posted: 28 Apr 2025
Thomas Koch, Luk Knapen and Elenna Dugundji
Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics, affiliation not provided to SSRN and Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics

Abstract:

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Choice sets, Route choice generation, Route complexity

19.

The Impact of a New Public Transport Line on Parking Behavior

MIT Center for Transportation & Logistics Research Paper No. 2021/028, Procedia Computer Science, volume 184, 2021[10.1016/j.procs.2021.03.031]
Posted: 28 Apr 2025
Elisabeth S. Fokker, Thomas Koch and Elenna Dugundji
affiliation not provided to SSRN, Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics and Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics

Abstract:

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Effect analysis, Logistic regression model, Logit model, Parking behavior

20.

Door-to-Door Transit Accessibility Using Pareto Optimal Range Queries

MIT Center for Transportation & Logistics Research Paper No. 2020/033, Procedia Computer Science, volume 170, 2020[10.1016/j.procs.2020.03.014]
Posted: 28 Apr 2025
Thomas Koch, Luk Knapen and Elenna Dugundji
Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics, affiliation not provided to SSRN and Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics

Abstract:

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accessibility, activity based travel demand model, pareto optimal transit

21.

The Optimization of Traffic Count Locations in Multi-Modal Networks

MIT Center for Transportation & Logistics Research Paper No. 2018/020, Procedia Computer Science, volume 130, 2018[10.1016/j.procs.2018.04.041]
Posted: 28 Apr 2025
Thomas Koch, Rob van der Mei and Elenna Dugundji
Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics, VU University Amsterdam and Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics

Abstract:

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bicycling, multi-modal networks, origin-destination matrix, pedestrians

22.

Network Partitioning on Time-Dependent Origin-Destination Electronic Trace Data

MIT Center for Transportation & Logistics Research Paper No. 2019/023, Personal and Ubiquitous Computing, volume 23, issue 5-6, 2019[10.1007/s00779-019-01208-1]
Posted: 28 Apr 2025
Daphne Van Leeuwen, Joost Bosman and Elenna Dugundji
affiliation not provided to SSRN, affiliation not provided to SSRN and Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics

Abstract:

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23.

Applying Transfer Learning and Various Ann Architectures to Predict Transportation Mode Choice in Amsterdam

MIT Center for Transportation & Logistics Research Paper No. 2021/027, Procedia Computer Science, volume 184, 2021[10.1016/j.procs.2021.03.067]
Posted: 28 Apr 2025
Ruud M. Buijs, Thomas Koch and Elenna Dugundji
Universidad Nacional Autónoma de México - Department of Cellular Biology and Physiology, Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics and Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics

Abstract:

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Neural nets, Public transportation network change, Transfer learning

24.

Forecasting Public Transport Ridership: Management of Information Systems Using Cnn and Lstm Architectures

MIT Center for Transportation & Logistics Research Paper No. 2021/018, Procedia Computer Science, volume 184, 2021[10.1016/j.procs.2021.03.037]
Posted: 28 Apr 2025
Sergey Khalil, Chintan Amrit, Thomas Koch and Elenna Dugundji
affiliation not provided to SSRN, delete, Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics and Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics

Abstract:

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CNN, LSTM, Machine learning, Neural nets

25.

Using Neural Nets to Predict Transportation Mode Choice: Amsterdam Network Change Analysis

MIT Center for Transportation & Logistics Research Paper No. 2021/021, Journal of Ambient Intelligence and Humanized Computing, volume 12, issue 1, 2021[10.1007/s12652-020-02855-6]
Posted: 28 Apr 2025
Ruud M. Buijs, Thomas Koch and Elenna Dugundji
Universidad Nacional Autónoma de México - Department of Cellular Biology and Physiology, Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics and Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics

Abstract:

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Artificial neural nets, Machine learning

26.

Short-Term Time Series Forecasting for Multi-Site Municipal Solid Waste Management

MIT Center for Transportation & Logistics Research Paper No. 2023/011, Procedia Computer Science, volume 220, 2023[10.1016/j.procs.2023.03.024]
Posted: 25 Apr 2025
Elisabeth S. Fokker, Thomas Koch and Elenna Dugundji
affiliation not provided to SSRN, Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics and Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics

Abstract:

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etsx, external variables, prediction models, quantile regression

27.

Elucidating Us Import Supply Chain Dynamics

MIT Center for Transportation & Logistics Research Paper No. 2024/066, Procedia Computer Science, volume 238, 2024[10.1016/j.procs.2024.06.018]
Posted: 25 Apr 2025
Nikolay Aristov, Ziyan Li, Thomas Koch and Elenna Dugundji
Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics, affiliation not provided to SSRN, Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics and Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics

Abstract:

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Automatic Information System (AIS), Boosted Hybrid

28.

Drop Trailer Forecasting in Volatile Networks

MIT Center for Transportation & Logistics Research Paper No. 2024/062, Procedia Computer Science, volume 238, 2024[10.1016/j.procs.2024.06.053]
Posted: 25 Apr 2025
Alex Carroll, Troy Egar, Thomas Koch and Elenna Dugundji
affiliation not provided to SSRN, affiliation not provided to SSRN, Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics and Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics

Abstract:

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Demand Forecasting, Drop Trailer Management, Gradient Boosted Trees

29.

An Optimization Approach to Minimize Material Movements in a Fully Automated Warehouse

MIT Center for Transportation & Logistics Research Paper No. 2024/061, Procedia Computer Science, volume 238, 2024[10.1016/j.procs.2024.06.054]
Posted: 25 Apr 2025
Ryme Kabak, Thomas Koch and Elenna Dugundji
affiliation not provided to SSRN, Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics and Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics

Abstract:

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automated warehouse, material placement, mobile robot, optimization

30.

Estimation of Informal Park-and-Ride

MIT Center for Transportation & Logistics Research Paper No. 2024/039, Procedia Computer Science, volume 238, 2024[10.1016/j.procs.2024.05.193]
Posted: 25 Apr 2025
Luk Knapen, Tom Bellemans, Elenna Dugundji and Rob van der Mei
affiliation not provided to SSRN, affiliation not provided to SSRN, Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics and VU University Amsterdam

Abstract:

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I-Splines, park, ride, scenario analysis

31.

Forecasting Traffic Flow by Vehicle Category on a Major Highway Impacted by Road Maintenance Works

MIT Center for Transportation & Logistics Research Paper No. 2025/011, Transportation Research Procedia, volume 82, 2025[10.1016/j.trpro.2024.12.128]
Posted: 24 Apr 2025
Independent, Independent, Independent, Independent, Independent, Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics and Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics

Abstract:

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"Harmonic regression", "Highway traffic forecasting", "Prophet", "Road maintenance", "SAR", "SARIMA", "Vehicle category"