Elenna R. Dugundji

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 32

Top Topics

Inverse Reinforcement Learning

Data Exploration

Spatial Context

Top Venues

J. Ambient Intell. Humaniz. Comput.

Publications

Andrew Mohn, Charles Snow, Yusuke Tanaka, Thomas Koch, Elenna R. Dugundji
A Continuous Review Policy for Warehouse Inventory Management. IN4PL (2023)
Kamran Iqbal Siddiqui, Madeleine Mei Yee Lee, Thomas Koch, Elenna R. Dugundji
Case Fill Rate Prediction. IN4PL (2023)
Eline A. Belt, Thomas Koch, Elenna R. Dugundji
Hourly forecasting of traffic flow rates using spatial temporal graph neural networks. ANT/EDI40 (2023)
Elisabeth S. Fokker, Thomas Koch, Elenna R. Dugundji
Short-term time series forecasting for multi-site municipal solid waste management. ANT/EDI40 (2023)
Jullian van Kampen, Luk Knapen, Rob van der Mei, Eric J. Pauwels, Elenna R. Dugundji
Yearly Development of Car Ownership in Urban and Rural Environments. ANT/EDI40 (2022)
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)
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)
Jan-Willem Feilzer, Daan Stroosnier, Elenna R. Dugundji, Thomas Koch
Predicting Lessee Switch Behavior using Logit Models. ANT/EDI40 (2021)
Ruurd Buijs, Thomas Koch, Elenna R. Dugundji
Applying transfer learning and various ANN architectures to predict transportation mode choice in Amsterdam. ANT/EDI40 (2021)
Jullian van Kampen, Eric J. Pauwels, Rob van der Mei, Elenna R. Dugundji
Understanding the relation between travel duration and station choice behavior of cyclists in the metropolitan region of Amsterdam. J. Ambient Intell. Humaniz. Comput. 12 (1) (2021)
Jullian van Kampen, Luk Knapen, Eric J. Pauwels, Rob van der Mei, Elenna R. Dugundji
Bicycle Parking in Station Areas in the Netherlands. ANT/EDI40 (2021)
Elisabeth S. Fokker, Thomas Koch, Elenna R. Dugundji
The Impact of a New Public Transport Line on Parking behavior. ANT/EDI40 (2021)
Thomas Koch, Elenna R. Dugundji
Limitations of Recursive Logit for Inverse Reinforcement Learning of Bicycle Route Choice Behavior in Amsterdam. ANT/EDI40 (2021)
Thomas Koch, Luk Knapen, Elenna R. Dugundji
Path complexity and bicyclist route choice set quality assessment. Pers. Ubiquitous Comput. 25 (1) (2021)
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) (2021)
Thomas Koch, Elenna R. Dugundji
Taste variation in environmental features of bicycle routes. IWCTS@SIGSPATIAL (2021)
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)
Jullian van Kampen, Manoj Ashvin Jayaraj, Eric J. Pauwels, Rob van der Mei, Elenna R. Dugundji
Understanding the relation between distance and train station choice behavior of cyclists in the western region of the Netherlands. ANT/EDI40 (2020)
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)
Ruurd Buijs, Thomas Koch, Elenna R. Dugundji
Using Neural Nets to Predict Transportation Mode Choice: An Amsterdam Case Study. ANT/EDI40 (2020)
Thomas Koch, Luk Knapen, Elenna R. Dugundji
Door-to-door transit accessibility using Pareto optimal range queries. ANT/EDI40 (2020)
Daphne van Leeuwen, Joost W. Bosman, Elenna R. Dugundji
Network partitioning on time-dependent origin-destination electronic trace data. Pers. Ubiquitous Comput. 23 (5-6) (2019)
Thomas Koch, Luk Knapen, Elenna R. Dugundji
Path complexity for observed and predicted bicyclist routes. ANT/EDI40 (2019)
Dmitrii Erkin, Elenna R. Dugundji, Ger Koole, Joaquim A. S. Gromicho, Rob van der Mei
Buffering locations in retail deliveries. ANT/EDI40 (2019)
Jullian van Kampen, Eric J. Pauwels, Rob van der Mei, Elenna R. Dugundji
Analyzing Potential Age Cohort Effects in Car Ownership and Residential Location in the Metropolitan Region of Amsterdam. ANT/EDI40 (2019)
Luk Knapen, Thomas Koch, Elenna R. Dugundji
Bicyclist Route Choice: Data Exploration and Research Project Outline. ANT/EDI40 (2019)
E. Heyns, S. Uniyal, Elenna R. Dugundji, F. Tillema, C. Huijboom
Predicting Traffic Phases from Car Sensor Data using Machine Learning. ANT/EDI40 (2019)
Alexandra G. J. Vegelien, Elenna R. Dugundji
A Revealed Preference Time of Day Model for Departure Time of Delivery Trucks in the Netherlands. ITSC (2018)
Guus Berkelmans, Wouter Berkelmans, Nanda Piersma, Rob van der Mei, Elenna R. Dugundji
Predicting Electric Vehicle Charging Demand using Mixed Generalized Extreme Value Models with Panel Effects. ANT/SEIT (2018)
Thomas Koch, Rob van der Mei, Elenna R. Dugundji
The optimization of traffic count locations in multi-modal networks. ANT/SEIT (2018)
Daphne van Leeuwen, Joost W. Bosman, Elenna R. Dugundji
Spatio-Temporal Clustering of Time-Dependent Origin-Destination Electronic Trace Data. ANT/SEIT (2018)
Merel Steenbrink, Elenna R. Dugundji, Rob van der Mei
Predicting the Demand for Charging Stations for Electric Vehicles. ERCIM News 2016 (105) (2016)
Elenna R. Dugundji, László Gulyás
Structure and emergence in a nested logit model with social and spatial interactions. Comput. Math. Organ. Theory 19 (2) (2013)
Elenna R. Dugundji, Ate Poorthuis, Michiel van Meeteren
Capturing Unobserved Correlated Effects in Diffusion in Large Virtual Networks. CompleNet (2013)
Elenna R. Dugundji, László Gulyás
Sociodynamic Discrete Choice on Networks in Space: Role of Utility Parameters and Connectivity in Emergent Outcomes. ANT/MobiWIS (2012)
Elenna R. Dugundji, László Gulyás
Socio-dynamic Discrete Choice on Networks in Space: Impact of Initial Conditions, Network Size and Connectivity on Emergent Outcomes in a Simple Nested Logit Model. CompleNet (2012)
Elenna R. Dugundji, László Gulyás
Sociodynamic Discrete Choice Applied To Travel Demand: Multi-Agent Based Simulation And Issues In Estimation. ECMS (2012)
Elenna R. Dugundji, László Gulyás
Sociodynamic Discrete Choice Applied to Travel Demand: Multi-Agent Based Simulation and Issues in Estimation. FedCSIS (2012)
Elenna R. Dugundji, Ate Poorthuis, Michiel van Meeteren
Modeling User Behavior in Adoption and Diffusion of Twitter Clients. SocialCom/PASSAT (2011)
Kwan Hong Lee, Andrew Lippman, Alex Pentland, Elenna R. Dugundji
The Impacts of Just-in-Time Social Networks on People's Choices in the Real World. SocialCom/PASSAT (2011)
László Gulyás, Elenna R. Dugundji
Emergent Opinion Dynamics on Endogenous Networks. AAAI Fall Symposium: Interaction and Emergent Phenomena in Societies of Agents (2006)