121003 documents matched the search for Moshe E. Ben-Akiva in authors.
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Sampling of alternatives in Multivariate Extreme Value (MEV) models, Cristian Guevara and Moshe E. Ben-Akiva,
in Transportation Research Part B: Methodological
(2013)
Keywords: Sampling of alternatives; MEV; GEV models;
Sampling of alternatives in Logit Mixture models, Cristian Guevara and Moshe E. Ben-Akiva,
in Transportation Research Part B: Methodological
(2013)
Keywords: Sampling of alternatives; Logit Mixture; Discrete choice;
Change of Scale and Forecasting with the Control-Function Method in Logit Models, Cristian Guevara and Moshe E. Ben-Akiva,
in Transportation Science
(2012)
Keywords: endogeneity, discrete choice, control-function, logit, forecasting
Sampling of Alternatives in Random Regret Minimization Models, Cristian Guevara, Caspar Chorus and Moshe E. Ben-Akiva,
in Transportation Science
(2016)
Keywords: sampling of alternatives, random regret minimization, large choice-sets
A Disaggregate Direct Demand Model for Simultaneous Choice of Mode and Destination, Moshe Ben-Akiva,
from Transportation Research Forum
(1973)
Keywords: Public Economics
Service-choice behaviour modelling constructed with multiple decision-making processes, Takeshi Kurosawa, Ken Nishimatsu, Motoi Iwashita, Akiya Inoue, Moshe E. Ben-Akiva and Denis Bolduc,
in International Journal of Services, Economics and Management
(2011)
Keywords: discrete choice analysis; expectation-maximisation algorithm; decision making; consumer behaviour; service choice; behaviour modelling; customer preferences; customer segmentation; latent class; telephone services; phone services.
Choice-driven dial-a-ride problem for demand responsive mobility service, Sh. Sharif Azadeh, Bilge Atasoy, Moshe E. Ben-Akiva, M. Bierlaire and M.Y. Maknoon,
in Transportation Research Part B: Methodological
(2022)
Keywords: Choice-driven dial-a-ride problem; Mixed-Integer Linear Problem (MILP); Assortment optimization; Demand responsive mobility;
Modelling preferences for smart modes and services: A case study in Lisbon, Charisma F. Choudhury, Lang Yang, João de Abreu e Silva and Moshe Ben-Akiva,
in Transportation Research Part A: Policy and Practice
(2018)
Keywords: Smart modes; Large choice set; One-way car rental; Shared taxi; Portugal;
Sparse covariance estimation in logit mixture models, Youssef M Aboutaleb, Mazen Danaf, Yifei Xie and Moshe E Ben-Akiva,
in The Econometrics Journal
(2021)
Keywords: Discrete choice, logit mixture models, sparse covariance estimation, algorithmic model selection, machine learning
Moving from trip-based to activity-based measures of accessibility, Xiaojing Dong, Moshe E. Ben-Akiva, John L. Bowman and Joan L. Walker,
in Transportation Research Part A: Policy and Practice
(2006)
Comment on "inferences on trip matrices from observations on link volumes: a bayesian statistical approach" by M.J. Maher, M. E. Ben-Akiva,
in Transportation Research Part B: Methodological
(1985)
An Approach for Predicting Latent Infrastructure Facility Deterioration, Moshe Ben-Akiva and Rohit Ramaswamy,
in Transportation Science
(1993)
Some Circumstances in Which Vehicles Will Reach Their Destinations Earlier by Starting Later: Revisited, Moshe Ben-Akiva and André de Palma,
in Transportation Science
(1986)
A micro-simulation model of shipment size and transport chain choice, Gerard de Jong and Moshe Ben-Akiva,
in Transportation Research Part B: Methodological
(2007)
Increasing the relevance and utility to practice of transportation research, Moshe Ben-Akiva and Peter Bonsall,
in Transport Policy
(2004)
Travel mode switching: Comparison of findings from two public transportation experiments, Maya Abou-Zeid and Moshe Ben-Akiva,
in Transport Policy
(2012)
Keywords: Travel behavior modification; Mode switching; Free public transportation trial; Psychological factors; Commute satisfaction;
Comparing ridership attraction of rail and bus, Moshe Ben-Akiva and Takayuki Morikawa,
in Transport Policy
(2002)
Some Circumstances in Which Vehicles Will Reach Destinations Earlier by Starting Later: Revisited, Moshe Ben-Akiva and André de Palma,
from Economics Department, Queen's University
(1985)
Incorporating random constraints in discrete models of choice set generation, Joffre Swait and Moshe Ben-Akiva,
in Transportation Research Part B: Methodological
(1987)
Risk Aversion in Travel Mode Choice with Rank-Dependent Utility, Matthieu de Lapparent and Moshe Ben-Akiva,
in Mathematical Population Studies
(2014)
A practical policy-sensitive, activity-based, travel-demand model, Yoram Shiftan and Moshe Ben-Akiva,
in The Annals of Regional Science
(2011)
Keywords: R40 Transportation general, R41 Transportation, Demand,
The Akaike Likelihood Ratio Index, Moshe Ben-Akiva and Joffre Swait,
in Transportation Science
(1986)
Well-being and activity-based models, Maya Abou-Zeid and Moshe Ben-Akiva,
in Transportation
(2012)
Keywords: Activity-based models, Activity-schedule approach, Happiness, Subjective well-being, Random utility models,
The effect of social comparisons on commute well-being, Maya Abou-Zeid and Moshe Ben-Akiva,
in Transportation Research Part A: Policy and Practice
(2011)
Keywords: Discrete choice analysis Social comparisons Comparative happiness Travel well-being Commute satisfaction: Travel behavior
Empirical test of a constrained choice discrete model: Mode choice in São Paulo, Brazil, Joffre Swait and Moshe Ben-Akiva,
in Transportation Research Part B: Methodological
(1987)
A theoretical and empirical model of trip chaining behavior, Thomas Adler and Moshe Ben-Akiva,
in Transportation Research Part B: Methodological
(1979)
Optimal Inspection and Repair Policies for Infrastructure Facilities, Samer Madanat and Moshe Ben-Akiva,
in Transportation Science
(1994)
Generalized random utility model, Joan Walker and Moshe Ben-Akiva,
in Mathematical Social Sciences
(2002)
Integration of an Activity-based Model System and a Residential Location Model, Moshe Ben-Akiva and John L. Bowman,
in Urban Studies
(1998)
Estimation of IP Telephony Demand Using the Integrated Choice and Latent Variables Approach, Denis Bolduc and Moshe Ben-Akiva,
from Society for Computational Economics
(2006)
Keywords: Latent Variable models, discrete choice with interdependent alternatives, Hybrid choice modeling
Hybrid choice models, Maya Abou-Zeid and Moshe Ben-Akiva,
from Edward Elgar Publishing
(2014)
Keywords: Economics and Finance, Environment, Urban and Regional Studies,
Advances in Discrete Choice: Mixture Models, Joan L. Walker and Moshe Ben-Akiva,
from Edward Elgar Publishing
(2011)
Keywords: Economics and Finance, Environment, Urban and Regional Studies,
Hybrid choice models, Maya Abou-Zeid and Moshe Ben-Akiva,
from Edward Elgar Publishing
(2024)
Keywords: Economics and Finance, Environment, Geography, Urban and Regional Studies,
E-Commerce Delivery Demand Modeling Framework for An Agent-Based Simulation Platform, Takanori Sakai, Yusuke Hara, Ravi Seshadri, Andr\'e Alho, Md Sami Hasnine, Peiyu Jing, ZhiYuan Chua and Moshe Ben-Akiva,
from arXiv.org
(2020)
Evaluating congestion pricing schemes using agent-based passenger and freight microsimulation, Peiyu Jing, Ravi Seshadri, Takanori Sakai, Ali Shamshiripour, Andre Romano Alho, Antonios Lentzakis and Moshe E. Ben-Akiva,
from arXiv.org
(2023)
Evaluating congestion pricing schemes using agent-based passenger and freight microsimulation, Peiyu Jing, Ravi Seshadri, Takanori Sakai, Ali Shamshiripour, Andre Romano Alho, Antonios Lentzakis and Moshe E. Ben-Akiva,
in Transportation Research Part A: Policy and Practice
(2024)
Keywords: Congestion pricing; Urban freight; Demand management; Traffic management; Simulation; Equity;
Probabilistic and Economic Factors in Highway Geometric Design, Moshe Ben-Akiva, Moshe Hirsh and Joseph Prashker,
in Transportation Science
(1985)
Dynamic Model of Weekly Activity Pattern, Moshe Hirsh, Joseph N. Prashkea and Moshe Ben-Akiva,
in Transportation Science
(1986)
Consumption Patterns and Self-selecting Tariffs, Kenneth Train, Moshe Ben-Akiva and Terry Atherton,
in The Review of Economics and Statistics
(1989)
Learning Structure in Nested Logit Models, Youssef M. Aboutaleb, Moshe Ben-Akiva and Patrick Jaillet,
from arXiv.org
(2020)
Logit mixture with inter and intra-consumer heterogeneity and flexible mixing distributions, Mazen Danaf, Bilge Atasoy and Moshe Ben-Akiva,
in Journal of choice modelling
(2020)
Keywords: Logit mixture; Bayesian estimation; Latent class.; Intra-consumer heterogeneity; Flexible mixing distributions;
Endogeneity in adaptive choice contexts: Choice-based recommender systems and adaptive stated preferences surveys, Mazen Danaf, Cristian Guevara, Bilge Atasoy and Moshe Ben-Akiva,
in Journal of choice modelling
(2020)
Keywords: Discrete choice models; Endogeneity; Adaptive stated preferences surveys; Choice-based recommender systems;
Combining multiple imputation and control function methods to deal with missing data and endogeneity in discrete-choice models, Raja Gopalakrishnan, Cristian Guevara and Moshe Ben-Akiva,
in Transportation Research Part B: Methodological
(2020)
Keywords: Imputation; Missing data; Endogeneity; Discrete choice; Control function; Monte-Carlo simulation; Missing at random; Limited information maximum likelihood; Urban freight; Commercial vehicle parking;
Dynamic model of peak period congestion, Moshe Ben-Akiva, Michèle Cyna and André de Palma,
in Transportation Research Part B: Methodological
(1984)
Editorial, Moshe Ben-Akiva, Peter Bonsall, Yoshi Hayashi and John Preston,
in Transport Policy
(2006)
Transport policy editorial, Moshe Ben-Akiva, Peter Bonsall, Yoshi Hayashi and John Preston,
in Transport Policy
(2004)
A meta-model for passenger and freight transport in Europe, Gerard de Jong, Hugh Gunn and Moshe Ben-Akiva,
in Transport Policy
(2004)
Editorial, Moshe Ben-Akiva, Yoshi Hayashi and John Preston,
in Transport Policy
(1999)
Dynamic network equilibrium: Some comments, Moshe Ben-Akiva, André de Palma and Pavlos Kanaroglou,
in European Journal of Operational Research
(1987)
Analysis of the reliability of preference ranking data, Moshe Ben-Akiva, Takayuki Morikawa and Fumiaki Shiroishi,
in Journal of Business Research
(1992)
Predictive distance-based road pricing — Designing tolling zones through unsupervised learning, Antonis F. Lentzakis, Ravi Seshadri and Moshe Ben-Akiva,
in Transportation Research Part A: Policy and Practice
(2023)
Keywords: Distance-based toll optimization; Sparse subspace clustering; Density-based clustering;
Analysis of the reliability of preference ranking data, Moshe Ben-Akiva, Takayuki Morikawa and Fumiaki Shiroishi,
in Journal of Business Research
(1991)
Effects of Capacity Constraints on Peak Period Traffic Congestion, Moshe Ben-Akiva, André de Palma and Pavlos Kanaroglou,
from Economics Department, Queen's University
(1985)
Special issue in the Honor of Daniel McFadden: Introduction, Nathalie Picard, André de Palma and Moshe Ben-Akiva,
from HAL
(2018)
A control-function correction for endogeneity in random coefficients models: The case of choice-based recommender systems, Mazen Danaf, C. Angelo Guevara and Moshe Ben-Akiva,
in Journal of choice modelling
(2023)
Keywords: Discrete choice models; Endogeneity; Control-function; Recommender systems; Logit mixture; Random parameters;
Spatial competition with differentiated products, Moshe Ben-Akiva, André de Palma and Jacques Thisse,
in Regional Science and Urban Economics
(1989)
Special issue in the honor of Daniel McFadden: introduction, André de Palma, Nathalie Picard and Moshe Ben-Akiva,
in Theory and Decision
(2018)
DTA2012 Symposium: Combining Disaggregate Route Choice Estimation with Aggregate Calibration of a Dynamic Traffic Assignment Model, Moshe Ben-Akiva, Song Gao, Lu Lu and Yang Wen,
in Networks and Spatial Economics
(2015)
Keywords: Dynamic traffic assignment, Calibration, Route choice model estimation,
Incorporating social interaction into hybrid choice models, Maria Kamargianni, Moshe Ben-Akiva and Amalia Polydoropoulou,
in Transportation
(2014)
Keywords: Social interaction, Social influence, Choice models, Hybrid choice models (HCM), Latent variables, Travel behavior, Mode choice,
Recent developments in national and international freight transport models within Europe, Gerard Jong, Inge Vierth, Lori Tavasszy and Moshe Ben-Akiva,
in Transportation
(2013)
Keywords: Freight transport models, Logistics, National and international freight transport,
Dynamic Model of Peak Period Traffic Congestion with Elastic Arrival Rates, Moshe Ben-Akiva, André de Palma and Pavlos Kanaroglou,
from Economics Department, Queen's University
(1984)
Dynamic Model of Peak Period Traffic Congestion with Elastic Arrival Rates, Moshe Ben-Akiva, André de Palma and Pavlos Kanaroglou,
in Transportation Science
(1986)
Commuters’ Normal and Shift Decisions in Unexpected Congestion: En Route Responses to Advanced Traveler Information Systems Volume 2, Amalia Polydoropoulou, Moshe Ben-Akiva, Asad Khattak and Geoffrey Lauprete,
from Institute of Transportation Studies, UC Berkeley
(1996)
Keywords: Engineering, Advanced Traveler Information Systems, Combination of Revealed andStated Preferences Data, En-Route Commuter Behavior, San Francisco Bay Area
Commuters' Normal And Shift Decisions In Unexpected Congestion: Pre-trip Response To Advanced Traveler Information Systems, Asad Khattak, Amalia Polydoropoulou and Moshe Ben-akiva,
from Institute of Transportation Studies, UC Berkeley
(1996)
Keywords: Commuters--Decision making, Highway communications--Psychological aspects, Traffic congestion--Psychological aspects, Logits, Route choice
Spatial competition with differentiated products, Moshe Ben-Akiva, André de Palma and Jacques Thisse,
from Université catholique de Louvain, Center for Operations Research and Econometrics (CORE)
(1989)
Foundations of Stated Preference Elicitation: Consumer Behavior and Choice-based Conjoint Analysis, Moshe Ben-Akiva, Daniel McFadden and Kenneth Train,
in Foundations and Trends(R) in Econometrics
(2019)
Keywords: Econometric methods, choice-based conjoint analysis (CBC), stated preference elicitation, discrete choice methods
The Combined Estimator Approach to Model Transferability and Updating, Moshe Ben-Akiva, Denis Bulduc and Kalulumia Pene,
in Empirical Economics
(1995)
Cognitive cost in route choice with real-time information: An exploratory analysis, Song Gao, Emma Frejinger and Moshe Ben-Akiva,
in Transportation Research Part A: Policy and Practice
(2011)
Keywords: Cognitive cost Route choice Information search Bounded rationality Latent class
Identification of parameters in normal error component logit-mixture (NECLM) models, Joan L. Walker, Moshe Ben-Akiva and Denis Bolduc,
in Journal of Applied Econometrics
(2007)
The Demand for Local Telephone Service: A Fully Discrete Model of Residential Calling Patterns and Service Choices, Kenneth Train, Daniel McFadden and Moshe Ben-Akiva,
in RAND Journal of Economics
(1987)
Evaluation of choice set generation algorithms for route choice models, Shlomo Bekhor, Moshe Ben-Akiva and M. Ramming,
in Annals of Operations Research
(2006)
Keywords: Route Choice, Choice Set, Model Estimation, Logit models,
Congestion Tolling−Dollars versus Tokens: Within-day Dynamics, Ravi Seshadri, André de Palma and Moshe Ben-Akiva,
from THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise
(2021)
Keywords: Tolls, tradable mobility permits, congestion, dynamic models, efficiency, equity
Market Design for Tradable Mobility Credits, Siyu Chen, Ravi Seshadri, Carlos Lima Azevedo, Arun P. Akkinepally, Renming Liu, Andrea Araldo, Yu Jiang and Moshe E. Ben-Akiva,
from arXiv.org
(2022)
Estimation and Prediction of Time-Dependent Origin-Destination Flows with a Stochastic Mapping to Path Flows and Link Flows, K. Ashok and M. E. Ben-Akiva,
in Transportation Science
(2002)
Alternative Approaches for Real-Time Estimation and Prediction of Time-Dependent Origin–Destination Flows, K. Ashok and M. E. Ben-Akiva,
in Transportation Science
(2000)
A generic unsupervised method for decomposing multi‐author documents, Navot Akiva and Moshe Koppel,
in Journal of the American Society for Information Science and Technology
(2013)
A generic unsupervised method for decomposing multi-author documents, Navot Akiva and Moshe Koppel,
in Journal of the Association for Information Science & Technology
(2013)
Sparse Covariance Estimation in Logit Mixture Models, Youssef M Aboutaleb, Mazen Danaf, Yifei Xie and Moshe Ben-Akiva,
from arXiv.org
(2020)
Demand Analysis by Modeling Choice of Internet Access and IP Telephony, Takeshi Kurosawa, Denis Bolduc, Moshe Ben-Akiva, Akiya Inoue, Ken Nishimatsu and Motoi Iwashita,
in International Journal of Information Systems in the Service Sector (IJISSS)
(2011)
A Neural-embedded Choice Model: TasteNet-MNL Modeling Taste Heterogeneity with Flexibility and Interpretability, Yafei Han, Francisco Camara Pereira, Moshe Ben-Akiva and Christopher Zegras,
from arXiv.org
(2022)
Adaptive Transit Design: Optimizing Fixed and Demand Responsive Multi-Modal Transportation via Continuous Approximation, Giovanni Calabro', Andrea Araldo, Simon Oh, Ravi Seshadri, Giuseppe Inturri and Moshe Ben-Akiva,
from arXiv.org
(2023)
Examining impacts of time-based pricing strategies in public transportation: A study of Singapore, Muhammad Adnan, Bat-hen Nahmias Biran, Vishnu Baburajan, Kakali Basak and Moshe Ben-Akiva,
in Transportation Research Part A: Policy and Practice
(2020)
Keywords: Pricing strategies; Public transportation; SimMobility; Singapore;
Insights on data quality from a large-scale application of smartphone-based travel survey technology in the Phoenix metropolitan area, Arizona, USA, Shuyao Hong, Fang Zhao, Vladimir Livshits, Shari Gershenfeld, Jorge Santos and Moshe Ben-Akiva,
in Transportation Research Part A: Policy and Practice
(2021)
Keywords: Household travel survey; GPS-based surveys; Sensor-based data collection; Future mobility sensing; Activity-based models; Machine learning; smartphone-based survey;
Adaptive transit design: Optimizing fixed and demand responsive multi-modal transportation via continuous approximation, Giovanni Calabrò, Andrea Araldo, Simon Oh, Ravi Seshadri, Giuseppe Inturri and Moshe Ben-Akiva,
in Transportation Research Part A: Policy and Practice
(2023)
Keywords: Transit network design; Continuous approximation; Demand-responsive transportation; Microsimulation;
Bayesian estimator for Logit Mixtures with inter- and intra-consumer heterogeneity, Felix Becker, Mazen Danaf, Xiang Song, Bilge Atasoy and Moshe Ben-Akiva,
in Transportation Research Part B: Methodological
(2018)
Keywords: Hierarchical Bayes; Mixed Logit; Logit Mixture; Inter-consumer heterogeneity; Intra-consumer heterogeneity; Panel data;
A neural-embedded discrete choice model: Learning taste representation with strengthened interpretability, Yafei Han, Francisco Camara Pereira, Moshe Ben-Akiva and Christopher Zegras,
in Transportation Research Part B: Methodological
(2022)
Keywords: Discrete choice models; Neural networks; Taste heterogeneity; Interpretability; Utility specification; Machine learning; Deep learning;
A latent-class adaptive routing choice model in stochastic time-dependent networks, Jing Ding-Mastera, Song Gao, Erik Jenelius, Mahmood Rahmani and Moshe Ben-Akiva,
in Transportation Research Part B: Methodological
(2019)
Contextual Bayesian optimization of congestion pricing with day-to-day dynamics, Renming Liu, Yu Jiang, Ravi Seshadri, Moshe Ben-Akiva and Carlos Lima Azevedo,
in Transportation Research Part A: Policy and Practice
(2024)
Keywords: Congestion pricing; Demand management; Day-to-day dynamics; Contextual Bayesian optimization;
TOLLS VERSUS MOBILITY PERMITS: A COMPARATIVE ANALYSIS, André de Palma, Stef Proost, Ravi Seshadri and Moshe Ben-Akiva,
from HAL
(2016)
Keywords: Tolls, Mobility Permits, Mixed Logit, Social Welfare, Equity, Stochastic Demand
TOLLS VERSUS MOBILITY PERMITS: A COMPARATIVE ANALYSIS, André de Palma, Stef Proost, Ravi Seshadri and Moshe Ben-Akiva,
from HAL
(2016)
Keywords: Tolls, Mobility Permits, Mixed Logit, Social Welfare, Equity, Stochastic Demand
Congestion tolling - dollars versus tokens: A comparative analysis, André de Palma, Stef Proost, Ravi Seshadri and Moshe Ben-Akiva,
in Transportation Research Part B: Methodological
(2018)
Keywords: Tolls; Mobility permits; Uncertainty; Mixed logit; Social welfare; Equity; Stochastic demand; Static models; Pricing;
Evaluation of diversion strategies using dynamic traffic assignment, Constantinos Antoniou, Haris N. Koutsopoulos, Moshe Ben-Akiva and Akhilendra S. Chauhan,
in Transportation Planning and Technology
(2011)
Discrete Choice Analysis with Machine Learning Capabilities, Youssef M. Aboutaleb, Mazen Danaf, Yifei Xie and Moshe Ben-Akiva,
from arXiv.org
(2021)
D-efficient or deficient? A robustness analysis of stated choice experimental designs, Joan L. Walker, Yanqiao Wang, Mikkel Thorhauge and Moshe Ben-Akiva,
in Theory and Decision
(2018)
Keywords: Stated choice experiments, Robustness, Mode choice model, Value-of-time, Experimental design, D-efficient
Commodity flow estimation for a metropolitan scale freight modeling system: supplier selection considering distribution channel using an error component logit mixture model, Takanori Sakai, B. K. Bhavathrathan, André Alho, Tetsuro Hyodo and Moshe Ben-Akiva,
in Transportation
(2020)
Keywords: Freight demand model, Urban freight, Commodity flow, Error component logit mixture, Disaggregate
Evaluating the impacts of shared automated mobility on-demand services: an activity-based accessibility approach, Bat-hen Nahmias-Biran, Jimi B. Oke, Nishant Kumar, Carlos Lima Azevedo and Moshe Ben-Akiva,
in Transportation
(2021)
Keywords: Accessibility, Autonomous vehicles, Automated mobility on-demand, Simulation, Agent-based modeling
Stochastic Equilibrium Model of Peak Period Traffic Congestion, André de Palma, Moshe Ben-Akiva, Claude Lefevre and Nicolaos Litinas,
in Transportation Science
(1983)
Assessing the impacts of automated mobility-on-demand through agent-based simulation: A study of Singapore, Simon Oh, Ravi Seshadri, Carlos Lima Azevedo, Nishant Kumar, Kakali Basak and Moshe Ben-Akiva,
in Transportation Research Part A: Policy and Practice
(2020)
Keywords: Automated Mobility-on-Demand (AMOD); Smart mobility; Agent-based simulation; Activity-based model;
Assessing Overnight Parking Infrastructure Policies for Commercial Vehicles in Cities Using Agent-Based Simulation, Raja Gopalakrishnan, André Romano Alho, Takanori Sakai, Yusuke Hara, Lynette Cheah and Moshe Ben-Akiva,
in Sustainability
(2020)
Keywords: urban freight; freight parking; city logistics; parking choice; SimMobility
Exploring the Relationship between Locational and Household Characteristics and E-Commerce Home Delivery Demand, Cheng Cheng, Takanori Sakai, André Alho, Lynette Cheah and Moshe Ben-Akiva,
in Logistics
(2021)
Keywords: parcel delivery; spatial analysis; online shopping; urban freight; demand model
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