Unpublished conference/Abstract (Scientific congresses, symposiums and conference proceedings)
A Markov Chain Monte Carlo Approach for Estimating Daily Activity Patterns
Scheffer, Ariane Hélène Marie; Bandiera, Claudia; Cipriani, Ernesto et al.
2021 • Symposium of the European Association for Research in Transportation
Article (Scientific journals)
Mobility-Driven and Energy-Efficient Deployment of Edge Data Centers in Urban Environments
Vitello, Piergiorgio; Capponi, Andrea; Fiandrino, Claudio et al.
2021 • In IEEE Transactions on Sustainable Computing
Multi-access Edge Computing (MEC) brings storage and computational capabilities at the edge of th...
Peer reviewed
Article (Scientific journals)
A Big Data Demand Estimation Model for Urban Congested Networks
Cantelmo, Guido; Viti, Francesco
2020 • In Transport and Telecommunication
Peer Reviewed verified by ORBi
Article (Scientific journals)
Incorporating trip chaining within online demand estimation
Cantelmo, Guido; Qurashi, Moeid; Prakash, Arun et al.
2020 • In Transportation Research. Part B, Methodological, 132, p. 171-187
Peer Reviewed verified by ORBi
Paper published in a journal (Scientific congresses, symposiums and conference proceedings)
Inferring Urban Mobility and Habits from User Location History
Cantelmo, Guido; Vitello, Piergiorgio; Toader, Bogdan et al.
2020 • In Transportation Research Procedia, 47, p. 283-290
Peer Reviewed verified by ORBi
Paper published in a book (Scientific congresses, symposiums and conference proceedings)
The Impact of Human Mobility on Edge Data Center Deployment in Urban Environments
Vitello, Piergiorgio; Capponi, Andrea; Fiandrino, Claudio et al.
2019 • In IEEE Global Communications Conference (GLOBECOM), Waikoloa, HI, USA, 2019
Multi-access Edge Computing (MEC) brings storage and computational capabilities at the edge of th...
Peer reviewed
Paper published in a book (Scientific congresses, symposiums and conference proceedings)
Crowdsensed Data Learning-Driven Prediction of Local Businesses Attractiveness in Smart Cities
Capponi, Andrea; Vitello, Piergiorgio; Fiandrino, Claudio et al.
2019 • In IEEE Symposium on Computers and Communications (ISCC), Barcelona, Spain, 2019
Urban planning typically relies on experience-based solutions and traditional methodologies to fa...
Peer reviewed
Unpublished conference/Abstract (Scientific congresses, symposiums and conference proceedings)
Leveraging GIS Data and Topological Information to Infer Trip Chaining Behaviour at Macroscopic Level
Carrese, Filippo; Fusco, Gaetano; Cantelmo, Guido et al.
2019 • 6th International Conference on Models and Technologies for ITS
One of the open challenges in transport modelling is to estimate within-day demand flows that ref...
Article (Scientific journals)
Incorporating trip chaining within online demand estimation
Cantelmo, Guido; Qurashi, Moeid; Prakash, Arun et al.
2019 • In Transportation Research. Part B, Methodological
Time-dependent Origin–Destination (OD) demand flows are fundamental inputs for Dy- namic Traffic ...
Peer Reviewed verified by ORBi
Article (Scientific journals)
Incorporating trip chaining within online demand estimation
Cantelmo, Guido; Qurashi, Moeid; Prakash, Arun et al.
2019 • In Transportation Research Procedia, 38, p. 462-481
Time-dependent Origin–Destination (OD) demand flows are fundamental inputs for Dynamic Traffic As...
Peer Reviewed verified by ORBi
Contribution to collective works (Parts of books)
A Big Data Demand Estimation Framework for Modelling of Urban Congested Networks
Cantelmo, Guido; Viti, Francesco
2019 • In CSUM 2018, AISC 879 proceedings
Peer reviewed
Poster (Scientific congresses, symposiums and conference proceedings)
A Markov Chain Monte Carlo Approach for Estimating Daily Activity Patterns
Scheffer, Ariane Hélène Marie; Bandiera, Claudia; Cantelmo, Guido et al.
2019 • Transportation Research Board TRB Annual Meeting
Determining the purpose of trips brings is a fundamental information to evaluate travel demand du...
Article (Scientific journals)
Incorporating activity duration and scheduling utility into equilibrium-based Dynamic Traffic Assignment
Cantelmo, Guido; Viti, Francesco
2018 • In Transportation Research. Part B, Methodological
This paper deals with the problem of jointly modelling activity scheduling and duration within a ...
Peer Reviewed verified by ORBi
Article (Scientific journals)
A utility-based dynamic demand estimation model that explicitly accounts for activity scheduling and duration
Cantelmo, Guido; Viti, Francesco; Nigro, Marialisa et al.
2018 • In Transportation Research. Part A, Policy and Practice
This paper proposes a Dynamic Demand Estimation (DODE) framework that explicitly accounts for act...
Peer Reviewed verified by ORBi
Doctoral thesis (Dissertations and theses)
Dynamic Origin-Destination Matrix Estimation with Interacting Demand Patterns
Cantelmo, Guido
2018
It has become very fashionable to talk about Mobility as a Service, multimodal transport networks...
Unpublished conference/Abstract (Scientific congresses, symposiums and conference proceedings)
Utility-Based Kalman Filtering for real-time estimation of daily demand flows
Cantelmo, Guido; Qurashi, Moeid; Prakash, Arun et al.
2018 • 7rd hEART Conference
Time-dependent Origin-Destination (OD) demand flows are fundamental inputs for Dynamic Traffic As...
Poster (Scientific congresses, symposiums and conference proceedings)
Assessing the Performance of a Two-Step Dynamic Demand Estimation Model on Large-Scale Congested Networks
Cantelmo, Guido; Viti, Francesco
2018 • TRB Annual Conference
Unpublished conference/Abstract (Scientific congresses, symposiums and conference proceedings)
Evaluating the reliability of the Utility-Based Dynamic OD Estimation on Large Networks
Cantelmo, Guido; Viti, Francesco
2018 • 7th International Symposium on Transportation Network Reliability
Unpublished conference/Abstract (Scientific congresses, symposiums and conference proceedings)
Using Passive Data Collection Methods to Learn Complex Mobility Patterns: An Exploratory Analysis
Toader, Bogdan; Cantelmo, Guido; Popescu, Mioara et al.
2018 • IEEE 21th International Conference on Intelligent Transportation Systems
Software (Computer developments)
Demo: MAMBA: A Platform for Personalised Multimodal Trip Planning
Faye, Sébastien; Cantelmo, Guido; Tahirou, Ibrahim et al.
2017
In recent years, multimodal transportation has become a challenging approach to route planning. M...
Paper published in a journal (Scientific congresses, symposiums and conference proceedings)
Effectiveness of the Two-Step Dynamic Demand Estimation model on large networks
Cantelmo, Guido; Viti, Francesco; Derrmann, Thierry
2017 • In Proceedings of 2017 5th IEEE International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS)
In this paper, the authors present a Two-Step approach that sequentially adjusts generation and d...
Peer reviewed
Unpublished conference/Abstract (Scientific congresses, symposiums and conference proceedings)
Generating purpose-dependent production factors through Monte Carlo sampling techniques.
Scheffer, Ariane Hélène Marie; Cantelmo, Guido; Viti, Francesco
2017 • BIVEC Transport Research Day
Article (Scientific journals)
Generating Macroscopic, Purpose-Dependent Production Factors Through Monte Carlo Sampling Techniques
Scheffer, Ariane Hélène Marie; Cantelmo, Guido; Viti, Francesco
2017 • In Transportation Research Procedia
Peer Reviewed verified by ORBi
Paper published in a book (Scientific congresses, symposiums and conference proceedings)
A network-wide assessment of local signal control policies’ performance in practical implementations
Cantelmo, Guido; Viti, Francesco; Rinaldi, Marco
2016 • In Intelligent Transportation Systems (ITSC), 2016 IEEE 19th International Conference on
Peer reviewed
Unpublished conference/Abstract (Scientific congresses, symposiums and conference proceedings)
Effects of incorporating activity duration and scheduling utility on the equilibrium-based dynamic traffic assignment
Cantelmo, Guido; Viti, Francesco
2016 • DTA 2016
Article (Scientific journals)
Systematic analysis of global and local control policies
Cantelmo, Guido; Viti, Francesco; Rinaldi, Marco et al.
2015 • In Periodica Polytechnica Transportation Engineering
Peer reviewed
Article (Scientific journals)
A Markov chain dynamic model for trip generation and distribution based on CDR
Viti, Francesco; Cantelmo, Guido
2015 • In Periodica Polytechnica Transportation Engineering
Peer reviewed
Unpublished conference/Abstract (Scientific congresses, symposiums and conference proceedings)
On the link between activity patterns and traffic within-day demand profiles: empirical analysis and application to demand estimation
Cantelmo, Guido; Viti, Francesco
2015 • hEART 2015
Paper published in a book (Scientific congresses, symposiums and conference proceedings)
A two-steps dynamic demand estimation approach sequentially adjusting generations and distributions
Cantelmo, Guido; Viti, Francesco; Cipriani, Ernesto et al.
2015 • In Proceedings of IEEE-ITS Conference
Peer reviewed
Paper published in a book (Scientific congresses, symposiums and conference proceedings)
The Impact of Route Choice Modeling on Dynamic OD Estimation
Cipriani, Ernesto; Del Giudice, Andrea; Nigro, Marialisa et al.
2015 • In Proceedings of IEEE-ITS Conference
Peer reviewed
Unpublished conference/Abstract (Scientific congresses, symposiums and conference proceedings)
Improving the reliability of demand estimation using traffic counts by including information on link flow observability
Viti, Francesco; Cantelmo, Guido; Rinaldi, Marco et al.
2015 • 5th International Symposium of Traffic Network Reliability
Paper published in a book (Scientific congresses, symposiums and conference proceedings)
Systematic assessment of local & global control policies: A methodological perspective
Cantelmo, Guido; Viti, Francesco; Rinaldi, Marco et al.
2015 • In Proceedings of the MT-ITS Conference
Peer reviewed
Paper published in a book (Scientific congresses, symposiums and conference proceedings)
A Markov Chain dynamic model for trip generation and distribution based on CDR
Di Donna, Simone Aniello; Cantelmo, Guido; Viti, Francesco
2015 • In Proceedings of the MT-ITS Conference
Peer reviewed
Paper published in a book (Scientific congresses, symposiums and conference proceedings)
Assessing the consistency between observed and modelled route choices through GPS data
Hadjidimitriou, Selini N.; Dell'Amico, Mauro; Cantelmo, Guido et al.
2015 • In Proceedings of the MT-ITS Conference
Peer reviewed
Poster (Scientific congresses, symposiums and conference proceedings)
IMPROVING THE RELIABILITY OF A TWO-STEPS DYNAMIC DEMAND ESTIMATION APPROACH BY SEQUENTIALLY ADJUSTING GENERATIONS AND DISTRIBUTIONS
Cantelmo, Guido; Viti, Francesco; Cipriani, Ernesto et al.
2015 • TRB Annual Meeting
Paper published in a journal (Scientific congresses, symposiums and conference proceedings)
Systematic assessment of local & global signal control policies: A methodological perspective
Cantelmo, Guido; Viti, Francesco; Rinaldi, Marco et al.
2015 • In Proceedings of 2015 International Conference on Models and Technologies for Intelligent Transportation Systems, MT-ITS 2015, p. 156-163
Traffic control performance on networks depends on the flow response to the policy adopted, which...
Peer reviewed
Article (Scientific journals)
A TWO-STEP APPROACH FOR THE CORRECTION OF THE SEED MATRIX IN THE DYNAMIC DEMAND ESTIMATION
Cantelmo, Guido; Viti, Francesco; Tampère, Chris M.J. et al.
2014 • In Transportation Research Record: Journal of the Transportation Research Board, 2466
In this work deterministic and stochastic optimization methods are tested for solving the Dynamic...
Peer reviewed
Unpublished conference/Abstract (Scientific congresses, symposiums and conference proceedings)
Exploiting the relation between Activity Data and Traffic Data within the Dynamic Demand Estimation Problem
Cantelmo, Guido; Viti, Francesco; Tampere, Chris M.J.
2014 • 3rd hEART Conference