Guido Cantelmo

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 20

Top Topics

Control Policies

Imbalanced Data

Monte Carlo Simulation

Top Venues

Publications

Giovanni Ceccarelli, Guido Cantelmo, Marialisa Nigro, Constantinos Antoniou
Learning from Imbalanced Datasets: The Bike-Sharing Inventory Problem Using Sparse Information. Algorithms 16 (7) (2023)
Mirfarnam Tabandeh, Constantinos Antoniou, Guido Cantelmo
Long-term & short-term bike sharing demand predictions using contextual data. MT-ITS (2023)
Natalia Selini Hadjidimitriou, Guido Cantelmo, Constantinos Antoniou
Machine learning for activity pattern detection. J. Intell. Transp. Syst. 27 (6) (2023)
Piergiorgio Vitello, Andrea Capponi, Claudio Fiandrino, Guido Cantelmo, Dzmitry Kliazovich
Mobility-Driven and Energy-Efficient Deployment of Edge Data Centers in Urban Environments. IEEE Trans. Sustain. Comput. 7 (4) (2022)
Sérgio F. A. Batista, Guido Cantelmo, Mónica Menéndez, Constantinos Antoniou
A Gaussian sampling heuristic estimation model for developing synthetic trip sets. Comput. Aided Civ. Infrastructure Eng. 37 (1) (2022)
Giovanni Ceccarelli, Guido Cantelmo, Marialisa Nigro, Constantinos Antoniou
Machine Learning from imbalanced data-sets: an application to the bike-sharing inventory problem. MT-ITS (2021)
Piergiorgio Vitello, Andrea Capponi, Claudio Fiandrino, Guido Cantelmo, Dzmitry Kliazovich
The Impact of Human Mobility on Edge Data Center Deployment in Urban Environments. GLOBECOM (2019)
Filippo Carrese, Guido Cantelmo, Gaetano Fusco, Francesco Viti
Leveraging GIS Data and Topological Information to Infer Trip Chaining Behaviour at Macroscopic Level. MT-ITS (2019)
Andrea Capponi, Piergiorgio Vitello, Claudio Fiandrino, Guido Cantelmo, Dzmitry Kliazovich, Ulrich Sorger, Pascal Bouvry
Crowdsensed Data Learning-Driven Prediction of Local Businesses Attractiveness in Smart Cities. ISCC (2019)
Guido Cantelmo, Moeid Qurashi, A. Arun Prakash, Constantinos Antoniou, Francesco Viti
Incorporating Trip Chaining within Online Demand Estimation. CoRR (2019)
Guido Cantelmo, Rafal Kucharski, Constantinos Antoniou
A low dimensional model for bike sharing demand forecasting. MT-ITS (2019)
Bogdan Toader, Guido Cantelmo, Mioara Popescu, Francesco Viti
Using Passive Data Collection Methods to Learn Complex Mobility Patterns: An Exploratory Analysis. ITSC (2018)
Guido Cantelmo, Francesco Viti, Thierry Derrmann
Effectiveness of the two-step dynamic demand estimation model on large networks. MT-ITS (2017)
Sébastien Faye, Guido Cantelmo, Ibrahim Tahirou, Thierry Derrmann, Francesco Viti, Thomas Engel
Demo: MAMBA: A platform for personalised multimodal trip planning. VNC (2017)
Guido Cantelmo, Francesco Viti, Marco Rinaldi
A network-wide assessment of local signal control policies' performance in practical implementations. ITSC (2016)
Simone Aniello Di Donna, Guido Cantelmo, Francesco Viti
A Markov chain dynamic model for trip generation and distribution based on CDR. MT-ITS (2015)
Guido Cantelmo, Francesco Viti, Marco Rinaldi, Chris M. J. Tampère, Michael J. Smith, Klaus Nokel
Systematic assessment of local & global signal control policies: A methodological perspective. MT-ITS (2015)
Guido Cantelmo, Francesco Viti, Ernesto Cipriani, Marialisa Nigro
A Two-Steps Dynamic Demand Estimation Approach Sequentially Adjusting Generations and Distributions. ITSC (2015)
Selini Natalia Hadjidimitriou, Mauro Dell'Amico, Guido Cantelmo, Francesco Viti
Assessing the consistency between observed and modelled route choices through GPS data. MT-ITS (2015)
Ernesto Cipriani, Andrea del Giudice, Marialisa Nigro, Francesco Viti, Guido Cantelmo
The Impact of Route Choice Modeling on Dynamic OD Estimation. ITSC (2015)
Guido Cantelmo, Ernesto Cipriani, Andrea Gemma, Marialisa Nigro
An Adaptive Bi-Level Gradient Procedure for the Estimation of Dynamic Traffic Demand. IEEE Trans. Intell. Transp. Syst. 15 (3) (2014)