Smarter Urban Dynamics Publications



2016

Allaboard: visual exploration of cellphone mobility data to optimise public transport
Giusy Di Lorenzo, Marco Sbodio, Francesco Calabrese, Michele Berlingerio, Fabio Pinelli, Rahul Nair
IEEE transactions on visualization and computer graphics 22(2), 1036--1050, IEEE, 2016


2015

Managing travels with PETRA: The Rome use case
Adi Botea, Stefano Braghin, Nuno Lopes, Riccardo Guidotti, Francesca Pratesi
2015 31st IEEE International Conference on Data Engineering Workshops (ICDEW), pp. 110--111

S&P360: Multidimensional Perspective on Companies from Online Data Sources
Michele Berlingerio, Stefano Braghin, Francesco Calabrese, Cody Dunne, Yiannis Gkoufas, Mauro Martino, Jamie C. Rasmussen, Steven I. Ross
Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part III, pp. 320--324

Towards real-time customer experience prediction for telecommunication operators
Ernesto Diaz-Aviles, Fabio Pinelli, Karol Lynch, Zubair Nabi, Yiannis Gkoufas, Eric Bouillet, Francesco Calabrese, Eoin Coughlan, Peter Holland, Jason Salzwedel
Big Data (Big Data), 2015 IEEE International Conference on, pp. 1063-1072

Mobility Mining for Journey Planning in Rome
Michele Berlingerio, Veli Bicer, Adi Botea, Stefano Braghin, Nuno Lopes, Riccardo Guidotti, Francesca Pratesi
Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part III, pp. 222--226

Motorway speed pattern identification from floating vehicle data for freight applications
A. Pascale, F. Deflorio, M. Nicoli, B. Dalla Chiara, M. Pedroli
Transportation Research Part C: Emerging Technologies51, 104-119, 2015

Contingent versus Deterministic Plans in Multi-Modal Journey Planning
Adi Botea, Stefano Braghin
Proceedings of the Twenty-Fifth International Conference on Automated Planning and Scheduling, ICAPS 2015, Jerusalem, Israel, June 7-11, 2015., pp. 268--272

Multiscale Event Detection in Social Media
Xiaowen Dong, Dimitrios Mavroeidis, Francesco Calabrese, Pascal Frossard
Data Mining and Knowledge Discovery, 2015
Abstract

Comparing Urban Sensing Applications using Event and Network-driven Mobile Phone Location Data
F Pinelli, G Di Lorenzo, F Calabrese
16th IEEE International Conference on Mobile Data Management, 2015

Real-Time Social Event Analytics
F Calabrese, G Di Lorenzo, G McArdle, F Pinelli, E Van Lierde
Proceedings of Netmob, 2015


Inferring Unusual Crowd Events From Mobile Phone Call Detail Records
Yuxiao Dong, Fabio Pinelli, Yiannis Gkoufas, Zubair Nabi, Francesco Calabrese, Nitesh V. Chawla
ECML PKDD - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2015
Abstract

AllAboard: Visual Exploration of Cellphone Mobility Data to Optimise Public Transport
G. Di Lorenzo, M.Sbodio, F. Calabrese, M. Berlingerio, F. Pinelli, R. Nair
IEEE Transaction on Visualization and Computer Graphics, 2015
Abstract

S&P360: multidimensional perspective on companies from online data sources
Michele Berlingerio, Stefano Braghin, Francesco Calabrese, Cody Dunne, Yiannis Gkoufas, Mauro Martino, Jamie Rasmussen, and Steven Ross
ECML PKDD - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2015

Characterization of network traffic processes under adaptive traffic control systems
Alessandra Pascale, Thanh Lam Hoang and Rahul Nair
Transportation Research Part C, Volume 59, October 2015, Pages 340 357

Analyzing Social Events in Real-Time using Big Mobile Data
Gavin McArdle, Giusy Di Lorenzo, Fabio Pinelli, Francesco Calabrese, Erik Van Lierde
IEEE COMSOC MMTC E-Letter, 2015

Data as a resource: real-time predictive analytics for bus bunching
R. Nair, E. Bouillet, Y. Gkoufas, O. Verscheure, M. Mourad, F. Yashar, R. Perez, J. Perez, G. Bryant,
94th Annual Meeting of the Transportation Research Board, 2015

Characterization of network traffic processes under adaptive traffic control systems
A. Pascale, T.L. Hoang, R. Nair
21st International Symposium on Transporation and Traffic Theory, 2015
Abstract

Urban Sensing Using Mobile Phones Network Data: A Survey of Research
F Calabrese, L Ferrari, V Blondel
ACM Computing Surveys 47(2), 2015
Abstract

Spatio-temporal clustering of urban networks, a real-case scenario in London
A. Pascale, D. Mavroeidis, T. Hoang
Transportation Research Record: Journal of the Transportation Research Board, No. 2491, on pages 81-89., 2015

Computer-based inference of inconvenient traveler experiences for products and services
M. Berlingerio, A. Botea, E. Bouillet, F. Calabrese, F. Pinelli
US Patent App. 14/105,016


2014

Equilibrium design of bicycle sharing systems: the case of Washington DC
Rahul Nair, Elise Miller-Hooks
EURO Journal on Transportation and Logistics, 1--24, Springer, 2014

Public transportation fare evasion inference using personal mobility data
F. Pinelli, F. Calabrese

Optimizing Multi-Relational Factorization Models for Multiple Target Relations
Lucas Rego Drumond, Ernesto Diaz-Aviles, Lars Schmidt-Thieme, Wolfgang Nejdl
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, pp. 191--200, ACM, 2014

Guest Editorial Special Issue on Sensing Technologies for Intelligent Urban Infrastructures
Ashish Pandharipande, Francesco Calabrese, HOCK BENG Lim, Ram Rajagopal
Sensors Journal, IEEE 14(12), 4121--4121, IEEE, 2014

Mobile crowd sensing: part 1 [Guest Editorial]
Bin Guo, Francesco Calabrese, Emiliano Miluzzo, Mirco Musolesi
IEEE Communications Magazine, 20, 2014


Docit: An Integrated System for Risk-Averse Multi-Modal Journey Advising
Adi Botea, Michele Berlingerio, Stefano Braghin Eric Bouillet, Francesco Calabrese, Bei Chen Yiannis Gkoufas, Rahul Nair, Tim Nonner, Marco Laumanns
Technical Report, 2014

Multi-Criteria Journey Aware Housing Recommender System
Elizabeth M. Daly, Adi Botea, Akihiro Kishimoto, Radu Marinescu
Proceedings of the ACM Conference on Recommender Systems RecSys-14, pp. 325--328, 2014

Stochastic Travel Planning for Unreliable Public Transportation Systems
Tim Nonner, Adi Botea, Marco Laumanns
ERCIM News pp. 98, 2014

A Methodology for Denoising and Generating Bus Infrastructure Data
F Pinelli, F Calabrese, E Bouillet
IEEE Transactions on Intelligent Transportation Systems, 2014
Abstract

Predicting User Engagement in Twitter with Collaborative Ranking
Ernesto Diaz-Aviles, Hoang Thanh Lam, Fabio Pinelli, Stefano Braghin, Yiannis Gkoufas, Michele Berlingerio, Francesco Calabrese
Proceedings of the 2014 Recommender Systems Challenge, pp. 41:41--41:46, ACM

Cooperative Bayesian Estimation of Vehicular Traffic in Large-Scale Networks
Alessandra Pascale, Monica Nicoli, Umberto Spagnolini
Intelligent Transportation Systems, IEEE Transactions on, IEEE, 2014


2013

Computer-Based Inference of Inconvenient Traveler Experiences for Products and Services
Michele Berlingerio, Adi Botea, Eric Bouillet, Francesco Calabrese, Fabio Pinelli

Uncertainty in urban mobility: Predicting waiting times for shared bicycles and parking lots
Bei Chen, Fabio Pinelli, Mathieu Sinn, Adi Botea, Francesco Calabrese
16th International IEEE Annual Conference on Intelligent Transportation Systems (ITSC), pp. 53--58, 2013

Computer-Based Inference of Inconvenient Traveler Experiences for Products and Services
Adi Botea, Michele Berlingerio, Eric Bouillet, Francesco Calabrese, Fabio Pinelli

Real-time system to predict and correct scheduled service bunching
R Nair, F Pinelli, F Calabrese

Estimation of highway traffic from sparse sensors: Stochastic modeling and particle filtering
Alessandra Pascale, Gabriel Gomes, Monica Nicoli
Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on, pp. 6158--6162

Measuring Public-Transport Accessibility Using Pervasive Mobility Data
Laura Ferrari, Michele Berlingerio, Francesco Calabrese, Bill Curtis-Davidson
IEEE Pervasive Computing 12(1), 26--33, 2013

Equilibrium Network Design of Shared-Vehicle Systems
R. Nair, E. Miller-Hooks
European Journal of Operations Research 235(1), 47--61, Elsevier, 2013

Uncertainty in Intelligent Multi-Modal Transport Networks
Adi Botea, Bei Chen, Eoin Creedon, Michele Berlingerio, Eric Bouillet, Tim Nonner
European ITS Congress, 2013

Large-Scale Vehicle Sharing Systems: Analysis of V\'elib'
Rahul Nair, Elise Miller-Hooks, Robert C Hampshire, Ana Bu\v{s}i\'c
International Journal of Sustainable Transportation 7(1), 85--106, Taylor \& Francis, 2013

Improving the accessibility of urban transportation networks for people with disabilities
L Ferrari, M Berlingerio, F Calabrese, J Reades
Transportation Research Part C: Emerging Technologies, 2013

Special issue on pervasive urban applications
F Calabrese, M Conti, D Dahlem, G Di Lorenzo, S Phithakkitnukoon
Pervasive and Mobile Computing, 2013

SaferCity: a System for Detecting Incidents from Social Media
Y Gkoufas, X Dong, M Berlingerio, G Di Lorenzo, F Calabrese, D Mavroeidis
IEEE International Conference on Data Mining, 2013

Uncertainty in Urban Mobility: Predicting Waiting Times for Shared Bicycles and Parking Lots
B Chen, F Pinelli, M Sinn, A Botea, F Calabrese
IEEE International Conference on Intelligent Transportation Systems, 2013

Robust Bus-Stop Identification and Denoising Methodology
F Pinelli, F Calabrese, E Bouillet
IEEE International Conference on Intelligent Transportation Systems, 2013

AllAboard: A System for Exploring Urban Mobility and Optimizing Public Transport Using Cellphone Data
Michele Berlingerio, Francesco Calabrese, Giusy Di Lorenzo, Rahul Nair, Fabio Pinelli, Marco Luca Sbodio
Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27, 2013, Proceedings, Part III, pp. 663--666

Real-time system to predict and correct scheduled service bunching
R Nair, F Pinelli, F Calabrese
US 20150039372 A1

ABACUS: frequent pAttern mining-BAsed Community discovery in mUltidimensional networkS
M Berlingerio, F Pinelli, F Calabrese
Data Mining and Knowledge Discovery 27(3), 1-27, Springer, 2013

Measuring the Accessibility of Public Transport Using Pervasive Mobility Data
L Ferrari, M Berlingerio, F Calabrese, B Curtis-Davidson
IEEE Pervasive Computing, 2013

Large-Scale Transit Schedule Coordination Based on Journey Planner Requests
R. Nair, C. Coffey, F. Pinelli, F. Calabrese
Annual Meeting of the Transportation Research Board, 2013
Abstract

Robust Dynamic Distribution of Security Assets in Transit Systems
R. Nair, J. Kumi, K. Denny, E. Miller-Hooks
Annual Meeting of the Transportation Research Board, pp. 91--101, Trans Res Board, 2013

Large-Scale Bicycle Sharing Systems: Analysis of Velib
Rahul Nair, Elise Miller-Hooks, Robert Hamphsire, Ana Busic
International Journal of Sustainable Transportation, 2013


Human-mobility enabled wireless networks for emergency communications during special events
Angela Sara Cacciapuoti, Francesco Calabrese, Marcello Caleffi, Giusy Di Lorenzo, Luigi Paura
Pervasive and Mobile Computing 9(4), 472 - 483, 2013

Understanding individual mobility patterns from urban sensing data: A mobile phone trace example
Francesco Calabrese, Mi Diao, Giusy Di Lorenzo, Joseph Ferreira Jr., Carlo Ratti
Transportation Research Part C: Emerging Technologies 26(0), 301 - 313, 2013


2012

Individual Mobility Profiles: Methods and Application on Vehicle Sharing.
Roberto Trasarti, Fabio Pinelli, Mirco Nanni, Fosca Giannotti
SEBD, pp. 35--42, 2012

Wireless sensor networks for traffic management and road safety
A Pascale, M Nicoli, F Deflorio, Bruno Dalla Chiara, U Spagnolini
Intelligent Transport Systems, IET 6(1), 67--77, IET, 2012

Hedging risk in journey planning
Michele Berlingerio, Adi Botea, Eric Bouillet, Francesco Calabrese, Lea Deleris, Donna Gresh, Olivier Verscheure
US 13/600,996
Abstract

Journey computation with re-planning based on events in a transportation network
Adi Botea, Michele Berlingerio, Eric Bouillet, Francesco Calabrese, Olivier Verscheure
US 20140067266 A1
Abstract

De-noising scheduled transportation data
E Bouillet, F Calabrese, F Pinelli, O Verscheure
US Patent App. 13/664,064

Estimation of arrival times at transit stops
E Bouillet, F Calabrese, F Pinelli, M Sinn, J Yoon
US Patent App. 13/664,065

Porous Flow Model for Disordered Heterogeneous Traffic Streams
Rahul Nair, Elise Miller-Hooks, Hani Mahmassani
Annual Meeting of the Transportation Research Board, 2012

Optimal Reconfiguration for Supply Restoration With Informed A* Search
A. Botea, J. Rintanen, D. Banerjee
Smart Grid, IEEE Transactions on 3(2), 583--593, IEEE, 2012

Iterative Resource Allocation for Memory Intensive Parallel Search Algorithms
A. Fukunaga, A. Kishimoto, A. Botea
Symposium on Combinatorial Search SoCS-12, 2012

Iterative resource allocation for memory intensive parallel search algorithms on clouds, grids, and shared clusters
Alex Fukunaga, Akihiro Kishimoto, Adi Botea
Proceedings of the 26th AAAI Conference on Artificial Intelligence, pp. 478--485, 2012

Fast, Optimal Pathfinding with Compressed Path Databases
A. Botea
Symposium on Combinatorial Search SoCS-12, 2012

Cityride: a predictive bike sharing journey advisor
JW Yoon, F Pinelli, F Calabrese
IEEE International Conference on Mobile Data Management (MDM), pp. 306--311, 2012

Predicting Personal Mobility with Individual and Group Travel Histories
G Di Lorenzo, J Reades, F Calabrese, C Ratti
Environment & Planning B, 2012

Human-mobility enabled networks in urban environments: Is there any (mobile wireless) small world out there?
Angela Sara Cacciapuoti, Francesco Calabrese, Marcello Caleffi, Giusy Di Lorenzo, Luigi Paura
Ad Hoc Networks 10(8), 1520 - 1531, 2012
Special Issue on Social-Based Routing in Mobile and Delay-Tolerant Networks

Predicting arrival times of buses using real-time GPS measurements
M Sinn, JW Yoon, F Calabrese, E Bouillet
5th International IEEE Annual Conference on Intelligent Transportation Systems (ITSC), 2012


2011

Adaptive Bayesian network for traffic flow prediction
A Pascale, M Nicoli
Statistical Signal Processing Workshop (SSP), 2011 IEEE, pp. 177--180

Fleet management for vehicle sharing operations
R. Nair, E. Miller-Hooks
Transportation Science 45(4), 524--540, INFORMS, 2011

Towards building an uncertainty-aware personal journey planner
A T Baptista, E Bouillet, F Calabrese, O Verscheure
Intelligent Transportation Systems (ITSC), 2011 14th International IEEE Conference on, pp. 378--383

Out of Sight Out of Mind--How Our Mobile Social Network Changes during Migration
S Phithakkitnukoon, F Calabrese, Z Smoreda, C Ratti
Privacy, Security, Risk and Trust (PASSAT), 2011 IEEE Third International Conference on and 2011 IEEE Third International Confernece on Social Computing (SocialCom), pp. 515--520

Challenges and results in city-scale sensing
L Amini, E Bouillet, F Calabrese, L Gasparini, O Verscheure
Sensors, 2011 IEEE, pp. 59--61

Time of arrival predictability horizons for public bus routes
C Coffey, A Pozdnoukhov, F Calabrese
Proceedings of the 4th ACM SIGSPATIAL International Workshop on Computational Transportation Science, pp. 1--5, 2011

The first international symposium on social and community intelligence (SCI'11)
B Guo, D Zhang, Z Yu, F Calabrese
Proceedings of the 13th international conference on Ubiquitous computing, pp. 625--626, 2011

Social Event Detection in Massive Mobile Phone Data Using Probabilistic Location Inference
V.A. Traag, A. Browet, F. Calabrese, F. Morlot
International Conference on Social Computing (Socialcom), 2011

The Connected States of America: Quantifying Social Radii of Influence
Francesco Calabrese, Dominik Dahlem, Alexandre Gerber, DeDe Paul, Xiaoji Chen, James Rowland, Christopher Rath, Carlo Ratti
2011 IEEE International Conference on Privacy, Security, Risk and Trust and IEEE International Conference on Social Computing (PASSAT/SocialCom 2011), pp. 223--231

System and Analytics for Continuously Assessing Transport Systems from Sparse and Noisy Observations: Case Study in Dublin
L Gasparini, E Bouillet, F Calabrese, O Verscheure, B O'Brien, M O'Donnell
IEEE International Conference on Intelligent Transportation Systems, pp. 1827--1832, 2011

Identifying Human Spatio-Temporal Activity Patterns from Mobile-Phone Traces
G Di Lorenzo, F Calabrese
International Conference on Intelligent Transportation Systems, pp. 1069--1074, 2011

Mobile Phones and Outdoor Advertising: Measurable Advertising
D Quercia, F Calabrese, G Di Lorenzo, C Ratti
IEEE Pervasive Computing 10(2), 28-36, IEEE, 2011

Workshop on Pervasive Urban Applications
F Calabrese, S Phithakkitnukoon, D Dahlem, G Di Lorenzo
IEEE Pervasive Computing 10(4), 101--104, IEEE, 2011

Interplay between telecommunications and face-to-face interactions: A Study Using Mobile Phone Data
F Calabrese, Z Smoreda, V D Blondel, C Ratti
PLoS ONE 6(7), e20814, 2011