Smarter Transportation (discontinued)       

links

 Calvin B (Cal) Swart photo

Smarter Transportation (discontinued) Publications



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


2014

Spatio-temporal clustering of urban networks: a real case scenario in London
Alessandra Pascale, Dimitrios Mavroeidis and Hoang Thanh Lam
Published at TRB Annual Meeting, selected for publication at Transportation Research Record (TRR), Journal of the Transportation Research Board, 2014

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

Traffic Management using RTEC in OWL 2 RL
Bernard Gorman, Jakub Marecek, Jia Yuan Yu
ISWC, 2014

Spatially Distributed Multiagent Path Planning
Christopher Wilt and Adi Botea
Proceedings of the International Conference on Automated Planning and Scheduling, AAAI Press, 2014


2013

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

Search in Real-Time Video Games
Peter I. Cowling, Michael Buro, Michal Bida, Adi Botea, Bruno Bouzy, Martin V. Butz, Philip Hingston, Hector Mu\ noz-Avila, Dana Nau, Moshe Sipper
Artificial and Computational Intelligence in Games, pp. 1--19, Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik, 2013

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

Pathfinding in Games
Adi Botea, Bruno Bouzy, Michael Buro, Christian Bauckhage, Dana Nau
Artificial and Computational Intelligence in Games, pp. 21--31, Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik, 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

Path Planning with Compressed All-Pairs Shortest Paths Data
Adi Botea, Daniel Harabor
Twenty-Third International Conference on Automated Planning and Scheduling, 2013

Multi-Modal Journey Planning in the Presence of Uncertainty
Adi Botea, Evdokia Nikolova, Michele Berlingerio
Proceedings of the Twenty-Third International Conference on Automated Planning and Scheduling, ICAPS 2013, Rome, Italy, June 10-14, 2013

Moving target search with compressed path databases
Adi Botea, Jorge A Baier, Daniel Harabor, Carlos Hern\'andez
Proceedings of ICAPS-13, 2013

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

Incident Duration Prediction with Hybrid Tree-based Quantile Regression
Q. He, Y. Kamarianakis, K. Jintanakul, L. Wynter
Advances in Dynamic Network Modeling in Complex Transportation Systems, pp. 287--305, Springer, 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

Evaluation of a simple, scalable, parallel best-first search strategy
Akihiro Kishimoto, Alex Fukunaga, Adi Botea
Artificial Intelligence, Elsevier, 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

Real-time road traffic forecasting using regime-switching space-time models and adaptive LASSO
Y. Kamarianakis, W. Shen, L. Wynter
Applied Stochastic Models in Business and Industry, Wiley Online Library, 2012

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

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

A New Resource-Constrained Multicommodity Flow Model for Conflict-Free Train Routing and Scheduling
G Caimi, F Chudak, M Fuchsberger, M Laumanns, R Zenklusen
Transportation Science 45(2), 212--227, INFORMS, 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

A New Resource-constrained Multi-commodity Flow Model for Conflict-free Train Routing and Scheduling
G Caimi, F Chudak, M Fuchsberger, M Laumanns, R Zenklusen
Transportation Science45, 212--227, 2011

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

Real-Time Urban Monitoring Using Cell Phones: a Case Study in Rome
F Calabrese, M Colonna, P Lovisolo, D Parata, C Ratti
IEEE Transactions on Intelligent Transportation Systems 12(1), 141-151, 2011

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


2010

Transportation Mode Inference from Anonymized and Aggregated Mobile Phone Call Detail Records
H Wang, F Calabrese, G DiLorenzo, C Ratti
IEEE International Conference on Intelligent Transportation Systems, pp. 318--323, 2010

Human Mobility Prediction based on Individual and Collective Geographical Preferences
F Calabrese, G DiLorenzo, C Ratti
IEEE International Conference on Intelligent Transportation Systems, pp. 312--317, 2010

IBM InfoSphere Streams for scalable, real-time, intelligent transportation services
A. Biem, E. Bouillet, H. Feng, A. Ranganathan, A. Riabov, O. Verscheure, H. Koutsopoulos, C. Moran
Proceedings of the 2010 international conference on Management of data, pp. 1093--1104

Characterizing regimes in daily cycles of urban traffic using smooth-transition regressions
Y. Kamarianakis, H. Oliver Gao, P. Prastacos
Transportation Research Part C: Emerging Technologies 18(5), 821--840, Elsevier, 2010

Real-Time Traffic Information Management using Stream Computing
Alain Biem, Eric Bouillet, Hanhua Feng, Anand Ranganathan, Anton Riabov, Olivier Verscheure, Haris N. Koutsopoulos, Mahmood Rahmani, Baris G\"{u}\c{c}
IEEE Data Eng. Bull. 33(2), 64--68, 2010

Ensemble-Based Method for Task 2: Predicting Traffic Jam
J. He, Q. He, G. Swirszcz, Y. Kamarianakis, R. Lawrence, W. Shen, L. Wynter
Data Mining Workshops (ICDMW), 2010 IEEE International Conference on, pp. 1363--1365

Traffic Velocity Prediction Using GPS Data: IEEE ICDM Contest Task 3 Report
W. Shen, Y. Kamarianakis, L. Wynter, J. He, Q. He, R. Lawrence, G. Swirszcz
Data Mining Workshops (ICDMW), 2010 IEEE International Conference on, pp. 1369--1371


2009

Space and time-dependant bus accessibility: a case study in Rome
F Pinelli, A Hou, F Calabrese, M Nanni, C Zegras, C Ratti
IEEE International Conference on Intelligent Transportation Systems, pp. 1--6, 2009


2005

Polyhedral results for the pickup and delivery travelling salesman problem
I Dumitrescu
2005 - cirrelt.ca, Centre for Research on Transportation (CRT)

Modeling traffic volatility dynamics in an urban network
Y. Kamarianakis, A. Kanas, P. Prastacos
Transportation Research Record: Journal of the Transportation Research Board 1923(-1), 18--27, Trans Res Board, 2005

Space--time modeling of traffic flow
Y. Kamarianakis, P. Prastacos
Computers \& Geosciences 31(2), 119--133, Elsevier, 2005


2004

Bivariate traffic relations: A spacetime modeling approach
Y. Kamarianakis, P. Prastacos, D. Kotzinos
Proceedings of the 7th Conference of the Association of Geographic Information Laboratories for Europe (AGILE), Heraklio, Greece, 2004


2003

Forecasting traffic flow conditions in an urban network: comparison of multivariate and univariate approaches
Y. Kamarianakis, P. Prastacos
Transportation Research Record: Journal of the Transportation Research Board 1857(-1), 74--84, Trans Res Board, 2003