Michel Celestino Paiva Ferreira

HYRAX, Research Grant, José Miguel Pereira Azevedo, Concluded 08-2016
HYRAX, Research Grant, Pedro Miranda de Andrade de Albuquerque d´Orey, Concluded 06-2016

Publications

3Books Chapters

L. Matias, J.G. Gama, M. Ferreira, JMM João Mendes-Moreira, L.D. Damas, Online Predictive Model for Taxi Services, Chapter in, Advances in Intelligent Data Analysis XI, Jaakko Hollmén; Frank Klawonn; Allan Tucker, Springer, Heidelberg, 2012
D. Vaz Vaz, V. S. Costa Costa, M. Ferreira, Lecture Notes in Computer Science, Chapter in, Inductive Logic Programming, Paolo Frasconi, Francesca A. Lisi, Springer, 2011
D. Vaz Vaz, V. S. Costa Costa, M. Ferreira, User Defined Indexing, Chapter in, Logic Programming, Patricia M. Hill, David S.Warren, Springer, Pasadena, CA, 2009

11Papers in Journals

J. Azevedo Azevedo, P. M. d´Orey, M. Ferreira, High-density Parking for Automated Vehicles: A Complete Evaluation of Coordination Mechanisms, IEEE Access, Vol. 1, No. 1, pp. 1 - 1, February, 2020,
| Abstract | Full text (PDF 1 MB) | BibTex
J. Gama Gama, M. Ferreira, JMM João Mendes-Moreira, L.D. Damas, L. Matias, Time-evolving O-D matrix estimation using high-speed GPS data streams, Expert Systems with Applications, Vol. 44, No. ., pp. 275 - 288, February, 2016,
| Abstract | BibTex
P. M. d´Orey, M. Ferreira, Can Ride-Sharing Become Attractive? A Case Study of Taxi-Sharing Employing a Simulation Modelling Approach, IET Intelligent Transport Systems, Vol. 9, No. 2, pp. 210 - 220, February, 2015,
| Abstract | Full text (PDF 5 MBs) | BibTex
M. Ferreira, P. Gomes, M. K-S. Kruger-Silveria, F. V. Vieira, The Virtual Drive, Vol. 12, No. ., pp. 40 - 44, June, 2014,
| Abstract | BibTex
P. M. d´Orey, M. Ferreira, ITS for Sustainable Mobility: A Survey on Applications and Impact Assessment Tools, Journal of Intelligent Transportation Systems: Technology, Planning, and Operations, Vol. 15, No. 2, pp. 477 - 493, April, 2014,
| Abstract | Full text (PDF 842 KBs) | BibTex
L. Matias, J.G. Gama, M. Ferreira, JMM João Mendes-Moreira, L.D. Damas, Predicting Taxi–Passenger Demand Using Streaming Data, Journal of Intelligent Transportation Systems: Technology, Planning, and Operations, Vol. 14, No. 3, pp. 1393 - 1402, September, 2013,
| Abstract | BibTex
M. Ferreira, P. M. d´Orey, On the Impact of Virtual Traffic Lights on Carbon Emissions Mitigation, Journal of Intelligent Transportation Systems: Technology, Planning, and Operations, Vol. 13, No. 1, pp. 284 - 295, March, 2012,
| Abstract | BibTex
P. Gomes, C. Olaverri, M. Ferreira, Making Vehicles Transparent Through V2V Video Streaming, Journal of Intelligent Transportation Systems: Technology, Planning, and Operations, Vol. 0, No. 0, pp. 0 - 0, January, 2012,
| Abstract | Full text (PDF 631 KBs) | BibTex
M. Ferreira, A internet no para-brisas, Europa Novas Fronteiras - A Sociedade do Conhecimento, Vol. ., No. 28/29, pp. . - ., December, 2011 | BibTex
T. T. V. Vinhoza, M. Ferreira, J. Barros, O. Tonguz, Impact of Vehicles as Obstacles in Vehicular Ad Hoc Networks, IEEE Journal on Selected Areas in Communications, Vol. 29, No. 1, pp. 7 - 20, January, 2011 | BibTex
P. Ribeiro Ribeiro, H. Simões Simões, M. Ferreira, Teaching Artificial Intelligence and Logic Programming in a Competitive Environment, Informatics in Education, Vol. 8, No. 1, pp. 85 - 100, January, 2009,
| Abstract | Full text (PDF 832 KBs) | BibTex

37Papers in Conferences

P. M. d´Orey, J. Azevedo Azevedo, M. M. Macedo, M. Ferreira, Demo: High-density Parking System Enabled by Vehicular Networks, IEEE Vehicular Networking Conference VNC, Turin, Italy, November, 2017,
| Abstract | Full text (PDF 1 MB) | BibTex
P. M. d´Orey, J. Azevedo Azevedo, M. Ferreira, Automated Planning and Control for High-Density Parking Lots, International Conference on Automated Planning and Scheduling ICAPS, Pittsburgh, United States, Vol. 0, pp. 1 - 6, June, 2017,
| Abstract | BibTex
M. Veloso, P. M. d´Orey, S. Phithakkitnukoon, C. Bento, M. Ferreira, Inferring Exhaust Gases Levels using Taxi Service and Meteorological Data: An Experiment in the City of Porto, Portugal, IEEE Conf. on Intelligent Transportation Systems, Rio de Janeiro, Brazil, Vol. 0, pp. 1970 - 1975, November, 2016,
| Abstract | Full text (PDF 673 KBs) | BibTex
P. M. d´Orey, J. Azevedo Azevedo, M. Ferreira, Exploring the Solution Space of Self-Automated Parking Lots: A Large-scale Empirical Evaluation of Vehicle Control Strategies, IEEE Conf. on Intelligent Transportation Systems, Rio de Janeiro, Brazil, Vol. 1, pp. 1134 - 1140, November, 2016,
| Abstract | Full text (PDF 3 MBs) | BibTex
P. M. d´Orey, A. Hosseini, J. Azevedo Azevedo, F. Diermeyer, M. Ferreira, M. Lienkamp, Hail-a-Drone: Enabling Teleoperated Taxi Fleets, IEEE Intelligent Vehicles Symp. - IV, Gothenburg, Sweden, Vol. 1, pp. 774 - 781, June, 2016,
| Abstract | Full text (PDF 1 MB) | BibTex
J. Azevedo Azevedo, P. M. d´Orey, M. Ferreira, On the Mobile Intelligence of Autonomous Vehicles, IEEE/IFIP International Workshop on Urban Mobility & Intelligent Transportation Systems UMITS, Istanbul, Turkey, Vol. 1, pp. 1169 - 1174, April, 2016,
| Abstract | Full text (PDF 2 MBs) | BibTex
L. Matias, JMM João Mendes-Moreira, J.G. Gama, M. Ferreira, On Improving Operational Planning and Control in Public Transportation Networks using Streaming Data: A Machine Learning Approach”, European Conf. on Machine Learning and Principles and Practice of Knowledge Discovery in Databases - ECML/PKDD, Nancy, France, Vol. 1, pp. 41 - 50, September, 2014,
| Abstract | BibTex
L. Matias, RN Nunes, M. Ferreira, JMM João Mendes-Moreira, J.G. Gama, On Predicting a Call Center's Workload: A Discretization-based Approach, International Symposium on Methodologies for Intelligent Systems - ISMIS, Roskilde, Denmark, Vol. 1, pp. 548 - 553, July, 2014,
| Abstract | BibTex
M. Ferreira, L.D. Damas, H. Conceição, P. M. d´Orey, R. Fernandes, P. Steenkiste, Self-Automated Parking Lots for Autonomous Vehicles based on Vehicular Ad Hoc Networking, IEEE Intelligent Vehicles Symp. - IV, Dearborn, Michigan, United States, Vol. ., pp. . - ., June, 2014,
| Abstract | Full text (PDF 1 MB) | BibTex
M. Ferreira, P. Gomes, M. K-S. Kruger-Silveria, F. V. Vieira, Augmented Reality Driving Supported by Vehicular Ad Hoc Networking, International symposium on Mixed and Augmented Reality ISMAR, Adelaide, Australia, Vol. ., pp. . - ., October, 2013,
| Abstract | BibTex
L. Matias, J.G. Gama, M. Ferreira, JMM João Mendes-Moreira, L.D. Damas, On Predicting the Taxi-Passenger Demand: A Real-Time Approach, Portuguese Conf. on Artificial Intelligence - EPIA, Angra do Heroísmo, Portugal, Vol. XX, pp. XX - XX, September, 2013,
| Abstract | Full text (PDF 1 MB) | BibTex
L. Matias, R. Fernandes, J.G. Gama, M. Ferreira, JMM João Mendes-Moreira, L.D. Damas, On Recommending Urban Hotspots to Find Our Next Passenger, International Joint Conference on Artificial Intelligence - IJCAI, Beijing, China, Vol. 1, pp. 17 - 23, August, 2013,
| Abstract | BibTex
H. Conceição, M. Ferreira, P. Steenkiste, Virtual Traffic Lights in Partial Deployment Scenarios, IEEE Intelligent Vehicles Symp. - IV, Gold Coast, Australia, Vol. -, pp. - - -, June, 2013,
| Abstract | Full text (PDF 6 MBs) | BibTex
P. Gomes, F. V. Vieira, M. Ferreira, Sustainable Highways with Shadow Tolls based on VANET Advertising, ACM International Workshop on VehiculAr Inter-NETworking - VANET, Taipei, Taiwan, Vol. 0, pp. 0 - 0, June, 2013,
| Abstract | Full text (PDF 2 MBs) | BibTex
R. Fernandes, F. V. Vieira, M. Ferreira, Parallel Microscopic Simulation of Metropolitan-scale Traffic, Annual Simulation Symp., San Diego, United States, Vol. 1, pp. 1 - 1, April, 2013,
| Abstract | Full text (PDF 493 KBs) | BibTex
P. M. d´Orey, R. Fernandes, M. Ferreira, Reducing the Enviornmental impact of Taxi Operation: the Taxi-Sharing Use Case, IEEE International Conf. on ITS Telecommunications - ITST, Taipei, Taiwan, Vol. 1, pp. 319 - 323, November, 2012,
| Abstract | Full text (PDF 1 MB) | BibTex
P. Gomes, F. V. Vieira, M. Ferreira, The See-Through System: From Implementation to Test-Drive, IEEE Vehicular Networking Conf. (VNC), Seoul, Korea, South, Vol. 0, pp. 0 - 0, November, 2012,
| Abstract | Full text (PDF 3 MBs) | BibTex
L. Matias, R. Fernandes, J.G. Gama, M. Ferreira, JMM João Mendes-Moreira, L.D. Damas, An Online Recommendation System for the Taxi Stand choice Problem (Poster), IEEE Vehicular Networking Conf. (VNC), Seoul, Korea, South, Vol. 1, pp. 173 - 180, November, 2012,
| Abstract | BibTex
R. Fernandes, M. Ferreira, F. V. Vieira, VNS: An integrated framework for vehicular networks simulation, IEEE Vehicular Networking Conf. (VNC), Seoul, Korea, South, Vol. 0, pp. 195 - 202, November, 2012,
| Abstract | BibTex
P. M. d´Orey, R. Fernandes, M. Ferreira, Empirical Evaluation of a Dynamic and Distributed Taxi-Sharing System, IEEE Conf. on Intelligent Transportation Systems, Anchorage, United States, Vol. 1, pp. 140 - 146, September, 2012,
| Abstract | Full text (PDF 496 KBs) | BibTex
L. Matias, J.G. Gama, M. Ferreira, L.D. Damas, A predictive model for the passenger demand on a taxi network, IEEE Conf. on Intelligent Transportation Systems, Anchorage, Alaska, United States, Vol. ., pp. . - ., September, 2012,
| Abstract | BibTex
C. Olaverri, P. Gomes, M. K-S. Kruger-Silveria, M. Ferreira, In-Vehicle Virtual Traffic Lights: a Graphical User Interface, Conf. Ibérica de Sistemas e Tecnologias de Informação - CISTI, Madrid, Spain, Vol. 0, pp. 0 - 0, June, 2012,
| Abstract | BibTex
M. Ferreira, R. Fernandes, H. Conceição, P. Gomes, P. M. d´Orey, L. Matias, J.G. Gama, F. Lima Lima, L.D. Damas, Vehicular Sensing: Emergence of a Massive Urban Scanner, International Conf. on Sensor Systems and Software - S-Cube, Lisboa, Portugal, Vol. ., pp. . - ., June, 2012,
| Abstract | BibTex
R. Fernandes, M. Ferreira, Scalable VANET Simulations with NS-3, Vehicular Technology Conference: VTC-Spring, Yokohama, Japan, Vol. 0, pp. 0 - 0, May, 2012,
| Abstract | Full text (PDF 509 KBs) | BibTex
P. Gomes, C. Olaverri, M. Ferreira, L.D. Damas, Driver-Centric VANET Simulation, Nets4Cars, Wessling-Oberpfaffenhofen, Germany, Vol. 0, pp. 0 - 0, March, 2011,
| Abstract | Full text (PDF 428 KBs) | BibTex
R. Fernandes, P. M. d´Orey, M. Ferreira, DIVERT for Realistic Simulation of Heterogeneous Vehicular Networks, IEEE International Conf. on Mobile Ad-hoc and Sensor Systems - MASS, San Francisco, United States, Vol. ., pp. 721 - 726, November, 2010,
| Abstract | Full text (PDF 1 MB) | BibTex
R. Fernandes, M. Ferreira, O. Tonguz, An Interactive Simulation of a Distributed Traffic Control System based on a VANET, ACM MobiCom Workshop on Challenged Networks - CHANTS, Chicago, United States, Vol. ., pp. . - ., September, 2010 | Full text (PDF 2 MBs) | BibTex
M. Ferreira, R. Fernandes, H. Conceição, W. V. Viriyasitavat, O. Tonguz, Self-Organized Traffic Control, ACM International Workshop on VehiculAr Inter-NETworking - VANET, Chicago, United States, Vol. ., pp. . - ., September, 2010,
| Abstract | Full text (PDF 1 MB) | BibTex
P. M. d´Orey, M. Garcia-Lozano, M. Ferreira, Automatic Link Balancing Using Fuzzy Logic Control of Handover Parameter, IEEE International Symp. on Personal, Indoor and Mobile Radio Commun - PIMRC, Istambul, Turkey, Vol. ., pp. 2168 - 2173, September, 2010,
| Abstract | Full text (PDF 472 KBs) | BibTex
D. Vaz Vaz, V. S. Costa Costa, M. Ferreira, Fire! Firing Inductive Rules from Economic Geography for Fire Risk Detection, International Conf. on Inductive Logic Programming - ILP, Firenze, Italy, Vol. ., pp. . - ., June, 2010,
| Abstract | BibTex
C. Olaverri, P. Gomes, R. Fernandes, F. V. Vieira, M. Ferreira, The See-Through System: A VANET-Enabled Assistant for Overtaking Maneuvers, IEEE Intelligent Vehicles Symp. - IV, San Diego, United States, Vol. ., pp. 123 - 128, June, 2010,
| Abstract | Full text (PDF 947 KBs) | BibTex
M. Ferreira, H. Conceição, R. Fernandes, O. Tonguz, Urban Connectivity Analysis of VANETs through Stereoscopic Aerial Photography, IEEE Vehicular Networking Conf. (VNC), Anchorage, AK, United States, September, 2009,
| Abstract | Full text (PDF 335 KBs) | BibTex
M. Ferreira, H. Conceição, R. Fernandes, O. Tonguz, Steroscopic Aerial Photography: An Alternative to Model-Based Urban Mobility Approaches, ACM SIGCOMM, Beijing, China, September, 2009,
| Abstract | Full text (PDF 1 MB) | BibTex
R. Meireles, M. Ferreira, J. Barros, Vehicular Connectivity Models: From Single-Hop Links to Large-Scale Behavior, IEEE Vehicular Technology Conf. - VTC-Fall, Anchorage, United States, Vol. 1, pp. 1 - 5, September, 2009,
| Abstract | Full text (PDF 183 KBs) | BibTex
F. Lima Lima, M. Ferreira, Mining Spatial Data from GPS Traces for Automatic Road Network Extraction, International Symposium on Mobile Mapping Technology MMT, São Paulo, Brazil, Vol. ., pp. . - ., July, 2009,
| Abstract | BibTex
M. Ferreira, H. Conceição, R. Fernandes, R. Rei, Locating Cars through a Vision Enabled VANET, IEEE Intelligent Vehicles Symp. - IV, XI'An, China, June, 2009,
| Abstract | Full text (PDF 1022 KBs) | BibTex
H. Conceição, M. Ferreira, J. Barros, A Cautionary View of Mobility and Connectivity Modeling in Vehicular Ad-Hoc Networks, Vehicular Technology Conference: VTC-Spring, Barcelona, Spain, Vol. 1, pp. 1 - 5, April, 2009,
| Abstract | BibTex

Patents

2Patents

Device and method for self-automated parking lot for autonomous vehicles based on vehicular networking, PCT/IB2015/050736, PCT, 30-01-2014,
| Abstract
Methods and Systems for Coordinating Vehicular Traffic Using In-Vehicle Traffic Control Signals Enabled by Vehicle-to-Vehicle Communications, PCT/US2011/044157, PCT, 16-07-2010

Projects

Closed Projects5

Acronym	Name	Funding Agency	Start date	Ending date
BST	Bluetooth Sensing Technology	IT/LA	01-05-2011	01-05-2013
DRIVE-IN	DRIVE-IN - Distributed Routing and Infotainment through VEhicular Inter-Networking	FCT/CMU	01-01-2009	01-09-2012
DRIVE-IN	Distributed Routing and Infotainment through VEhicular Inter-Networking	FCT/CMU	01-06-2009	01-09-2012
Hyrax	Crowd-Sourcing de Dispositivos Móveis para o Desenvolvimento de Edge-Clouds	FCT/CMU	01-04-2014	01-04-2018
VTL	Semáforos Virtuais	FCT/PTDC	01-01-2012	01-01-2015

Other Scientific Achievements

2Awards

J. Azevedo Azevedo, P. M. d´Orey, M. Ferreira, Best Paper Award "On the Mobile Intelligence of Autonomous Vehicles", IEEE/IFIP International Workshop on Urban Mobility & Intelligent Transportation Systems UMITS, Istanbul, 01-04-2016
P. Gomes, C. Olaverri, M. Ferreira, L.D. Damas, Best Poster Award: “Driver-Centric Driving Simulator”, 2010 Carnegie Mellon Portugal Program Conference, Lisbon, Portugal, 01-06-2010

16Miscellaneous

M. Ferreira, F. V. Vieira, P. Gomes, H. Conceição, R. Fernandes, L.D. Damas, P. M. d´Orey, M. K-S. Kruger-Silveria, Augmented reality driving supported by vehicular ad hoc networking, Invited Talks, 01-11-2014
M. Ferreira, Smart Cities, Invited Talks, 01-10-2014
M. Ferreira, L.D. Damas, H. Conceição, P. M. d´Orey, R. Fernandes, P. Gomes, P. Steenkiste, The mobility of parked cars, Invited Talks, 01-03-2014
M. Ferreira, Building and Exploiting Testbeds: The DRIVE-IN Experience with 450 taxis, Invited Talks, 01-01-2013
M. Ferreira, Communication on the Road, Invited Talks, 01-01-2013
M. Ferreira, Sensoriamento Veicular: O Surgimento de uma Infraestrutura de Sensores em Larga Escala, Veículos do Futuro, Invited Talks, 01-12-2012
M. Ferreira, O Projecto DRIVE-IN e sua Interacção com Frotas de Táxi, Invited Talks, 01-08-2012
M. Ferreira, Vehicular Sensing: Emergence of a Massive Urban Scanner, Invited Talks, 01-08-2012
M. Ferreira, Vehicular Sensing: Emergence of a Massive Urban Scanner, Member of Advisory Committee, 01-06-2012
M. Ferreira, Project DRIVE-IN: Tuning the network at 5.9 GHz, Invited Talks, 01-10-2011
M. Ferreira, From Smart Urban Mobility to a Full-Blown Smart City in Planit Valley, Invited Talks, 01-05-2011
M. Ferreira, Virtual Traffic Lights, Invited Talks, 01-07-2010
M. Ferreira, "Eppur Si Muove": Simulação de Mobilidade em VANET, Invited Talks, 01-05-2010
M. Ferreira, Mobility Models for the Connectivity Analysis of Urban Vehicular Networks, Invited Talks, 01-03-2010
M. Ferreira, Remote Sensing through a Vehicular Network, Invited Talks, 01-07-2009
M. Ferreira, Tuning the Network (at 5.9 Ghz), Invited Talks, 01-06-2009

3Short Courses and Seminars

M. Ferreira, CAB+1: O Futuro da operação de táxis, Portugal, Cascais, 10-2014
H. Conceição, M. Ferreira, R. Fernandes, Virtual Traffic Lights, Portugal, Lisbon, 11-2013
M. Ferreira, P. Gomes, M. K-S. Kruger-Silveria, F. V. Vieira, Augmented Reality Driving Supported by Vehicular Ad Hoc Networking, Australia, Adelaide, 10-2013

IT Member Profile

Michel Ferreira

18-12-2020

IT researcher wins IEEE award in the field of Intelligent Transportation Systems

Scientific Achievements

As Supervisor

As Supervisor

As Co-supervisor

As Supervisor

Closed Projects5