Research

iconmicroscope.jpg

Publications

2017:

[1] Cerqueira V., Moreira-Matias L., Khiari J.: "On Evaluating Floating Car Data Quality for Knowledge Discovery". To be presented at KNOWMe: 1st International Workshop on Knowledge Discovery from Mobility and Transportation Systems (2017)

[2] Schimbinschi F., Moreira-Matias L., Nguyen V., Bailey J.: "Topology-regularized Universal Vector Autoregression for traffic forecasting in Large Urban areas". In: Expert Systems with Applications, vol. 82, pp. 301-316, October (2017) PDF

[3] Moreira-Matias L., Farah H.,: “On Developing a Driver Identification Methodology Using In-Vehicle Data Recorders”. In: IEEE Transactions on Intelligent Transportation Systems (2017, in press)

[4] Hernandez A., Sanchez-Medina J., Moreira-Matias L.,: "A simple classification approach to traffic flow state estimation". In: Proceedings of at EUROCAST 2017 - 16th International Conference on Computer Aided Systems Theory, pp. 290-291, Las Palmas de Gran Canarias, Spain, February (2017) PDF

2016:

[5] Moreira-Matias L., Cerqueira V.,:"CJAMmer - Traffic Jam Cause Prediction using Boosted Trees". In: Proceedings of 19th International IEEE Conference on Intelligent Transportation Systems (ITSC), pp. 743-748, Rio de Janeiro, Brazil, November (2016) PDF

[6] Moreira-Matias L., Gama J. and Mendes-Moreira J., ”Concept Neurons - Handling Drift Issues for Real-Time Industrial Data Mining” In: Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2016, Riva del Garda, Italy, Proceedings, Part III, pp. 96-111, Springer (2016) PDF

[7] Moreira-Matias L., Cats O., Gama J., Mendes-Moreira J. and Sousa J.F., "An Online Learning Approach to Eliminate Bus Bunching in Real-Time". In: Applied Soft Computing, vol. 47, pp. 460-482 October (2016) PDF

[8] Hassan S., Moreira-Matias L., Khiari J. and Cats O., ”Feature Selection Issues in Long-Term Travel Time Prediction”. In: Advances in Intelligent Data Analysis XV, LNCS vol. 9897, pp. 98-109. Springer International (2016)

[9] Yousaf F. Z., Goncalves C., Moreira-Matias L. and Perez C., “RAVA - Resource Aware VNF Agnostic NFV Orchestration Method for Virtualized Networks”. In: Proceedings of IEEE 27th Annual International Symposium on Personal, Indoor, and Mobile Radio Communication (PIMRC), pp. 2331-2336, Valencia, Spain (2016) PDF

[10] Khiary J., Moreira-Matias L., Cerqueira V. and Cats O.,: "Automated Setting of Bus Schedule Coverage using Unsupervised Machine Learning". In: Advances in Knowledge Discovery and Data Mining 20th Pacific-Asia Conference (PAKDD), pp. 552-564, Springer (2016) acceptance rate: 17.26% (53/307) PDF

[presented at 20th Pacific Asia Conference on Knowledge Discovery and Data Mining (PAKDD)(2016)]

[11] Moreira-Matias L., and Cats O.,: "Toward a Demand Estimation Model Based on Automated Vehicle Location". In: Transportation Research Record: Journal of the Transportation Research Board, vol. 2544, pp.141-149, December (2016) PDF

[12] Moreira-Matias L., Gama J., Ferreira M., Mendes-Moreira J. and Damas L.,: "Time-Evolving OD Matrix Estimation using high-speed GPS data streams". In: Expert Systems with Applications, vol. 44, pp. 275-288, February (2016) PDF

2015:

[13] Moreira-Matias L., Alesiani F.,:”Drift3Flow: Freeway-Incident Prediction using Real-Time Learning”. In: Proceedings of 18th International IEEE Conference on Intelligent Transportation Systems (ITSC), pp. 566-571, Las Palmas de Gran Canaria, Spain, September (2015) PDF

[14] Faizrahnemoon M., Alesiani F., Moreira-Matias L.:”A Scenario-Oriented approach for Noise detection on Traffic Flow data”. In: Workshop (WS06) Proceedings of 18th International IEEE Conference on Intelligent Transportation Systems (ITSC), pp. 143-148, Las Palmas de Gran Canaria, Spain, September (2015) PDF

[15] Moreira-Matias L., Mendes-Moreira J., Sousa J.F. and Gama J.,: "On Improving Mass Transit Operations by using AVL-based Systems: A Survey". In: IEEE Transactions on Intelligent Transportation Systems, vol. 16, no. 4, pp. 1636-1653, July (2015) PDF

[16] Sousa, J.F., Mendes-Moreira J., Moreira-Matias, L., Gama, J., “Reliability Metrics for the Evaluation of the Schedule Plan in Public Transportation”. In: WAM 2015 - Workshop on Assessment Methodologies - Energy, Mobility and other real world applications, Coimbra, Portugal (2015) PDF

[17] Mendes-Moreira. J., Moreira-Matias. L., Gama. J. and Sousa. J.F., ”Validating the Coverage of Bus Schedules: A Machine Learning Approach”. In: Information Sciences, vol. 293, no. 1, pp. 299-313, February (2015) PDF

2014:

[18] Moreira-Matias, L., Gama, J., Mendes-Moreira, J., Freire de Sousa, J.: "An Incremental Probabilistic Model to Predict Bus Bunching in Real-Time". In: Advances in Intelligent Data Analysis XIII, LNCS vol. 8819, pp. 230-240. Springer International (2014)

[19] Nunes, R., Moreira-Matias, L., Ferreira, M., “Using Exit Time Predictions to Optimize Self Automated Parking Lots”. In: Proceedings of 17th International IEEE Conference on Intelligent Transportation Systems (ITSC), pp. 302-307, Qingdao, China (2014) PDF

[20] Moreira-Matias, L., Mendes-Moreira, J., Ferreira, M., Gama, J., Damas, L.: “An Online Learning Framework for Predicting the Taxi Stands Profitability”. In: Proceedings of 17th International IEEE Conference on Intelligent Transportation Systems (ITSC), pp. 2009-2014, Qingdao, China (2014) PDF

[21] Moreira-Matias, L., Mendes-Moreira, J., Gama, J., Ferreira, M., “On Improving Operational Planning and Control in Public Transportation Networks using Streaming Data: A Machine Learning Approach”. In: Local Proceedings of European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD), pp. 41-50, Phd Spotlight Session (2014) PDF

[22] Moreira-Matias, L., Nunes, R., Ferreira, M., Mendes-Moreira, J., Gama, J., ”On Predicting a Call Center's Workload: A Discretization-based Approach”. In: Foundations of Intelligent Systems, LNCS 8502, pp. 548-553 (2014).

[presented at ISMIS- 21st International Symposium on Methodologies for Intelligent Systems - Roskilde, Denmark (2014)] PDF

2013:

[23] Moreira-Matias, L., Gama, J., Ferreira, M., Mendes-Moreira, J., Damas, L., ”On Predicting the Taxi-Passenger Demand: A Real-Time Approach”. In: Progress in Artificial Intelligence, LNCS 8154. Springer Berlin Heidelberg, pp. 54-65 (2013).

[presented at EPIA - 16th Portuguese Conference on Artificial Intelligence. Angra do Heroísmo, Portugal (2013)] PDF

[24] Moreira-Matias, L., Gama, J., Ferreira, M., Mendes-Moreira, J., Damas, L., ”Predicting Taxi–Passenger Demand Using Streaming Data”. In: IEEE Transactions on Intelligent Transportation Systems, vol.14, no.3, pp.1393-1402, September (2013) PDF

[25] Moreira-Matias, L., Fernandes, R., Gama, J., Ferreira, M., Mendes-Moreira, J., Damas, L., “On Recommending Urban Hotspots to Find Our Next Passenger”. In: Proceedings of the 3rd International Conference on Ubiquitous Data Mining - Volume 1088, pp. 17-23, Beijing, China (2013) PDF

2012:

[26] Moreira-Matias, L., Fernandes, R., Gama, J., Ferreira, M., Mendes-Moreira, J., Damas, L., “An Online Recommendation System for the Taxi Stand choice Problem (Poster)”. In: IEEE Vehicular Network Conference (IEEE VNC), pp. 173-180, Seoul, South Korea (2012) PDF

[27] Moreira-Matias, L., Gama, J., Ferreira, M., Mendes-Moreira, J., Damas, L.: "Online Predictive Model for Taxi Services". In: Advances in Intelligent Data Analysis XI, LNCS vol. 7619, pp. 230-240. Springer Berlin / Heidelberg (2012)

[presented at IDA - 11th International Symposium on International Data Analysis. Helsinki, Finland (2012)] PDF

[28] Moreira-Matias, L., Gama, J., Ferreira, M., Damas, L.: "A predictive model for the passenger demand on a taxi network". In: 15th International IEEE Conference on Intelligent Transportation Systems (ITSC), pp. 1014-1019, Anchorage, Alaska (US) (2012) PDF

[29] Moreira-Matias L., Ferreira C., Gama J., Mendes-Moreira J., Sousa J.F.d., “Bus Bunching Detection: A Sequence Mining Approach”. In: 20th European Conference on Artificial Intelligence (ECAI) - Ubiquotous Data Mining (UDM) Workshop, Montpellier, France (2012) PDF

[30] Moreira-Matias L., Mendes-Moreira J., Gama J., Brazdil P. "Text Categorization Using an Ensemble Classifier Based on a Mean Co-association Matrix". In: Machine Learning and Data Mining in Pattern Recognition, LNCS vol. 7376, pp. 525-539: Springer Berlin / Heidelberg (2012)

[presented at MLDM - 9th International Conference on Machine Learning and Data Mining. Berlin, Germany (2012)] PDF

[31] Moreira-Matias L., Ferreira, C., Gama J., Mendes-Moreira J., Sousa J.F.d., "Bus Bunching Detection by Mining Sequences of Headway Deviations". In: Advances in Data Mining. Applications and Theoretical Aspects. LNCS vol. 7377, pp. 77-91. Springer Berlin / Heidelberg. (2012)

[presented at ICDM - 12th Industrial Conference on Data Mining. Berlin, Germany (2012)] PDF

[32] Ferreira, M., Fernandes, R., Conceição, H., Gomes, P., d’Orey, P.M., Moreira-Matias, L., Gama, J., Lima, F., Damas, L.: "Vehicular Sensing: Emergence of a Massive Urban Scanner". In: Sensor Systems and Software, LNCS vol. 102, pp. 1-14. Springer Berlin Heidelberg (2012)

[presented at S-Cube - 3rd International Conference on Sensor Systems and Software. Lisbon, Portugal (2012)] PDF

2011:

[33] Moreira-Matias L., “Bus Bunching Detection by Mining Sequences of Headway Deviations” - Phd Poster Session, IDA'2011 - The Tenth International Symposium on Intelligent Data Analysis, Porto, Portugal, October 28-31 (2011) PDF

2010:

[34] Matias L., Gama J., Mendes-Moreira J. and Sousa J.F., "Validation of both number and coverage of bus Schedules using AVL data.", 13th International IEEE Annual Conference on Intelligent Transportation Systems (ITSC'2010), Madeira Island, Portugal, September 19-22: pp. 131-136 (2010). PDF

[35] Matias, L., "Developing Dynamic Reports using Rich Internet Applications". In: ENTERprise Information Systems, CCIS Vol. 110, pp. 436-445. Springer Berlin Heidelberg (2010) PDF

[36] Gama J., Ferreira C., Matias L., Botterud A., Wang J., Conzelmann G., "A Survey on Wind Ramp Forecasting", Technical Report (2010). PDF

Patents

Ms.C. Supervisions

 
Voltar ao topo
investigacao.txt · Modificado em: 2017/07/25 13:33 por lmatias
 
 
chimeric.de = chi`s home Creative Commons License Valid CSS Driven by DokuWiki do yourself a favour and use a real browser - get firefox!! Recent changes RSS feed Valid XHTML 1.0