João Pedro Carvalho Leal Mendes Moreira Publicou 13 artigos em revistas especializadas e 39 trabalhos em actas de eventos. Nas suas actividades profissionais interagiu com 69 colaboradores em co-autorias de trabalhos científicos.
Endereço de acesso a este CV: http://www.degois.pt/visualizador/curriculum.jsp?key=9704139833703283

Nome completo Full name	João Pedro Carvalho Leal Mendes Moreira
Nome em citações bibliográficas Quoting name	Moreira, João Pedro Carvalho Leal Mendes

Endereço profissional Professional address

Universidade do Porto Faculdade de Engenharia Departamento de Engenharia Informática Rua Dr. Roberto Frias, s/n 4204-65 Porto Portugal Telefone: (+351)225082142 Fax: (+351)225574103 Correio electrónico: jmoreira@fe.up.pt Homepage: https://sigarra.up.pt/feup/pt/func_geral.formview?p_codigo=236031

Sexo Gender

Masculino»Male

2004-2008	Doutoramento Phd
Ciências de engenharia. Universidade do Porto, Portugal.

1995-2001	Mestrado Master degree
Master in Business Administration (2 anos » years) . Universidade do Porto, Portugal.

1987-1992	Licenciatura Licentiate degree
Matemática e Ciências da Computação (5 anos » years) . Universidade do Minho, Portugal.

Capítulos de livros publicados Published book chapters

1.	Mendes-Moreira, João; Freire de S. J. 2014. Evaluating changes in the operational planning of public transportation.  In Computer-based modelling and optimization in transportation, ed. Jorge Freire de Sousa, Ricardo Rossi, 57 - 68. . Switzerland: Springer.

Artigos em revistas com arbitragem científica Papers in periodics with scientific refereeing

1.	Mendes-Moreira, João; Moreira-Matias, Luís; Gama, João; Freire de S. J. 2015. "Validating the coverage of bus schedules: A Machine Learning approach", Information Sciences 293, 1: 299 - 313.

2.	Mendes-Moreira, João; Jorge, Alípio M; Freire de S. J; Soares, Carlos. 2015. "Improving the accuracy of long-term travel time prediction using heterogeneous ensembles", Neurocomputing 150, 1: 428 - 439.

3.	Moreira-Matias, Luis; Mendes-Moreira, Joao; de Sousa, J. F; Gama, Joao. 2015. "Improving Mass Transit Operations by Using AVL-Based Systems: A Survey", IEEE Transactions on Intelligent Transportation Systems 16, 4: 1636 - 1653.

4.	Mendes-Moreira, P.M.R.; Mendes-Moreira, J.; Fernandes, A.; Andrade, E.; Hallauer, A.R.; Pêgo, S.E.; Vaz Patto, M. 2014. "Is ear value an effective indicator for maize yield evaluation?", Field Crops Research 161, 1: 75 - 86.

5.	Abreu, Pedro H; Silva, Daniel C; Almeida, Fernando; Mendes-Moreira, João. 2014. "Improving a simulated soccer team's performance through a Memory-Based Collaborative Filtering approach", Applied Soft Computing 23, 1: 180 - 193.

6.	Abreu, Pedro H; Silva, Daniel C; Portela, João; Mendes-Moreira, João; Reis, Luís P. 2014. "Using Model-Based Collaborative Filtering Techniques to Recommend the Expected Best Strategy to Defeat a Simulated Soccer Opponent, Intelligent Data Analysis", Intelligent Data Analysis 18, 5: 973 - 991.

7.	Moreira-Matias, Luis; Gama, Joao; Ferreira, Michel; Mendes-Moreira, Joao; Damas, Luis. 2013. "Predicting Taxi–Passenger Demand Using Streaming Data", IEEE Transactions on Intelligent Transportation Systems 14, 3: 1393 - 1402.

8.	Abreu, Pedro H; Silva, Daniel C; Mendes-Moreira, João; Reis, Luís P; Garganta, Júlio. 2013. "Using Multivariate Adaptive Regression Splines in the Construction of Simulated Soccer Team's Behavior Models", International Journal of Computational Intelligence Systems 6, 5: 893 - 910.

9.	Mendes-Moreira, João; Soares, Carlos; Jorge, Alípio M; Sousa, Jorge F. D. 2012. "Ensemble approaches for regression: a survey", ACM Computing Surveys 45, 1: 1 - 40.

10.	Mendes-Moreira, João; Jorge, Alípio M. G; Sousa, Jorge F. D; Soares, Carlos. 2012. "Comparing state-of-the-art regression methods for long term travel time prediction", Intelligent Data Analysis 16, 3: 427 - 449.

11.	Abreu, Pedro; Moreira, João; Costa, Israel; Castelão, Daniel; Reis, Luis; Garganta, Júlio. 2012. "Human versus virtual robotics soccer: A technical analysis", European Journal of Sport Science 12, 1: 26 - 35.

12.	Mendes-Moreira, Pedro; Vaz Patto, M; M. Mota, M; J. Mendes-Moreira, J; Santos, J.P.N.; Santos, J.P.P.; Andrade, E.; Hallauer, A. R; Pego, S. E. 2009. "‘Fandango’: long term adaptation of exotic germplasm to a Portuguese on-farm-conservation and breeding project", Maydica 54, 2: 269 - 285.

13.	Mendes-Moreira, João; Freire de S. J. 2006. "Applying Data Warehousing Technology to Support Planning and Control on Mass Transit Companies", Investigação Operacional 26, 1: 23 - 43.

Trabalhos completos/resumidos em eventos com arbitragem científica Papers in conference proceedings with scientific refereeing

1.	Santos, D.; Paulos, M.; Brites, C.; Mendes-Moreira, João; Gaspar, D.; Vaz Patto, M; Mendes-Moreira, P.. 2014. "Portuguese landraces under PPB environmental and morphological effects on yield", Trabalho apresentado em 18th IFOAM Organic World Congress, In Poster, Istanbul.

2.	Moreira-Matias, Luis; Nunes, Rafael; Ferreira, Michel; Mendes-Moreira, João; Gama, João. 2014. "On Predicting a Call Center’s Workload: A Discretization-Based Approach", Trabalho apresentado em the 21st International Symposium on Methodologies for Intelligent Systems (ISMIS 2014), In Foundations of Intelligent Systems (LNAI 8502), Roskilde.

3.	Brito, João; Mendes-Moreira, Joao. 2014. "Instance Ranking with Multiple Linear Regression: Pointwise vs. Listwise Approaches", Trabalho apresentado em 1º Workshop em Estatística Aplicada e Análise de Dados utilizando Ciência da Computação (ASDACS 2014) co-located with 9ª Conferencia Ibérica de Sistemas y Tecnologias de Informacion (CISTI 2014), , In Sistemas y Tecnologías de Información: Actas de la 9ª Conferencia Ibérica de Sistemas y Tecnologias de Informacion, Barcelona.

4.	Pinto, Fábio; Soares, Carlos; Mendes-Moreira, João. 2014. "A framework to decompose and develop metafeatures", Trabalho apresentado em Meta-Learning and Algorithm Selection Workshop at ECAI 2014, In Proceedings of the International Workshop on Meta-learning and Algorithm Selection co-located with 21st European Conference on Artificial Intelligence (ECAI 2014), Prague.

5.	Moreira-Matias, Luis; Gama, João; Mendes-Moreira, João; Freire de S. J. 2014. "An Incremental Probabilistic Model to Predict Bus Bunching in Real-Time", Trabalho apresentado em the Thirteenth International Symposium on Intelligent Data Analysis (IDA 2014), In Advances in Intelligent Data Analysis XIII (LNCS 8319), Leuven.

6.	Moreira-Matias, Luis; Mendes-Moreira, João; Gama, João; Ferreira, Michel. 2014. "On Improving Operational Planning and Control in Public Transportation Networks using Streaming Data: A Machine Learning Approach", Trabalho apresentado em ECML/PKDD 2014 PhD, In ECML/PKDD 2014 PhD Session Proceedings, Nancy.

7.	Moreira-Matias, Luis; Fernandes, Ricardo; Gama, João; Ferreira, Michel; Mendes-Moreira, João; Damas, Luis. 2013. "On Recommending Urban Hotspots to Find Our Next Passenger", Trabalho apresentado em IJCAI Workshop on Ubiquitous Data Mining (UDM-2013), In Proceedings of the IJCAI Workshop on Ubiquitous Data Mining (UDM-2013), Beijing.

8.	Abreu, Pedro; Soares, Carlos; Bastos, João; Byvoet, Michel; Mendes-Moreira, Joao; Jorge, Alípio M; Caldas, Álvaro; Azevedo, Américo. 2013. "Business Intelligence and Data Mining in the Customized Fashion Industry: A Solution Combining Pentaho and RapidMiner", Trabalho apresentado em RapidMiner Community Meeting and Conference (RCOMM 2013), In Proceedings of the 4th RapidMiner Community Meeting and Conference (RCOMM 2013), Porto.

9.	Moreira-Matias, Luis; Gama, João; Ferreira, Michel; Mendes-Moreira, João; Damas, Luis. 2013. "On Predicting the Taxi-Passenger Demand: A Real-Time Approach", Trabalho apresentado em the 16th Portuguese Conference on Artificial Intelligence (EPIA 2013), In Progress in Artificial Intelligence (LNAI 8154), Angra do Heroísmo.

10.	Cruz-Silva, Nuno; Mendes-Moreira, Joao; Menezes, Paulo. 2013. "Features Selection for Human Activity Recognition with iPhone Inertial Sensors", Trabalho apresentado em the 16th Portuguese Conference on Artificial Intelligence, EPIA 2013, In Proceedings of the 16th Portuguese Conference on Artificial Intelligence, EPIA 2013, Angra do Heroísmo.

11.	Moreira-Matias, Luis; Mendes-Moreira, João; Gama, João; Brazdil, Pavel. 2012. "Text Categorization using an Ensemble Classifier based on a Mean Co-Association Matrix", Trabalho apresentado em International Conference on Machine Learning and Data Mining (MLDM’12), In Machine Learning and Data Mining in Pattern Recognition, Berlim, Germany. These proceedings were not published yet.

12.	Moreira-Matias, Luis; Fernandes, Ricardo; Gama, Joao; Ferreira, Michel; Mendes-Moreira, Joao; Damas, Luis. 2012. "An online recommendation system for the taxi stand choice problem (Poster)", Trabalho apresentado em 2012 IEEE Vehicular Networking Conference (VNC), In 2012 IEEE Vehicular Networking Conference (VNC), Seoul, Korea (South).

13.	Lopes, Alexandre; Mendes-Moreira, Joao; Gama, João. 2012. "Semi-supervised learning: predicting activities in Android environment", Trabalho apresentado em the ECAI Workshop on Ubiquitous Data Mining, In Proceedings of the ECAI Workshop on Ubiquitous Data Mining, Montpellier.

14.	Moreira-Matias, Luis; Ferreira, Carlos; Gama, João; Mendes-Moreira, João; Freire de S. J. 2012. "Bus Bunching Detection: A Sequence Mining Approach", Trabalho apresentado em the ECAI Workshop on Ubiquitous Data Mining, In Proceedings of the ECAI Workshop on Ubiquitous Data Mining, Montpellier.

15.	Moreira-Matias, Luis; Gama, João; Ferreira, Michel; Mendes-Moreira, Joao; Damas, Luis. 2012. "Online Predictive Model for Taxi Services", Trabalho apresentado em Intelligent Data Analysis, In Advances in Intelligent Data Analysis XI, Helsinki.

16.	Mendes-Moreira, João; Matias, Luís; Gama, João; Freire, Jorge. 2010. "Validation of both number and coverage of bus Schedules using AVL data", Trabalho apresentado em IEEE Conference on Intelligent Transportation Systems (ITSC'2010) , In IEEE Transport Society Conference Proceedings, Funchal, Madeira.

17.	Freire de S. J; Mendes-Moreira, João. 2010. "Using travel time predictions for planning and control at public transport companies", Trabalho apresentado em the 24st European Conference on Operational Research, In Proceedings of the 24st European Conference on Operational Research, Lisbon.

18.	Mendes-Moreira, PMR; Vaz Patto, M; Mendes-Moreira, João; Hallauer, A.R.; Pego, S. E. 2010. "On-farm conservation and participatory maize breeding in Portugal; lessons learnt and future perspectives", Trabalho apresentado em SYMPOSIUM “Towards the establishment of genetic reserve for crop wild relatives and landraces in Europe” Joint meeting of the ECPGR In situ and On Farm Conservation Network and the final meeting of the EU project AGRI GENRES 057 – AEGRO, In SYMPOSIUM “Towards the establishment of genetic reserve for crop wild relatives and landraces in Europe” Joint meeting of the ECPGR In situ and On Farm Conservation Network and the final meeting of the EU project AGRI GENRES 057 – AEGRO, Funchal.

19.	Mendes-Moreira, PMR; Vaz Patto, M; Mendes-Moreira, Joao; Hallauer, A.R.; Pêgo, S.E.. 2010. "On-farm conservation and participatory maize breeding in Portugal; lessons learnt and future perspectives", Trabalho apresentado em EUCARPIA 2nd Conference of the "Organic and Low-Input Agriculture, In Proceedings of Breeding for resilience: a strategy for organic and low-input farming systems?, Paris.

20.	Mendes-Moreira, Joao; Jorge, Alipio M; de Sousa, J. F; Soares, Carlos. 2009. "Ensemble Learning: A Study on Different Variants of the Dynamic Selection Approach", Trabalho apresentado em 6th International Conference on Machine Learning and Data Mining in Pattern Recognition, In MACHINE LEARNING AND DATA MINING IN PATTERN RECOGNITION, Leipzig, GERMANY.

21.	Duarte, Eva; Mendes-Moreira, Joao; Belo, Orlando. 2009. "Exploração de Técnicas de Classificação Associativa no Planeamento de Horários de Transportes Públicos", Trabalho apresentado em 9ª Conferência da Associação Portuguesa de Sistemas de Informação, In Actas da 9ª Conferência da Associação Portuguesa de Sistemas de Informação, Viseu.

22.	Mendes-Moreira, Joao; Soares, Carlos; Jorge, Alípio M; Freire de S. J. 2009. "The effect of varying parameters and focusing on bus travel time prediction", Trabalho apresentado em the 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining, In Advances in Knowledge Discovery and Data Mining, LNAI 5476, Bangkok.

23.	Mendes-Moreira, Joao; Freire de S. J; Jorge, Alípio M; Soares, Carlos. 2006. "An ensemble regression approach for bus trip time prediction", Trabalho apresentado em the 11th meeting of the EURO working group on transportation, In Proceedings of the EURO working group on transportation, Bari.

24.	Freire de S. J; Mendes-Moreira, Joao; Jorge, Alípio M. 2006. "Travel time prediction and decision support in public transportation", Trabalho apresentado em the 21st European Conference on Operational Research, In proceedings of the 21st European Conference on Operational Research, Reykjavík.

25.	Mendes-Moreira, Joao; Jorge, Alípio M; Freire de S. J; Soares, Carlos. 2005. "Trip time prediction in mass transit companies. A machine learning approach.", Trabalho apresentado em EURO-Working Group on Transportation, In proceedings of Intelligent Transportation Systems - Mini EURO Conference, Poznan.

26.	Mendes-Moreira, Joao; Jorge, Alípio M; Freire de S. J; Soares, Carlos. 2005. "A data mining approach for trip time prediction in mass transit companies", Trabalho apresentado em Data Mining for Business, a workshop co-located with ECML/PKDD 2005, In proceedings of Data Mining for Business, a workshop co-located with ECML/PKDD 2005, Porto.

27.	Mendes-Moreira, Joao; Freire de S. J. 1999. "Planning and control indicators for mass transit companies", Trabalho apresentado em EURO Working Group on Transportation, In Proceedings of Modeling and Management in Transportation International Conference, Poznan.

Trabalhos completos/resumidos em eventos sem arbitragem científica Papers in conference proceedings without scientific refereeing

1.	Moreira-Matias, Luis; Mendes-Moreira, João; Ferreira, Michel; Gama, João; Damas, Luis. 2014. "An Online Learning Framework for Predicting the Taxi Stand’s Profitability", Trabalho apresentado em IEEE Intelligent Transportation Systems Conference (ITSC 2014), In 2014 IEEE 17th International Conference on Intelligent Transportation Systems (ITSC), Qingdao.

2.	Jorge, Alípio M; Mendes-Moreira, João; Freire de S. J; Soares, Carlos; Azevedo, Paulo J. 2012. "Finding interesting contexts for explaining deviations in bus trip duration", Trabalho apresentado em Intelligent Data Analysis 2012, In Advances in Intelligent Data Analysis XI, Helsinki.

3.	Moreira-Matias, Luis; Ferreira, Carlos; Gama, João; Mendes-Moreira, Joao; Freire de S. J. 2012. "Bus Bunching Detection by Mining Sequences of Headway Deviations", Trabalho apresentado em International Conference on Data Mining, In Advances in Data Mining: Applications and Theoretical Aspects (LNAI 7377), Leipzig.

4.	Mendes-Moreira, Pedro; Fernandes, A.; Mendes-Moreira, João; Vaz Patto, M; Hallauer, A.R.; Pego, Silas. 2009. "Maize Ear Value, tuning a mathematical formula with a sociological view", Trabalho apresentado em XIV EUCARPIA meeting of the Biometrics in Plant Breeding Section, In Poster, Dundee, 2-4 September.

5.	Mendes-Moreira, Joao; Duarte, Eva; Belo, Orlando. 2009. "A decision support system for timetable adjustments", Trabalho apresentado em the 13th EURO Working Group on Transportation meeting: Advances in Transportation Systems Analysis, In Proceedings of the 13th EURO Working Group on Transportation meeting: Advances in Transportation Systems Analysis, Padua.

6.	Mendes-Moreira, João; Jorge, Alípio M; Soares, Carlos; Freire de S. J. 2006. "Improving SVM-linear predictions using CART for example selection", Trabalho apresentado em the 16th International Symposium on Methodologies for Intelligent Systems, In Foundations of Intelligent Systems, LNAI 4203, Bari.

7.	Mendes-Moreira, João; Jorge, Alípio M; de Sousa, J. F; Soares, Carlos. 2006. "Previsão de tempos de viagem em empresas de transportes rodoviários de passageiros", Trabalho apresentado em 12º Congresso da APDIO, In Acta de resumos da conferência nacional IO 2006, Lisboa.

8.	Mendes-Moreira, João; Jorge, Alípio M; de Sousa, J. F; Soares, Carlos. 2006. "A Data Mining approach for trip time prediction in mass transit companies", Trabalho apresentado em 3º Encontro Nacional de Transportes, In Acta de resumos do 3º Encontro Nacional de Transportes, Covilhã.

9.	Mendes-Moreira, Joao; Freire de S. J. 1999. "Performance Indicators Board", Trabalho apresentado em Human Centred Processes – 10th Mini EURO Conference, In proceedings of Human Centred Processes, Brest.

10.	Mendes-Moreira, Joao; Freire de S. J. 1998. "Operational Indicators for Public Transport Companies", Trabalho apresentado em IX Congresso Latino-Iberoamericano de Investigación Operativa, In proceedings of IX Congresso Latino-Iberoamericano de Investigación Operativa, Buenos Aires.

Produção científica Scientific production

Total

Produção científica Scientific production

51

Livros e capítulos Books and book chapters

1

Capítulos de livros publicados Published book chapters

1

Artigos científicos em revistas Papers in periodics

13

Com arbitragem científica With scientific refereeing

13

Trabalhos em eventos Papers in conference proceedings

37

Com arbitragem científica With scientific refereeing

27

Sem arbitragem científica Without scientific refereeing

10

	Alípio Mário Guedes Jorge
	João Manuel Portela da Gama
	Luis Alexandre Moreira Matias
	Pedro Manuel Reis Mendes Moreira