Filipe Rodrigues is a PhD student in Information Science and Technology at University of Coimbra (Portugal) and a full-time researcher at the Centre for Informatics and Systems of University of Coimbra (CISUC). His research interests include: - Machine Learning and Pattern Recognition - Probabilistic Graphical Models and Bayesian inference - Topic Modeling and Natural Language Processing - Intelligent Transportation Systems and Urban Mobility His research focuses mainly on latent variable models for data from Crowds. During his research, he has worked (and still does) in collaboration with various other researchers at the Intelligent Transportation Systems (ITS) Lab at MIT, where he was a visiting student, and at Singapore-MIT Alliance for Research and Technology (SMART) Centre, where he worked as an invited research scientist.
Endereço de acesso a este CV: http://www.degois.pt/visualizador/curriculum.jsp?key=3224203726728718

Nome completo Full name	Filipe Manuel Pereira Duarte Rodrigues
Nome em citações bibliográficas Quoting name	Rodrigues, Filipe Manuel Pereira Duarte
Domínio científico de atuação Scientific domain	Engenharia e Tecnologia-Engenharia Electrotécnica, Electrónica e Informática. Ciências Exactas-Ciências da Computação e da Informação.

Endereço profissional Professional address

Universidade de Coimbra Centro de Informática e de Sistemas da Universidade de Coimbra Rua Silvio Lima Coimbra 3030-290 Coimbra Portugal Correio electrónico: fmpr@dei.uc.pt Homepage: http://amilab.dei.uc.pt/fmpr/

Sexo Gender

Masculino»Male

2008-2011	Mestrado Master degree
Mestrado em Engenharia Informática (2 anos » years) . Universidade de Coimbra, Portugal.

2005-2009	Licenciatura Licentiate degree
Licenciatura em Engenharia Informática (3 anos » years) . Universidade de Coimbra, Portugal.

Singapore-MIT Alliance for Research and Technology

Jul/2011-Set/2011

Estagiário Investigador

Universidade de Coimbra

Mar/2014-Set/2015

Investigador Auxiliar

Nov/2011-Mar/2014

Investigador Auxiliar

Set/2008-Set/2009

Investigador Auxiliar

Compreende Understandig	Inglês (Bem), Espanhol (Bem), Português (Bem).
Fala Speaking	Inglês (Bem), Espanhol (Pouco), Português (Bem).
Lê Reading	Inglês (Bem), Espanhol (Pouco), Português (Bem).
Escreve Writing	Inglês (Bem), Espanhol (Pouco), Português (Bem).

2010	TleIA - melhor trabalho em Inteligência Artificial, APPIA - Associação Portuguesa para a Inteligência Artificial.
2005	3% melhores alunos em Engenharia Informática, Universidade de Coimbra.
2006	3% melhores alunos em Engenharia Informática, Universidade de Coimbra.
2007	3% melhores alunos em Engenharia Informática, Universidade de Coimbra.
2008	3% melhores alunos em Engenharia Informática, Universidade de Coimbra.

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

1.	Pereira, Francisco C; Rodrigues, Filipe; Polisciuc, Evgheni; Ben-Akiva, Moshe. 2015. "Why so many people? Explaining Nonhabitual Transport Overcrowding With Internet Data", {IEEE 16, 3: 1370 - 13.

2.	Jiang, Shan; Alves, Ana; Rodrigues, Filipe; Ferreira, Joseph; Pereira, Francisco C. 2015. "Mining point-of-interest data from social networks for urban land use classification and disaggregation", Computers, Environment and Urban Systems, 0: 0 - 0.

3.	Pereira, Francisco C; Rodrigues, Filipe; Ben-Akiva, Moshe. 2014. "Using data from the web to predict public transport arrivals under special events scenarios", Journal of Intelligent Transportation Systems, ahead-of-: 1 - 16.

4.	Pereira, Francisco C; Rodrigues, Filipe; Ben-Akiva, Moshe. 2013. "Text analysis in incident duration prediction", Transportation Research Part C: Emerging Technologies 37, 1: 177 - 192.

5.	Rodrigues, Filipe; Pereira, Francisco; Ribeiro, Bernardete. 2013. "Sequence labeling with multiple annotators", Machine Learning 95, 2: 165 - 181.

6.	Rodrigues, Filipe; Alves, Ana; Polisciuc, Evgheni; Jiang, Shan; Ferreira, Joshep; Pereira, Francisco C. 2013. "Estimating Disaggregated Employment Size from Points-of-Interest and Census Data: From Mining the Web to Model Implementation and Visualization", International Journal on Advances in Intelligent Systems 6, 1 and 2: 41 - 52.

7.	Rodrigues, F.; Pereira, F.; Ribeiro, B.. 2013. "Learning from multiple annotators: Distinguishing good from random labelers", Pattern Recognition Letters 34, 12: 1428 - 14.

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

1.	Rodrigues, Filipe; Lourenço, Mariana; Pereira, Francisco; Ribeiro, Bernardete. 2015. "Learning Supervised Topic Models from Crowds", Trabalho apresentado em AAAI Conference on Human Computation and Crowdsourcing (HCOMP), In Proceedings of the AAAI Conference on Human Computation and Crowdsourcing (HCOMP), San Diego.

2.	Ferrugento, Adriana; Alves, Ana; Oliveira, Hugo; Rodrigues, Filipe. 2015. "Towards the Improvement of a Topic Model with Semantic Knowledge", Trabalho apresentado em Portuguese Conference on Artificial Intelligence (EPIA), In Proceedings of the Portuguese Conference on Artificial Intelligence (EPIA), Coimbra.

3.	Rodrigues, Filipe; Pereira, Francisco; Ribeiro, Bernardete. 2014. "Gaussian Process Classification and Active Learning with Multiple Annotators", Trabalho apresentado em 31st International Conference on Machine Learning (ICML-14), In Proceedings of the 31st International Conference on Machine Learning (ICML-14), Beijing.

4.	Rodrigues, Filipe; Alves, Ana O; Pereira, Francisco C; Jiang, Shan; Ferreira, Joshep. 2012. "Automatic Classification of Points-of-Interest for Land-use Analysis", Trabalho apresentado em GEOProcessing 2012, The Fourth International Conference on Advanced Geographic Information Systems, Applications, and Services, In Proceedings of the GEOProcessing 2012, The Fourth International Conference on Advanced Geographic Information Systems, Applications, and Services, Valência.

5.	Pereira, Francisco C; Rodrigues, Filipe; Ben-Akiva, Moshe. 2012. "Internet as Sensor: Case Study with Special Events", Trabalho apresentado em Transportation Research Board (TRB) meeting, In Proceedings of the Transportation Research Board (TRB) meeting, 2012, Washington.

6.	Alves, Ana; Rodrigues, Filipe; Pereira, Francisco C. 2011. "Tagging Space from Information Extraction and Popularity of Points of Interest", Trabalho apresentado em International Joint Conference on Ambient Intelligence, In Proceeding of the International Joint Conference on Ambient Intelligence, 2011, Amsterdam.

7.	Alves, Ana; Pereira, Francisco C; Rodrigues, Filipe; Oliveirinha, João. 2010. "Place in perspective: Extracting online information about Points of Interest", Trabalho apresentado em International Joint Conference on Ambient Intelligence, In Proceedings of the International Joint Conference on Ambient Intelligence, 2010, Málaga.

8.	Jiang, Shan; Rodrigues, Filipe; Alves, Ana; Pereira, Francisco C; Ferreira, Joseph. 2010. "Towards an activity-based approach for estimating travel destinations", Trabalho apresentado em World Conference in Transport Research (WCTR), 2010, In Proceedings of the World Conference in Transport Research (WCTR), 2010, Lisboa.

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

1.	Alves, Ana; Ferrugento, Adriana; Lourenço, Mariana; Rodrigues, Filipe. 2014. "ASAP: Automatic Semantic Alignment for Phrases", Trabalho apresentado em SemEval 2014: International Workshop on Semantic Evaluation, In Proceedings of SemEval 2014: International Workshop on Semantic Evaluation, Dublin.

Apresentação oral de trabalho Oral work presentation

1.	Rodrigues, Filipe. Gaussian Process Classification and Active Learning with Multiple Annotators,International Conference on Machine Learning (as a presenter), Beijing, ICML,Beijing,2014 (Conferência ou palestra).

2.	Rodrigues, Filipe. Accounting for Heteroscedasticity in Big Data,Workshops on Big Data and Urban Informatics,Chicago,2014 (Conferência ou palestra).

3.	Rodrigues, Filipe. Gaussian Process Classification and Active Learning with Multiple Annotators,Workshop on Crowdsourcing and Human Computing,Beijing,2014 (Seminário).

4.	Rodrigues, Filipe. Automatic Classification of Points-of-Interest for Land-use Analysis,GEOProcessing: The Fourth International Conference on Advanced Geographic Information Systems, Applications, and Services, 2012,2012 (Conferência ou palestra).

Organização de evento Event organization

1.	Alves, Ana; Rodrigues, Filipe. Special track on Knowledge Management Challenges in Crowdsensing Applications on the 18th International Database Engineering & Applications Symposium (IDEAS),2014 (Conferência).

Orientações Orientations

Orientações Orientations

Dissertação de Mestrado Master degree dissertation

Concluídas Completed

1.	Mariana Lourenço, Supervised Topic Models with Multiple Annotators, 2015. Dissertação (Mestrado em Engenharia Informática) - Universidade de Coimbra, Bolseiro(a) de Universidade de Coimbra (Co-orientador).

Produção científica Scientific production

Produção técnica Technical production

Dados complementares data

Total

Produção científica Scientific production

16

Artigos científicos em revistas Papers in periodics

7

Com arbitragem científica With scientific refereeing

7

Trabalhos em eventos Papers in conference proceedings

9

Com arbitragem científica With scientific refereeing

8

Sem arbitragem científica Without scientific refereeing

1

Total

Produção técnica Technical production

5

Outros tipos de produção técnica Other technical production

5

Total

Dados complementares (Additional data)

1

Orientações Orientations

1

Bernardete Martins Ribeiro