# 2012

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## Artigos em Revistas Internacionais com Revisores

## Artigos em Revistas Nacionais com Revisores

1 |
1 G. Nunes, I. Mota, Pedro Campos, Policentrismo Funcional: Uma avaliação dos municípios Portugueses, Revista Portuguesa de Estudos Regionais N.º 29, APDR |

## Comunicações em Actas de Conferências Internacionais com Revisores

## Comunicações em Actas de Conferências Nacionais com Revisores

1 |
C. Matias, Pedro Campos, "Uma Abordagem Mista Micro-Macro para Tratamento do Segredo Estatístico em Dados Tabulares", in XIX Jornadas de Classificação e Análise de Dados, Instituto Politécnico de Tomar, Março 2012 |

2 | Pedro Campos, F. Tedim, "Evolutive Dynamics of Forest Fires in Portugal: an application of a bivariate Dynamic Time Warping", in XX Congresso da Sociedade Portuguesa de Estatística, Universidade Católica, Porto, Setembro 2012 |

3 | M. Mata, L. Pacheco, Pedro Campos, "Contributo da Análise de Dados no desenvolvimento de um modelo de rating interno", in XX Congresso da Sociedade Portuguesa de Estatística, Universidade Católica, Porto, Setembro 2012 |

4 | Adelaide Figueiredo, P. Gomes, "Classificação de variáveis definidas na hiperesfera através de um modelo de mistura", in XX Congresso Anual da Sociedade Portuguesa de Estatística, pp. 281-285. |

5 | Adelaide Figueiredo, P. Gomes, "Clustering of variables defined on the hypersphere: a comparison of methods", in Joint meeting of the y-BIS and jSPE, pp.161-162. |

6 | Adelaide Figueiredo, P. Gomes, "Selection of variables defined on the hypersphere", in 6thWorkshop on Statistics, Mathematics and Computation and 3rd Portuguese-Polish Workhop on Biometry, p.84. |

7 | Márcia D.B. Oliveira, João Gama, "Trajectories of Evolving Communities in Social Networks", in JOCLAD 2012, pp. 128-132 |

8 | M. Rodrigues, João Gama, Carlos Ferreira, "Identifying relationships in transactional data", in XX Congresso da Sociedade Portuguesa de Estatistica, Porto, Portugal, 2012 |

9 | Márcia D. B. Oliveira, João Gama, Hadi Fanaee Tork, "Anomaly detection from telecommunication data using three-way analysis", in XX Congresso da Sociedade Portuguesa de Estatistica, Porto, Portugal, 2012 |

## Autoria e Edição de Livros

1 |
João Gama, M. F. Santos, N. Marques, P. Cortez, Pedro Pereira Rodrigues, Workshop on Ubiquitous Data Mining. ECAI Workshop Proceedings |

2 | João Gama, A. P.L. Carvalho, K. Faceli, A. C. Lorena, Márcia D. B. Oliveira, Extração de Conhecimento de Dados, 2012, Edições Silabo |

## Comunicações (Orais) em Encontros Científicos Internacionais

1 | João Gama, Pedro P. Rodrigues, "Learning from Distributed Data Streams", November 2012, IBERAMIA - Ibero-American Conference on Artificial Intelligence, Cartagena de Indias, Colombia. |

2 | Pedro Quelhas Brito, "Pre-teens and teens conceptualization of Electronic Games and Internet", IDCTA2012 - Jeju, Korea, June 2012 |

3 | Pedro Quelhas Brito, B. Barbosa, "Word-of-mouth communication among children: An exploratory analysis", 5th International Conference on Multidisciplinary Perspectives on Child and Teen Consumption, December 2012, Milan, Italy |

4 | Pedro Quelhas Brito, Márcia Gonçalves, "The impact of different levels of in-game advertising on the attitudes of teens and tweens", 5th International Conference on Multidisciplinary Perspectives on Child and Teen Consumption, December 2012, Milan, Italy |

5 | Pedro Quelhas Brito, "Analytical framework of advertising content for tourism destinations", 19th international conference on RECENT ADVANCES IN RETAILING AND SERVICES SCIENCE July 2012, Vienna, Austria |

6 | Bruno M.P.M. Oliveira, Alberto Pinto, Miguel Ferreira. "Strategic optimization in R&D Investment", [Oral]. 18th International Conference on Difference Equations and Applications. 2012 Jul 23-27, Barcelona, Espanha. |

7 | Bruno M.P.M. Oliveira, Alberto Pinto, Miguel Ferreira, B. F. Finkenstädt, A. N. Yannacopoulos, "Random matching Edgeworthian economies trading in the core via a prisoners dilemma", [Oral]. 9th AIMS Conference. 2012 Jul 01-05, Orlando, Estados Unidos da América. |

8 | Bruno M.P.M. Oliveira, Alberto Pinto, Miguel Ferreira, "Strategic optimization in R&D investment with uncertainty in the investment", [Oral]. 9th AIMS Conference. 2012 Jul 01-05, Orlando, Estados Unidos da América. |

9 | Paula Brito, “Taking Variability in Data into Account: Symbolic Data Analysis”, Complex World Tutorials, TU Delft, 21^{st} June 2012. |

10 | Paula Brito, “ Au delà des résumés d'observations individuelles: analyse de distributions”, Workshop in honour of Monique Noirhomme-Fraiture, Namur, Belgium, May 16^{th} 2012. |

11 | Paula Brito, “Introduction to Symbolic Data Analysis: Data representation and analysis issues”, Workshop on Symbolic Data Analysis, National Taiwan University of Science and Technology, Taipei, Taiwan, December 13th 2012. |

12 | Paula Brito, “Analyzing distributional data: clustering and regression approaches”. Workshop on Symbolic Data Analysis, National Taiwan University of Science and Technology, Taipei, Taiwan, December 13th 2012. |

13 | Sónia Dias, Paula Brito, “New Developments in Linear Regression Models with Histogram-Valued Variables”. Third Workshop on Symbolic Data Analysis, Madrid, Spain, November 7th to 9th, 2012. |

14 | A. P. D. Silva, Paula Brito, “Discriminant Analysis of Interval Data: Parametric Versus Distance-Based Approaches”, 3rd Workshop on Symbolic Data Analysis, Madrid, Spain, November 7th to 9th, 2012. |

15 | G. Giordano, Paula Brito, “Analysing Social Networks \protect \linebreak with Symbolic Data Analysis”, 3rd Workshop on Symbolic Data Analysis, Madrid, Spain, November 7th to 9th, 2012. |

16 | M. Noirhomme-Fariture, A. Teh, Paula Brito, “Two Quantile Visualisation Methods for Symbolic Data”, Third Workshop on Symbolic Data Analysis, Madrid, Spain, November 7th to 9th, 2012. |

17 | G. Giordano, Paula Brito, “Network Data as Complex Data Objects: An Approach using Symbolic Data Analysis”. Analysis and Modeling of Complex Data in Behavioural and Social Sciences - Joint meeting of Japanese and Italian Classification Societies. Anacapri, Capri Island, Italy, September 3rd to 4th, 2012. |

18 | M. Noirhomme-Fariture, A. Teh, Paula Brito, “Quantile visualisation for complex data analysis”. COMPSTAT 2012, Limassol, Cyprus, August 27th to 31st, 2012. |

19 | Sónia Dias, Paula Brito, “Linear regression models in data frameworks with variability”. COMPSTAT 2012, Limassol, Cyprus, August 27th to 31st, 2012. |

20 | M. Ichino, Paula Brito, “The data accumulation PCA to analyze periodically summarized multiple data tables", COMPSTAT 2012, Limassol, Cyprus, August 27th to 31st, 2012. |

21 | Paula Brito, F. Grilo, "From Micro to Macro Data : Analyzing Unemployment by Symbolic Data Analysis". V European Congress of Methodology, Santiago de Compostela, Spain, July 17th-20th, 2012. |

22 | A. P. D. Silva, Paula Brito, “MAINT.Data: Parametric Modelling and Analyzing Interval Data in R”. 1ères Rencontres R, Bordeaux, France, July 2nd-3rd, 2012. |

23 | M. Noirhomme-Fraiture, T. Amouh, Paula Brito, “Visualisation des Quantiles pour des Données Symboliques”. Journées Big Data Mining and Visualization, Tours, France, June 18th-19th, 2012. |

24 | Paula Brito, “Beyond summaries of individual data: analyzing distributions”. Symposium on Learning and Data Science, Florence, Italy, May 7th- 9th, 2012. |

25 | F. Grilo, Paula Brito, “Analyzing Unemployment Data by Symbolic Data Analysis”. Workshop on Data Mining in Official Statistics, held as part of the SIAM 2012 Data Mining Conference, Anaheim, California, April, 26th-28th, 2012. |

26 | João P. Almeida, "Anosov and renormalized circle diffeomorphisms", The 9th AIMS Conference on Dynamical Systems, Differential Equations and Applications, Orlando, Florida, USA (07/2012). |

27 | João P. Almeida, "Anosov diffeomorphisms and golden tilings", The 9th AIMS Conference on Dynamical Systems, Differential Equations and Applications, Orlando, Florida, USA (07/2012). |

28 | João P. Almeida, "Anosov diffeomorphisms on surfaces". International Conference on Difference Equations and Applications, ICDEA2012, Barcelona, Spain (07/2012). |

29 | João P. Almeida, "Renormalization gives all surface Anosov diffeomorphisms with a smooth invariant measure", International Conference on Difference Equations and Applications ICDEA2011, Troi-Rivières, Canada (07/2011). |

30 | Alberto Pinto, "Resort Pricing and Bankruptcy", The 18th International Conference on Difference Equations and Applications (ICDEA2012), Barcelona, Spain, (2012); |

31 | Alberto Pinto, "Dynamics of Human Decisions", International Conference on Game Theory, Stony Brook University, Stony Brook, USA, July (2012). |

32 | Alberto Pinto, "On the convergence to Walrasian prices in random matching Edgeworthian economies", International Conference on Game Theory, Stony Brook University, Stony Brook, USA, July 2012. |

33 | Alberto Pinto, "Uncertainty effects in resort prices", The 9th AIMS Conference on Dynamical Systems, Differential Equations and Applications Orlando, Florida, USA, July (2012) |

34 | Brett Drury, J.J. Almeida, "Predicting Market Direction from Direct Speech by Business Leaders", SLATE 2012 |

35 | João Gama, "Challenges on Mining Evolving Data Streams, From Data to Knowledge: Machine Learning with Real-time and Streaming Applications", Universidade da California, Berkeley, Maio 2012. |

36 | João Gama, "Data Stream Mining for Ubiquitous Environments", 36th Annual Conference of the German Classication Society, German, Aug 2012 |

37 | João Gama, "Stream Mining for Ubiquitous Environments", Conference on 100 Years of Alan Turing and 20 Years of the Slovenian Articial Intelligence Society (SLAIS) 11 October 2012, Ljubljana, Slovenia |

38 | João Gama, "Evolving Social Networks: trajectories of communities", IV international Workshop on Web and Text Intelligence (WTI - 2012) a workshop co-located with Brazilian Conference on Intelligent System - BRACIS 2012 (XXI Brazilian Symposium on Articial Intelligence - SBIA; XII Brazilian Symposium on Neural Network - SBRN and IX Encontro de Inteligencia Articial - ENIA 2012. October 21, 2012 Curitiba, Parana, Brazil |

39 | José Maria Martins, " An economical model for dumping in a duopoly market", Comunicação oral realizada na International Conference on Difference Equations and Applications (ICDEA2012), Barcelona, Julho de 2012. |

40 | José Fernando Gonçalves, "A biased random key genetic algorithm for the 2D and 3D bin packing problem", EURO XXV – 25th European Conference on Operational Research, Vilnius, Lituânia, 8 – 11 de Julho de 2012. |

41 | José Fernando Gonçalves, "Automatic Generation of Heuristics for the On-line 1D Bin Packing Problem with Biased Random Key Genetic Programming", 9th ESICUP Meeting (The EURO Special Interest Group on Cutting and Packing), La Laguna, Tenerife, Espanha, 21-22 de Março de 2012. |

42 | Rita P. Ribeiro, "Towards Utility Maximization in Regression", IEEE ICDM Workshop on Cost Sensitive Data Mining (COSTS 2012). |

43 | João Mendes Moreira, "the Rapid Miner Community Meeting and Conference", RCOMM 2012, Budapest – Hungary, August 28-31, 2012. |

44 | R. M. A. Silva, M. G. C. Resende, P. M. Pardalos, José Fernando Gonçalves, "Biased random-key genetic algorithm for bound-constrained global optimization", GLOBAL OPTIMIZATION WORKSHOP 2012, 133-136 |

## Comunicações (Orais) em Encontros Científicos Nacionais

1 | Bruno M. P. M. Oliveira, R. Poínhos, C. Afonso, B. Franchini, V. H. Teixeira, P. Moreira, C. Durão, O. Pinho, D. Silva, J. P. L. Reis,M. T. Veríssimo, F. Correia, M. D. V. Almeida, "Avaliação estato-ponderal de crianças e adolescentes numa amostra representativa da população portuguesa", [Oral]. 9.º Congresso da Sociedade Portuguesa de Ciências da Nutrição e Alimentação, 16-17 Out 2012, Porto, Portugal. |

2 | XVIII Jornadas de Classificação e Análise de Dados, Vila Real, 6 a 9 Abril de 2011. Título: Análise de Variância Dual (com Gomes, P.). |

3 | Paula Brito, M. Chavent, “Classificação Divisiva para Dados de Valores Intervalo e Histograma". XX Annual Conference of the Portuguese Statistical Society, Porto, Portugal, September 26th to 29th, 2012. |

4 | Paula Brito, G. Polaillon, “Classificação Conceptual com Generalização de Intervalos”. XIX Journeys of Classification and Data Analysis (JOCLAD2012), Tomar, Portugal, March 2012. |

5 | Paula Brito, M. Chavent, “Divisive Monothetic Clustering for Interval and Histogram-Valued Data”. ICPRAM 2012 - International Conference on Pattern Recognition Applications and Methods, Vilamoura, Portugal, February 6th-8 th, 2012. |

6 | "Uma aproximação recursiva para a distribuição quase-estacionária em modelos epidemiológicos", realizada no XX Congresso Anual da Sociedade Portuguesa de Estatística, Porto, Setembro de 2012. |

## Capítulos em Livro

1 | Patricia Alves, Pedro Campos, E. Oliveira, "Determinants of the trustworthiness of a supplier in a B2B relationship for Modeling Suppliers in a Virtual Enterprises’ Platform", in Collaborative Networks in the Internet of Services, IFIP Advances in Information and Communication Technology, Vol. 380, Springer, pp 675-686, 2012 |

2 | J. Figueiredo, Pedro Campos, "Estimation of Underrepresented Strata in Preelection Polls: A Comparative Study, Recent Developments", in Modeling and Applications in Statistics, Studies in Theoretical and Applied Statistics, pp 47-57, 2012 |

3 | A. Astorino, I. M. Bomze, Paula Brito, M. Gaudioso, “Two-Sphere Separation Procedures via Non-Smooth Optimization”, In Recent Advances in Nonlinear Optimization and Equilibrium Problems: a Tribute to Marco D’Apuzzo, V. De Simone, D. di Serafino, G. Toraldo (Eds.), Quaderni di Matematica, Dipartimento di Matematica della Seconda Universita' di Napoli, Vol. 27, Aracne, ISBN 978-88-548-5687-5, 2012 |

4 | Dalila B.M.M. Fontes, F.A.C.C. Fontes, A. Caldeira, ``Optimal formation Switching with collision avoidance and allowing variable agent velocities'', in Dynamics of Information Systems: Mathematical Foundations, A. Sorokin, R. Murphey, M. T. Thai, P. M. Pardalos (eds.) Springer, Proceedings in Mathematics & Statistics 20, pp. 165-179. DOI 10.1007/978-1-4614-3906-6 11, Springer Science+Business Media New York 2012. |