You are here: Home Publications 2011

2011

Para aceder aos artigos em PDF é necessário autenticação

Artigos em Revistas Internacionais com Revisores

1

João Gama, M. May: Ubiquitous Knowledge Discovery, Intelligent Data Analysis, Vol. 15(1): 1, [ISI, DBLP] - IF 0,412

2

João Gama, Pedro P. Rodrigues, L. M. B. Lopes, Clustering distributed sensor data streams using local processing and reduced communication, Intelligent Data Analysis, Vol. 15, pp. 3-28 - [ISI, DBLP] - IF 0,412

3

E. Ikonomovska, João Gama, S. Dzeroski, Learning model trees from evolving data streams, Data Mining and Knowledge Discovery, Vol. 13, 1, pp. 128-168 - July  [ISI, DBLP] IF 1,238

4

J. Pei, João Gama, Q. Yang, R. Huang, X. Li, Best papers from the Fifth International Conference on Advanced Data Mining and Applications (ADMA 2009), Knowledge and Information Systems, Vol. 27, 2, pp. 163-164 -  [ISI, DBLP]- IF 2,008

5

José Fernando Gonçalves, Paulo Sousa, A genetic algorithm for lot sizing and scheduling under capacity constraints and allowing backorders, International Journal of Production Research, Vol. 49, 9, pp. 2683-2703 - May  [ISI] - IF 1,033

6

José Fernando Gonçalves, M. G. C. Resende, A parallel multi-population genetic algorithm for a constrained two-dimensional orthogonal packing problem, Journal of Combinatorial Optimization, vol. 22, 2, pp. 180-201, - [ISI, DBLP]- IF 0,483

7

José Fernando Gonçalves, M. G. C. Resende, J. J. de Magalhães Mendes, A biased random-key genetic algorithm with forward-backward improvement for the resource constrained project scheduling problem, Journal of Heuristics, Vol. 17, 5, pp. 467-486 - October  -  [ISI, DBLP]- IF 1,623

8

José Fernando Gonçalves, M. G. C. Resende, Biased random-key genetic algorithms for combinatorial optimization, Journal of Heuristics, Vol. 17, 5, pp. 487-525 - October - [ISI, DBLP]- IF 1.623

9

Rui Gonçalves, Helena Ferreira, Alberto Pinto, Universality in the stock exchange markets. Special issue in honour of M. Peixoto and David Rand, Journal of Difference Equations and Applications, Vol. 17, 7, pp. 1049-1063 -  [ISI]- IF 0,951

10

M. Gaspar, T. Amaral, Bruno M. P. M. Oliveira, N. Borges, Protective effect of physical activity on dissatisfaction with body image in children - A cross-sectional study, Psychology of Sport and Exercise, Vol.12, 5, pp.563-569, - [ISI]- IF 2,218

11

Alberto Pinto, D. A. Rand, Uniformly hyperbolic diffeomorphisms in every surfaces, Special issue in honour of M. Peixoto and David Rand, Journal of Difference Equations and Applications, Vol. 17, 7, pp. 1031-1047 - [ISI]- IF 0,951

12

L. Almeida, J. Cruz, Helena Ferreira, Alberto Pinto, Bayesian-Nash equilibria in theory of planned behavior, Special issue in honour of M. Peixoto and David Rand, Journal of Difference Equations and Applications, Vol. 17, 7, pp. 1085-1093 - [ISI]- IF 0,951

13

J. M. Alonso-Meijide, F. Ferreira, M. A. Mozos, Alberto Pinto, Two new power indices based on winning coalitions, Special issue in honour of M. Peixoto and David Rand, Journal of Difference Equations and Applications, Vol. 17, 7, pp. 1095-1100 - [ISI]- IF 0,951

14

L. Boukas, D. Pinheiro, Alberto Pinto, S. Z. Xanthopoulos, A. N. Yannacopoulos, Behavioural and dynamical scenarios for contingent claims valuation in incomplete markets, Special issue in honour of M. Peixoto and David Rand, Journal of Difference Equations and Applications, Vol. 17, 7, pp. 1065-1084 - [ISI]- IF 0,951

15

N. J. Burroughs, Bruno M. P. M. Oliveira, Alberto Pinto, Miguel Ferreira, Immune response dynamics, Mathematical and Computer Modeling, Vol. 53, 7-8, pp. 1410-1419 - [ISI]- IF 1,066

16

N. J. Burroughs, Miguel Ferreira, Bruno M. P. M. Oliveira, Alberto Pinto, Autoimmunity arising from bystander proliferation of T cells in an immune response model, Mathematical and Computer Modeling, Vol.53, 7-8, pp. 1389-1393 - [ISI]- IF 1,066

17

F. M. R. Leal, Bruno M. P. M. Oliveira, S. Rodrigues, Relationship between cooking habits and skills and Mediterranean diet in a sample of Portuguese adolescents, Perspectives in Public Health, Vol. 131, 6, pp. 283-287 - November - [ISI]- IF 0,833

18

C. Pedrosa, Bruno M. P. M. Oliveira, I. Albuquerque, C. Simões-Pereira , M. D. V. Almeida, F. Correia, Markers of metabolic syndrome in obese children before and after 1-year lifestyle intervention program, European Journal of Nutrition, Vol. 50, 6, pp. 391-400 - September - [ISI]- IF 1,644

19

C. Pedrosa, F. Correia, D. Seabra, Bruno M. P. M. Oliveira, C. Simões-Pereira , M. D. V. Almeida, Prevalence of overweight and obesity among 7-9-year-old children in Aveiro, Portugal: comparison between IOTF and CDC references, Public Health Nutrition, Vol. 14, 1, pp. 14-19 - January - [ISI]- 2,075

20

N. J. Burroughs, Miguel Ferreira, Bruno M. P. M. Oliveira, Alberto Pinto, A transcritical bifurcation in an immune response model, Special issue in honour of M. Peixoto and David Rand, Journal of Difference Equations and Applications, Vol. 17, 7, pp. 1101-1106 - [ISI]- 0,951

21

C. A. A. Carvalho, M. M. Peixoto, D. Pinheiro, and Alberto Pinto, Focal decomposition, renormalization and semiclassical physics, Special issue in honour of M. Peixoto and David Rand. Journal of Difference Equations and Applications, Vol. 17, 7, pp. 1019-1029 - [ISI] - 0,951

22

Jorge M. S. Valente, M. R. Moreira, A. Singh, R. A. F. S. Alves, Genetic algorithms for single machine scheduling with quadratic earliness and tardiness costs, The International Journal of Advanced Manufacturing Technology - [ISI]- 1,071

23

José Maria Martins, M. Aguiar, Alberto Pinto, and N. Stollenwerk, On the series expansion of the spatial SIS evolution operator, Special issue in honour of M. Peixoto and David Rand, Journal of Difference Equations and Applications, Vol. 17, 7, 1107-1118- [ISI] - 0,951

24

M. M de Sousa, C. R Munteanu, A. Pazos, N. A. Fonseca, Rui Camacho, A. L. Magalhães, Amino Acid Pair- and Triplet-wise Groupings in the Interior of Alpha-Helical Segments in Proteins, Journal of Theoretical Biology, Vol. 271, 1, pp. 136-144, February - ISI

25

L. Pereira, F. Alshamali, R. Andreassen, R. Ballard, W. Chantratita, N. S. Cho, C. Coudray, J. Dugoujon, M. Espinoza, F. Gonzalez-Andrade, S. Hadi, U. Immel, N. Jeran, D. Havas, C. Marian, A. Gonzalez-Martin, G. Mertens, W. Parson, C. Perone, L. Prieto, H. Takeshita, H. R. Villalobos, Z. Zeng, L. Zhivotovsky, Rui Camacho, N. A. Fonseca, PopAfiliator: online calculator for individual afiliation to a major population group based on 17 autosomal STR genotype prole, International Journal of Legal Medicine, Vol. 125, pp. 629-636

26

M. Noirhomme-Fraiture, Paula Brito, Far beyond the classical data models: symbolic data analysis, Statistical Analysis and Data Mining, Vol. 4, 2, pp. 157-170 - February - [DBLP]

27

J. M. Carmona-Cejudo, M. Baena-García, R. M. Bueno, João Gama, A. Bifet, Using GNUsmail to Compare Data Stream Mining Methods for On-line Email Classification, Journal of Machine Learning Research - Proc. Track, Vol.  17, pp. 12-18, - [DBLP]

28

J. Kanda, A. C. P. L. F. de Carvalho, E. R. Hruschka, Carlos Soares, Selection of algorithms to solve traveling salesman problems using meta-learning, International Journal of Hybrid Intelligent Systems, Vol. 8(3), pp. 117-128  - [DBLP]

29

Rui Camacho, M. Pereira, V. S. Costa, N. A. Fonseca, Carlos Adriano Gonçalves, C. J. V. Simões, R. M. M. Brito, A Relational Learning Approach to Structure-Activity Relationships in Drug Design Toxicity Studies, Journal Integrative Bioinformatics, Vol. 8, 3 - [DBLP] (19 pag.)

30

S. Silva, J. N. Fidalgo, Dalila B. M. M. Fontes, A simulation based decision aid tool for setting regulation of energy grids with distributed generation, Operational Research, Vol. 11, 1, pp. 41-57 - [DBLP]

31

C. Gonçalves, Rui Camacho, E. Oliveira, BioTextRetriever, A Tool to Retrieve Relevant Papers, International Journal of Knowledge Discovery in Bioinformatics, Vol. 2, 3, pp.21-36 [DBLP]

32

M. A. Domingues, Alípio M. Jorge, Carlos Soares, Using Contextual Information as Virtual Items on Top-N Recommender Systems, CoRR abs/1111.2948 [DBLP] - article

33

T. Pires, Pedro P. Rodrigues, Decision support systems for non-prescription drugs selection, Basic & Clinical Pharmacology & Toxicology, Vol. 109, (Suppl.1):158, June

34

Paulo Sousa, P. C. C. Vieira, Universities and Authors: A Ranking Based on Published Papers, Economics and Management Research Projects: An International Journal, Vol.1, 1, pp.20-24

35

Paulo Sousa, P. C. C. Vieira, Universities and authors: a ranking for international finance, Economics Bulletin, Vol. 31, 1, pp.507-518

36

P. Carvalho, Bruno M. P. M. Oliveira, R. Barros, P. Padrão, P. Moreira, V. H. Teixeira, Impact of Fluid Restriction and ad Libitum Water Intake or an 8% Carbohydrate-Electrolyte Beverage on Skill Performance of Elite Adolescent Basketball Players, International Journal of Sport Nutrition and Exercise Metabolism, Vol.21, 3, pp.214-221

37

C. Pedrosa, Bruno M. P. M. Oliveira, I. Albuquerque, C. Simões-Pereira, M. D. V. Almeida, F. Correia, Metabolic syndrome, adipokines and ghrelin in overweight and obese schoolchildren: results of a 1-year lifestyle intervention programme, European Journal of Pediatrics, Vol. 170, 4, pp.483-492

38

J. Sanchez, S. Forbes, Pedro Campos, P. Giacche, M. Townsend, G. Mooney, R. Helenius, The millennium development goals, national statistical offices, the international statistical literacy project and statistical literacy in schools, Statistical Journal of the IAOS: Journal of the International Association for Official Statistics, Vol. 27, 3-4

Comunicações em Actas de Conferências Internacionais com Revisores

1

Ricardo Campos, G. Dias, Alípio M. Jorge, "An Exploratory Study on the Impact of Temporal Features on the Classification and Clustering of Future-Related Web Documents", EPIA 2011, pp. 581-596 [DBLP]

2

D. O. Cardoso, P. M. V. Lima, M. Gregorio, João Gama, F. M. G. França, "Clustering data streams with weightless neural networks", ESANN 2011 [DBLP]

3

M. A. Domingues, Alípio M. Jorge, Carlos Soares, "Exploiting Additional Dimensions as Virtual Items on Top-N Recommender Systems", Web Intelligence, pp.92-95 [DBLP]

4

João Gama, "Reasoning about the Learning Process", EGC 2011, Actes, pp. 7-8 [DBLP]

5

E. Ikonomovska, João Gama, S. Dzeroski, "Incremental multi-target model trees for data streams", ACM SAC, pp. 988-993[DBLP]

6

J. M. Sá, Raquel Sebastião, João Gama, T. Fontes, "New Results on Minimum Error Entropy Decision Trees", CIARP 2011, pp. 355-362 [DBLP]

7

S. Krishnaswamy, João Gama, M. M. Gaber, "Advances in data stream mining for mobile and ubiquitous environments", CIKM 2011, pp. 2607-2608 [DBLP]

8

Carlos A. Ferreira, João Gama, V. S. Costa, "Constrained Sequential Pattern Knowledge in Multi-relational Learning". EPIA 2011, pp. 282-296 [DBLP]

9

Márcia D. B. Oliveira, João Gama, "Visualizing the Evolution of Social Networks", EPIA 2011, pp. 476-490 [DBLP]

10

E. Ikonomovska, João Gama, B. Zenko, S. Dzeroski, "Speeding-Up Hoeffding-Based Regression Trees With Options", ICML 2011, pp. 537-544 [DBLP]

11

João Gama, Petr Kosina, "Learning about the Learning Process", IDA 2011, pp. 162-172 [DBLP]

12

J. M. Carmona-Cejudo, M. Baena-García, J. del Campo-Ávila, A. Bifet, João Gama, R. M. Bueno, "Online Evaluation of Email Streaming Classifiers Using GNUsmail", IDA 2011, pp. 90-100 [DBLP]

13

João Gama, Petr Kosina, "Learning Decision Rules from Data Streams", IJCAI 2011, Vol. 7014, pp. 1255-1260 [DBLP]

14

Carlos Ferreira, João Gama, Vítor Santos Costa, "Sequential Pattern Knowledge in Multi-Relational Learning", Proc. of ISCIS 2011, pp. 539-545 [DBLP]

15

Pedro P. Rodrigues, João Gama, J. Araújo, Luís M. B. Lopes, "L2GClust: local-to-global clustering of stream sources", ACM SAC, pp. 1006-1011 [DBLP]

16

E. Ikonomovska, K. Driessens, S. Dzeroski, João Gama, "Adaptive Windowing for Online Learning from Multiple Inter-related Data Streams", Data Mining Workshops, ICDMW,pp. 697-704 [DBLP]

17

Cláudio R. Sá, Carlos Soares, Alipio M. Jorge, P. J. Azevedo, J. P. Costa, "Mining Association Rules for Label Ranking", PAKDD 2011, Vol. 6635, pp. 432-443 [DBLP]

18

A. L. Azevedo, J. Bastos, A. Almeida, Carlos Soares, et al., "Customer-Oriented and Eco-friendly Networks for Health Fashionable Goods - The CoReNet Approach", PRO-VE 2011, pp. 69-76 [DBLP]

19

C. T. Gonçalves, Rui Camacho, E. Oliveira, "From Sequences to Papers: An Information Retrieval Exercise", Data Mining Workshops (ICDMW), pp. 1010-1017 [DBLP]

20

Rui Camacho, M. Pereira, Vítor Santos Costa, Nuno A. Fonseca, C. Simões, R. M. M. Brito, "Assessing the Effect of 2D Fingerprint Filtering on ILP-Based Structure-Activity Relationships Toxicity Studies in Drug Design", PACBB 2011, Vol. 93, p. 355-363 [ISI, DBLP]

21

Luís Torgo, Elsa Lopes, "Utility-Based Fraud Detection", IJCAI 2011, Vol. 7014, pp. 1517-1522 [DBLP]

22

D. M. Silva, R. M. A. Silva, G. R. Mateus, José F. Gonçalves, M. G. C. Resende, P. Festa, "An Iterative Refinement Algorithm for the Minimum Branch Vertices Problem", SEA 2011, pp. 421-433 [DBLP]

23

Marta S. R. Monteiro, Dalila B. M. M. Fontes, F. A. C. C. Fontes, "An ant colony optimization algorithm to solve the minimum cost network flow problem with concave cost functions", GECCO 2011, pp. 139-146 [DBLP]

24

Luís A. Roque, Dalila B. M. M. Fontes, F. A. C. C. Fontes, "A Biased Random Key Genetic Algorithm Approach for Unit Commitment Problem", SEA 2011, LNCS 6630, pp. 327-339 [DBLP]

25

R. Fonseca, Pedro P. Rodrigues, "The Importance of System Integration in Intensive Care Units - A Review", HEALTHINF 2011, pp. 142-147 [ISI, DBLP]

26

Luís Torgo, Orlando Ohashi, "2D-interval predictions for time series", KDD 2011, pp. 787-794 [DBLP]

27

Brett Drury, G. Dias, Luís Torgo, "Contextual Classification Strategy for Polarity Classification of Direct Quotations from Financial News", RANLP 2011, pp. 12-14 [DBLP]

28

R. Mendes, Pedro P. Rodrigues, "Main Barriers for Quality Data Collection in EHR - A Review", HEALTHINF 2011, pp. 451-454 [ISI, DBLP]

29

M. J. Campos, Pedro P. Rodrigues, "Key Issues and Future Perspectives on Identity Management in eHealth - A Review", HEALTHINF 2011, pp. 455-458 [ISI, DBLP]

30

J. F. Ribeiro, Pedro P. Rodrigues, "Decision Support Systems and Technologies used in Periodontology", HEALTHINF 2011, pp. 459-462 [ISI, DBLP]

31

C. M. Oliveira, Pedro P. Rodrigues, "Automatic Organ Delineation of Computed Tomography Images for Radiotherapy Planning in Prostate Cancer - An Overview", HEALTHINF 2011, pp. 482-485 [ISI, DBLP]

32

J. Matos, Pedro P. Rodrigues, "Modeling Decisions for Hospital Bed Management - A Review", HEALTHINF 2011, pp. 504-507 [ISI, DBLP]

33

J. M. Coelho, Pedro P. Rodrigues: "The Red Dot System - Emergency Diagnosis Impact and Digital Radiology Implementation: A Review", HEALTHINF 2011: 508-511 ISI DBLP

34

R. B.C. Prudêncio, Carlos Soares, T. B. Ludermir, "Uncertainty Sampling - Based Active Selection of Datasetoids for Meta-learning Artificial Neural Networks and Machine Learning", Proceedings of the 21st International Conference on Artificial Neural Networks (ICANN 2011), Volume 6792, page 454--461 - June 2011 [DBLP]

35

R. B.C. Prudêncio, Carlos Soares, T. B. Ludermir, "Combining Meta-learning and Active Selection of Datasetoids for Algorithm Selection", Hybrid Artificial Intelligent Systems, Proceedings of the 6th International Conference (HAIS 2011), Volume 6678 , page 164--171 - May 2011 [DBLP]

36

Brett Drury, J. J. Almeida, "Identification of fine grained feature based event and sentiment phrases from business news stories", Proceedings of the International Conference on Web Intelligence, Mining and Semantics, WIMS 2011, page 27 - May 2011 [DBLP]

37

Brett Drury, J. J. Almeida, M.H.M. Morais, "An Error Correction Methodology for Time Dependent Ontologies", Advanced Information Systems Engineering Workshops - Proceedings of the CAiSE 2011 International Workshops, Volume 83, page 501--512 - June 2011 [DBLP]

38

C. Silva, Welma Pereira, Jan Knotek, Pedro Campos, "Evolutionary dynamics of the spatial prisoner's dilemma with single and multi-behaviors- a Multi-Agent Application", Proceedings of DYNA 2008, in Honor of Maurício Peixoto and David Rand, Volume 2 - September 2011 - ISI

39

Luís Brás, Alipio M. Jorge, E. F. Gomes, R. Duarte, "Identification of rib boundaries in chest X-ray images using elliptical models", in Technology and Medical Sciences, Proceedings of the 6th International Conference on Technology and Medical Sciences - January 2011

40

J. P. Almeida, A. M. Fisher, Alberto A. Pinto, and D. A. Rand, "Anosov and circle diffeomorphisms", in M. Peixoto, A. A. Pinto, and D. Rand, editors. Dynamics, Games and Science I. Springer Proceedings in Mathematics series 1 (2011), Chapter 2, 11-23.

41

L. Almeida, J. Cruz, H. Ferreira, Alberto A. Pinto, "Leadership model", Dynamics, Games and Science I. In: M. Peixoto, A. A. Pinto, and D. Rand, editors. Dynamics, Games and Science I. Springer Proceedings in Mathematics series 1 (2011), Chapter 5, 53-59.

42

J. M. Alonso-Meijide, F. Ferreira, M. A. Mozos, Alberto A. Pinto, "Power indices applied to Portuguese Parliament", In: M. Peixoto, A. A. Pinto, and D. Rand, editors. Dynamics, Games and Science II. Springer Proceedings in Mathematics series 2 (2011), Chapter 6, 97-105.

43

J. F. Alves, V. Pinheiro, Alberto A. Pinto, "Explosion of smoothness for conjugacies between unimodal maps", In: M. Peixoto, A. A. Pinto, and D. Rand, editors. Dynamics, Games and Science II. Springer Proceedings in Mathematics series 2 (2011), Chapter 8, 115-120.

44

N. Banik, F. A. Ferreira, José Martins, Alberto A. Pinto, "Dumping in a Cournot model", In: M. Peixoto, A. A. Pinto, and D. Rand, editors. Dynamics, Games and Science II. Springer Proceedings in Mathematics series 2 (2011), Chapter 11, 141-153.

45

J. Brida, M. J. Defesa, M. Faias, Alberto A. Pinto, "A tourist's choice model" In: M. Peixoto, A. A. Pinto, and D. Rand, editors. Dynamics, Games and Science I. Springer Proceedings in Mathematics series 1 (2011), Chapter 10, 159-167.

46

N. J. Burroughs, Miguel Ferreira, José Martins, Bruno M. P. M. Oliveira, Alberto A. Pinto, N. Stollenwerk, "Dynamics and biological thresholds", In: M. Peixoto, A. A. Pinto, and D. Rand, editors. Dynamics, Games and Science I. Springer Proceedings in Mathematics series 1 (2011), Chapter 12, 183-191.

47

C. A. A. Carvalho, M. M. Peixoto, D. Pinheiro, Alberto A. Pinto, "Renormalization and focal decomposition" In: M. Peixoto, A. A. Pinto, and D. Rand, editors. Dynamics, Games and Science II. Springer Proceedings in Mathematics series 2 (2011), Chapter 2, 25-39.

48

I. Duarte, D. Pinheiro, Alberto A. Pinto, and S. R. Pliska, "An overview of optimal life insurance purchase, consumption and investment problems", In: M. Peixoto, A. A. Pinto, and D. Rand, editors. Dynamics, Games and Science I. Springer Proceedings in Mathematics series 1 (2011), Chapter 18, 271-286.

49

M. Ferreira, Bruno M. P. M. Oliveira, Alberto A. Pinto, "Bankruptcy boundaries determined by patents". In: M. Peixoto, A. A. Pinto, and D. Rand, editors. Dynamics, Games and Science II. Springer Proceedings in Mathematics series 2 (2011), Chapter 22, 275-300.

50

Miguel Ferreira, B. Finkenstädt, Bruno M. P. M. Oliveira, Alberto A. Pinto, "Bargaining skills in an edgeworthian economy", In: M. Peixoto, A. A. Pinto, and D. Rand, editors. Dynamics, Games and Science I. Springer Proceedings in Mathematics series 1 (2011), Chapter 21, 339-352.

51

Rui J. Gonçalves, Alberto A. Pinto, "A stochastic model for Wolf's sunspot number", In: M. Peixoto, A. A. Pinto, and D. Rand, editors. Dynamics, Games and Science II. Springer Proceedings in Mathematics series 2 (2011), Chapter 30, 393-401.

52

Rui J. Gonçalves, Helena Ferreira, Alberto A. Pinto, "Universality in PSI20 fluctuations", In: M. Peixoto, A. A. Pinto, and D. Rand, editors. Dynamics, Games and Science I. Springer Proceedings in Mathematics series 1 (2011), Chapter 28, 405-420.

53

Alberto A. Pinto, M. Faias, Abdelrahim S. Mousa, "Resort pricing and bankruptcy", In: M. Peixoto, A. A. Pinto, and D. Rand, editors. Dynamics, Games and Science II. Springer Proceedings in Mathematics series 2 (2011), Chapter 39, 549-555.

54

Alberto A. Pinto, Abdelrahim S. Mousa, M. S. Mousa, R. M. Samarah, "Tilings and bussola for making decisions", In: M. Peixoto, A. A. Pinto, and D. Rand, editors. Dynamics, Games and Science I. Springer Proceedings in Mathematics series 1 (2011), Chapter 44, 689-710.

55

Alberto A. Pinto, Telmo Parreira, "A hotelling-type network", In: M. Peixoto, A. A. Pinto, and D. Rand, editors. Dynamics, Games and Science I. Springer Proceedings in Mathematics series 1 (2011), Chapter 45, 709-720.

56

Brett Drury, Luís Torgo, J.J. Almeida, "Classifying News Stories to Estimate the Direction of a Stock Market Index", in Proceedings of CISTI'2011

57

Brett Drury, Luís Torgo,J.J. Almeida, "Guided Self Training for Sentiment Classification", in Proceedings of International Conference On Recent Advances in Natural Language Processing (RANLP 2011) - ROBUS workshop on . Hissar, Bulgaria, September 12-14.

58

G. Polaillon, Paula Brito, "Homogénéité dans l'Analyse Conceptuelle: un Cadre Commun pour Variables Numériques, Ordinales et Modales". In : Compte rendus des 18èmes Rencontres de la Société Francophone de Classification, SFC 2011, Orléans, France.

59

Paula Brito, G. Polaillon, "Homogeneity and Stability in Conceptual Analysis". In: Proc. of the 8th International Conference on Concept Lattices and Their Applications, Nancy, France, Napoli, A and Vychodil, V. (Eds.), INRIA, Nancy, 251-263.

60

Sónia Dias, Paula Brito, "A New Linear Regression Model for Histogram-Valued Variables". In: Proceedings of the 58th ISI World Statistics Congress, Dublin, Ireland.

61

R. Cruz-Correia, L. Lapão, Pedro P. Rodrigues. “Traceability of Patient Records Usage: Barriers and Opportunities for Improving User Interface Design and Data Management”. In User Centred Networked Health Care - Proceedings of MIE 2011, Volume 169 of Studies in Health Technology and Informatics, pages 275–279, ISBN 978-1-60750-805-2, IOS Press. Oslo, Norway.  August 2011.

62

Z. Bosnić, Pedro P. Rodrigues, I. Kononenko, João Gama. “Correcting streaming predictions of an electricity load forecast system using a prediction reliability estimate”. In Proceedings of the International Conference of Man-Machine Interactions (ICMMI 2011). Volume 103 of Advances in Intelligent and Soft Computing, pages 343–350, Springer Verlag. The Beskids, Poland. October 2011.

63

Pedro P. Rodrigues, C. Dias and R. Cruz-Correia, "Improving clinical record visualization recommendations with Bayesian stream learning", In Proceedings of the Workshop on Learning from Medical Data Streams 2011. CEUR-WS.org, ISSN 1613-0073, volume 765, paper 4, November 2011.

64

Pedro P. Rodrigues, Raquel Sebastião, Cristina Costa Santos. "Improving cardiotocography monitoring: a memory-less stream learning approach", In Proceedings of the Workshop on Learning from Medical Data Streams 2011. CEUR-WS.org, ISSN 1613-0073, volume 765, paper 7, November 2011.

65

Pedro P. Rodrigues, M. Pechenizkiy, M. M. Gaber, João Gama. “Learning from medical data streams: an introduction”. In Proceedings of the Workshop on Learning from Medical Data Streams 2011. CEUR-WS.org,ISSN 1613-0073, volume 765, paper 1, November 2011.

66

Pedro P. Rodrigues. “Challenges and roadmap for machine learning from medical data streams (panel summary)”. In Proceedings of the Workshop on Learning from Medical Data Streams 2011. CEUR-WS.org, ISSN 1613-0073,volume 765, paper 8, November 2011.

67

João Gama, A. C. P. L. Carvalho, S. Krishnaswamy, Pedro P. Rodrigues.“Special track on data streams”. In Proceedings of the 26th Annual ACM Symposium on Applied Computing, page 987, ISBN 978-1-4503-0113-8, ACM.Taichung, Taiwan, March 2011.

68

Nuno A. Fonseca, Vitor Santos Costa, Rui Camacho "Conceptual clustering of multi-relational data", 2 ACTIVIDADE CIENTIFICA 12, Inductive Logic Programming, 21th International Conference, ILP, 2011, Short papers, London, UK, 31 July-3 August, 2011.

69

H. Ferreira, Rui Camacho, J. J. Ferreira, "A New Algorithm for Learning Planning Operators from Unlabelled Execution Traces", (EPIA 2011)

70

André Santos, Rui Camacho, "ILP made easy", IADIS European Conference on Data Mining (ECDM'11) 2011

Comunicações em Actas de Conferências Nacionais com Revisores

1

Brett Drury, J.J. Almeida, M.H.M Morais, Magellan: An Adaptive Ontology Driven "Breaking Financial News" Recommender, 6ª Conferência Ibérica de Sistemas e Tecnologias de Informação

2

Cláudia Moreiras, Cristina Matias and Pedro Campos, Modeling and Simulation of Firms’ Growth in Business Markets using the Moran Process, Actas do EPIA 2011, Lisboa

3

Tarcísio Lucas, Ricardo B.C. Prudêncio, Teresa B. Ludermir, Carlos Soares, Meta-learning to optimize the number of hidden nodes of mlp networks trained by extreme learning machine algorithm, X Congresso Brasileiro de Inteligência Computacional (CBIC’2011)

4

Jorge Kanda, André Carlos Ponce Leon Ferreira de Carvalho, Eduardo R. Hruschka, Carlos Soares, Usando redes neurais artificiais para recomendar meta-heurísticas para o problema do caixeiro viajante, X Congresso Brasileiro de Inteligência Computacional

5

Cláudio Rebelo de Sá, Carlos Soares, Alípio Mário Jorge, Paulo J. Azevedo, Joaquim Pinto da Costa. Mining association rules for label ranking, Proceedings of XVII Jornadas de Classificação e Análise de Dados - JOCLAD 2011, pp. 121-124

6

Francisco Reinaldo, Rui Camacho and Luis Paulo Reis, "Arquitetura Híbrida das Teorias de Aprendizagem em Camadas Comportamentais para Ensino à Distância", 40th IGIP International Symposium on Engineering Education, Santos, Brasil, 30 de March de 2011

7

R. Chilro, A.Ferreira, Bruno M. P. M. Oliveira, Ricardo Morla, "Intermittent connection effect in the Message Ferry Delay Tolerant Network", 6th Doctoral Symposium on Informatics Engineering

8

R. Rosário, B. Pereira, A. Araújo, O. Lopes, P. Padrão, V. H. Teixeira, Bruno M.P.M. Oliveira, R. Barros, A. Moreira, P. Moreira, "Qual o impacte de uma intervenção com setting na escola na atividade física em crianças?", VII Seminário Internacional de Educação Física, Lazer e Saúde, Braga, 19-22 Julho, pp. 375-385 2011

9

F. E. Correa, Márcia D. B. Oliveira, L. R. A. Alves, João Gama, P. L. P. Corrêa, "Extraction of Events in Agribusiness Data Marts of Brazil Using Tucker Decomposition", XVIII Jornadas de Classificação e Análise de Dados, Universidade de Trás-os-Montes e Alto Douro, 7 a 9 de Abril de 2011

Autoria e Edição de Livros

Books by major international publisher - 2011

1

K. Faceli, A. Lorena, João Gama, A. Carvalho, Inteligência Artificial - Uma abordagem de Aprendizado de Máquina, LTC

Proceedings of international conferences / workshops - 2011

1

Pedro P. Rodrigues, M. Pechenizkiy, M. M. Gaber, João Gama, Proc. of the Workshop on Learning from Medical Data Streams, Vol. 765 of CEUR-WS.org

2

João Gama, E. J. Hollmén, Advances in Intelligent Data Analysis X, IDA 2011, Vol. 7014 [DBLP]

3

M. M. Peixoto, Alberto A. Pinto, David A. Rand, Games and Science I, Springer, Proc. in Mathematics series: 1

4

M. M. Peixoto, Alberto A. Pinto, David A. Rand, Games and Science II, Springer, Proc. in Mathematics series: 2

Comunicações (Orais) em Encontros Científicos Internacionais

1 Pedro P. Rodrigues, "Learning from medical data streams: real-world scenarios", July 2011, Faculty of Information and Computer Sciences - University of Ljubljana, Ljubljana, Slovenia.
2 Bruno M.P.M. Oliveira, Alberto Pinto, Miguel Ferreira, "Patents in new technologies – Boundaries Characterization", [Oral]. 7th International Congress on Industrial and Applied Mathematics, 2011 Jul 18-22, Vancouver, Canadá.
3 Alberto Pinto, Bruno M.P.M. Oliveira, Miguel Ferreira, N.J. Burroughs, "Immunological Thresholds", [Oral] 7th International Congress on Industrial and Applied Mathematics, 2011 Jul 18-22, Vancouver, Canadá.
4 Bruno M.P.M. Oliveira, Alberto Pinto, Miguel Ferreira, N.J. Burroughs, "A Dynamical Model for Tregs and Conventional T Cells", [Oral] 7th International Congress on Industrial and Applied Mathematics, 2011 Jul 18-22, Vancouver, Canadá.
5 Bruno M.P.M. Oliveira, Miguel Ferreira, Alberto Pinto, N.J. Burroughs, "Modelling Local Immune Responses by T cells with Regulatory T cells", 3rd Porto Meeting on Mathematics for Industry, 2011 Apr 28-30, Porto, Portugal.
6 Bruno M.P.M. Oliveira, N.J. Burroughs, Miguel Ferreira, Alberto Pinto, "Fit of an immune response model to data from infected mice", 2nd Workshop on Dynamical Systems Applied to Biological and Natural Sciences, 2011 Feb 02-04, Lisboa, Portugal.
7 Paula Brito, "Introduction to Symbolic Data Analysis. An interaction movement between statistics and data processing”. Invited talk (90 min) at the 11th Workshop on Large-Scale Data Analysis at the University of Hokkaido, Sapporo, Japan, February 2011.
8 Paula Brito, M. Ichino, “Conceptual Clustering of Symbolic Data Using a Quantile Representation: Discrete and Continuous Approaches”. Invited talk in the session on Symbolic Data Analysis, 4th International Conference of the ERCIM WG on COMPUTING & STATISTICS, (ERCIM'11), University of London, UK, December 17th-19 th, 2011.
9 Sónia Dias, Paula Brito, “Distribution and Symmetric Distribution - Model - A linear regression model for histogram-valued variables”. Invited talk in the session on Symbolic Data Analysis, 4th International Conference of the ERCIM WG on COMPUTING & STATISTICS, (ERCIM'11), University of London, UK, December 17th-19 th, 2011.
10 Paula Brito, M. Ichino, “Conceptual Clustering of Symbolic Data Using a Quantile Representation: Discrete and Continuous Approaches”. Workshop on Theory and Application of High-dimensional Complex and Symbolic Data Analysis in Economics and Management Science, Beijing, China,  October 27th to 29th, 2011.
11 Paula Brito, G. Polaillon, “Homogeneity and Stability in Conceptual Analysis”. The Eighth International Conference on Concept Lattices and Their Applications, Nancy, France, October 17th to 20th, 2011.
12 G. Polaillon, Paula Brito, “Homogénéité dans l'analyse conceptuelle : un cadre commun pour variables numériques, ordinales et modales”. 18èmes Rencontres de la Société Francophone de Classification, Orléans, France, September 28th to 30th,  2011.
13 Paula Brito, A.P. D. Silva, J. G. Dias, “Parametric analysis of interval data”. IFCS 2011-Symposium of the International Federation of Classification Societies and Joint Conference of the German Classification Society (GfKl) and the German Association for Pattern Recognition (DAGM), Frankfurt, Germany, August 30th to September 2nd, 2011.
14 M. Ichino, Paula Brito, “The Data Accumulation Method for Symbolic Principal Component Analysis”. 58th ISI World Statistics Congress, Dublin, Ireland, August 21st to 26th, 2011.
15 Sónia Dias, Paula Brito, “A new linear regression model for histogram-valued variables”. 58th ISI World Statistics Congress, Dublin, Ireland, August 21st to 26th, 2011.
16 Paulo Teles, Paula Brito, "Modelling Interval Time Series With Space-time Processes". 58th ISI World Statistics Congress, Dublin, Ireland, August 21st to 26th, 2011.
17 A. P. Duarte Silva, Paula Brito, “MAINT.DATA: Modeling and Analysing Interval Data in R”. useR, The R User Conference 2011, University of Warwick, U.K., August 16th to18th, 2011
18 Paula Brito, A. P. D. Silva, "Parametric discriminant analysis of interval data". International Classification Conference, University of St. Andrews, Scotland, July 11th to 15th, 2011.
19 Sónia Dias, Paula Brito, “Linear regression with histogram-valued variables”, Workshop in Symbolic Data Analysis, Namur, Belgium, June 7th to 9th 2011.
20 Paula Brito, M. Ichino, “Clustering symbolic data based on quantile representation”. Workshop in Symbolic Data Analysis, Namur, Belgium, June 7th to 9th 2011.
21 Paulo Teles, Paula Brito, “Modelling Interval Time Series with Space Time Processes”. Workshop in Symbolic Data Analysis, Namur, Belgium, June 7th to 9th 2011.
22 A. P. D. Silva, Paula Brito, “MAINT.DATA: Modeling and Analyzing Interval data in R”. Workshop in Symbolic Data Analysis, Namur, Belgium, June 7th to 9th 2011.
23 Tilings for Anosov diffeomorphisms. Plenary Talk, International Workshop on Nonlinear Maps and their Applications, University of Évora, Portugal (2011). 
24 Bayesian-Nash equilibria in theory of planned behavior. The 3rd Annual UECE - Lisbon Meetings - Game Theory and Applications ISEG, Technical University of Lisbon, Portugal (2011). 
25 Tilings and Bussola for Making Decisions. The 3nd Annual UECE - Lisbon Meetings - Game Theory and Applications ISEG, Technical University of Lisbon, Portugal (2011). 
26 Tilings on the real line and Anosov diffeomorphisms. Plenary Talk,Workshop on Dynamical Systems, UFBA, Bahia, Salvador, Brasil (2011). 
27 A influência dos grupos no sucesso escolar dos estudantes. Invited Talk, 4 Workshop do Projeto Klein em Língua Portuguesa, IM-UFG, Goiânia, Brasil (2011). 
28 On the Convergence toWalrasian Prices in Random Matching Edgeworthian Economies. 11th SAET Conference, Faro, Portugal (2011). 
29 A Hotelling-Type Network. 11th SAET Conference, Faro, Portugal (2011). 
30 Renormalization gives all surface Anosov diffeomorphisms with a smooth invariant measure. 17th International Conference on Difference Equations and Applications (ICDEA 2011), Université du Québec, Trois-Rivières, Canada (2011). 
31 A Dynamical Model for T Regs and Conventional T Cells. Invited Talk, 7th International Congress on Industrial and Applied Mathematics (ICIAM 2011), Vancouver, Canada (2011). 
32 Epidemiological Thresholds. Invited Talk, 7th International Congress on Industrial and Applied Mathematics (ICIAM 2011), Vancouver, Canada (2011). 
33 Resort Prices and Bankruptcy. Invited Talk, 7th International Congress on Industrial and Applied Mathematics (ICIAM 2011), Vancouver, Canada (2011). 
34 Leaders Influence in Individuals Decisions. Invited Talk, 7th International Congress on Industrial and Applied Mathematics (ICIAM 2011), Vancouver, Canada (2011). 
35 Game Theoretical Model in Theory of Planned Behavior. Invited Talk, 7th International Congress on Industrial and Applied Mathematics (ICIAM 2011), Vancouver, Canada (2011). 
36 Universality in Energy Sources. Invited Talk, 7th International Congress on Industrial and Applied Mathematics (ICIAM 2011), Vancouver, Canada (2011). 
37 Networks a la Hotelling and Incomplete Information. Invited Talk, 7th International Congress on Industrial and Applied Mathematics (ICIAM 2011), Vancouver, Canada (2011). 
38 Imunological Thresholds. Invited Talk, 7th International Congress on Industrial and Applied Mathematics (ICIAM 2011), Vancouver, Canada (2011). 
39 Tilings and Bussola for Making Decisions. Invited Talk, 7th International Congress on Industrial and Applied Mathematics (ICIAM 2011), Vancouver, Canada (2011). 
40 A Hotelling-Type Network. Public Economic Theory Conference 2011 (PET11), Indiana University, Bloomington, USA (2011). 
41 Renormalizing the pendulum after Galileo’s observation. Plenary Talk, Workshop Internacional de Sistemas Dinâmicos. Celebrando os 90 anos do Professor Mauricio Peixoto, IMPA, Rio de Janeiro, Brazil (2011).
42 João Gama, "Reasoning about the learning process", 11th Conference Internationale Francophone sur l'Extraction et la Gestion des Connaissances EGC 2011
43 João Gama, "Challenges and issues in learning from data streams", Workshop on Adaptive Prediction Systems for Evolving Streaming Data, August 2011, Portsmouth, UK
44 Resende, Mauricio G. C.; Toso, Rodrigo; Gonçalves, J.F. Silva, Ricardo Martins de Abreu. A biased random-key genetic algorithm for the Steiner triple covering problem. MIC 2011 - 9th Metaheuristics International Conference, Udine, Italia, 25-28 de Julho de 2011.
45 Gonçalves, J.F., A biased random key genetic algorithm for the Container Loading Problem. 8th ESICUP Meeting (The EURO Special Interest Group on Cutting and Packing), Copenhaga, Dinamarca, 19-21 de Maio de 2011.
46 Gonçalves, J.F., A biased random key genetic algorithm for the three-dimensional bin packing problem. IFORS 2011 - 19th Triennial Conference of the International Federation of Operational Research Societies, Melbourne, Austrália, 10-15 de Julho de 2011. 
47 Dalila B.M.M. Fontes, Fernando A.C.C. Fontes, Amélia Caldeira. ``Switching of agent formations with collision avoidance and allowing variable agent velocities''. DIS 2011 -- 3rd International Conference on the Dynamics of Information Systems, Gainesville, USA, January  2011.
48 M.S.R. Monteiro, Dalila B.M.M. Fontes and Fernando A.C.C. Fontes. ``An Ant Colony Optimization Approach for Minimum Spanning Tree Problems in Nonlinear Cost Network Flows.'' OR 2011 -- International Conference on Operations Research, Zurich, Switzerland, August 2011.
49  A. Caldeira,  D.B.M.M. Fontes, F.A.C.C. Fontes.  "Optimal Switching of Agent Formations with Collision Avoidance and Allowing Variable Path Curvatures".  Optimization 11, Lisboa, Portugal, July 2011.

Comunicações (Orais) em Encontros Científicos Nacionais

1 Pedro P. Rodrigues, "Learning from Medical Data Streams", April 2011, Center for Research on Health Technologies and Information Systems, Faculty of Medicine of the University of Porto, Porto, Portugal.
2 Pedro P. Rodrigues, João Gama, J. Araújo, Luís Lopes. "Clustering Distributed Streams and Streaming Data Sources", July 2011. In Signal Processing and Machine Learning, INESC, Porto, Portugal.
3 Pedro P. Rodrigues, João Gama, Raquel Sebastião. "Fading window: a memoryless data stream model", May 2011. In Signal Processing and Machine Learning, INESC, Porto, Portugal.
4 J. Araújo, Pedro P. Rodrigues, Luís Lopes. "Large-Scale Simulation of a Distributed Algorithm for Clustering Streaming Sensors". In Internet das Coisas e Serviços, Inforum 2011. Coimbra, Portugal.
5 Sónia Dias, Paula Brito, “Distribution and Symmetric Distribution Regression Model”. Poster presentation at Intelligent Data Analysis, IDA 2011, Porto, Portugal, October 29th to 31st, 2011.
6 Sónia Dias, Paula Brito, "Regressão linear com variáveis intervalares". XIX Annual Conference of the Portuguese Statistical Society, Nazaré, Portugal, September 28th to October 1st, 2011.
7 Paulo Teles, Paula Brito, "Modelização de séries temporais intervalares por modelos espácio-temporais". XIX Annual Conference of the Portuguese Statistical Society, Nazaré, Portugal, September 28th to October 1st, 2011.
8 A. P. D. Silva, Paula Brito, “MAINT.DATA: Um pacote de R para a análise paramétrica de dados intervalares”. XIX Annual Conference of the Portuguese Statistical Society, Nazaré, Portugal, September 28th to October 1st, 2011.
9 Paula Brito, M. Ichino, “Symbolic Clustering Based on Quantile Representation”. JOCLAD 2011, Vila Real, Portugal, April 2011.
10 Sónia Dias, Paula Brito, “Linear Regression for Interval and Histogram Variables”. JOCLAD 2011, Vila Real, Portugal, April 2011.
11 Alberto Pinto, Mini-Curso: Teoria de jogos e decisões.A Escola de Verão da SPM 2011 (EVSPM 2011), Vila-Real, 5-9 setembro 2011.
12 João Gama, "Learning from Data Streams", 18th Jornadas de Classicação e Analise de Dados 2011, Vila Real, Portugal.
13 José M. Martins, Comunicação oral "Creation and annihilation operators in the spatial SIS model", realizada no Workshop Dynamical Systems Applied to Biology and Natural Sciences, CMAF - Universidade de Lisboa, Lisboa, Fevereiro de 2011.
14 L.M.S.S. Raimundo, Dalila B.M.M. Fontes. ``Optimização da alocação de Recursos Humanos à linha de caixas de um hipermercado recorrendo a Simulação''.  IO'11 -- 15º Congresso da APDIO, Coimbra, Portugal, April 2011.
15 M.S.R. Monteiro, Dalila B.M.M. Fontes, Fernando A.C.C. Fontes. ``Um Algoritmo das Formigas para a Resolução de Problemas de Transportes com Custos Fixos''. IO'11 -- 15º Congresso da APDIO, Coimbra, Portugal, Abril 2011.