2011

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

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

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