ARTICLES

2011

1. P. Ferreira and D. Pereira and I. Dutra and R. Correia and F. Hedayioglu et al. "The DigiScope Auscultation Data: First Explorations", in "Book of abstracts of the Portuguese Conference on Pattern Recognition (RecPad)" , October 2011.
2. D. Pereira and F. Hedayioglu and R. Correia and I. Dutra and F. Almeida et al. "DigiScope: Unobtrusive Collection and Annotation of Auscultations in Real Hospital Environments", in "Book of abstracts of the Portuguese Conference on Pattern Recognition (RecPad)" , October 2011.
3. Pedro Ferreira and Nuno A. Fonseca and I. Dutra and Ryan Woods and Elizabeth Burnside "Predicting Malignancy from Mammography Findings and Surgical Biopsies", in "IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2011)" , IEEE, November 2011.
4. Tiago Silva and I. Dutra "TSPPA: Trended Statistical PreProcessing Algorithm", in "Communications in Computer and Information Science” (CCIS 188) Series of Springer LNCS" , Springer Verlag, pp.118-131, Jul 2011.
5. Pedro Ferreira and I. Dutra and Nuno A. Fonseca and Ryan Woods and Elizabeth S. Burnside "Studying the Relevance of Breast Imaging Features", in "Proceedings of the International Conference on Health Informatics" , SciTePress, January 2011.
6. Daniel Pereira and Fabio Hedayioglu and Ricardo Correia and Tiago Silva and I. Dutra et al. "DigiScope - Unobtrusive Collection and Annotating of Auscultations in Real Hospital Environments", in "Proceedimgs of the 33rd IEEE International Conference on Engineering in Medicine and Biology" , 2011.
7. I. Dutra and H. Nassif and David C. Page and J. Shavlik and R. Strigel et al. "Integrating Machine Learning and Physician Knowledge to Improve the Accuracy of Breast Biopsy", in "American Medical Informatics Association 2011 Annual Symposium" , 2011.

   2010

8. Vítor Santos Costa and I. Dutra and Ricardo Rocha, "Threads and Or-parallelism Unified", in Theory and Practice of Logic Programming, 26th International Conference on Logic Programming (ICLP 2010), Special Issue, Cambridge University Press, vol. 10, pp.417.432, July 2010.
9. Bernardo Costa and I. Dutra and Marta Mattoso, "Applying Reinforcement Learning to Scheduling Strategies in an Actual Grid Environment", in International Journal of High Performance Systems Architecture (Special issue on Parallel and Distributed Systems, Applications and Architectures), Inderscience Publishers, Inderscience Publishers, vol. 2, pp.116-128, 2010.

   2009

10. André Oliveira and Alexandre Plastino and Simone Martins and I. Dutra "Avaliação de Estratégias de Balanceamento de Carga do Tipo Mestre-Escravo para Aplicações SPMD em Clusters e Grids Computacionais", in "Workshop em Sistemas de Computação de Alto Desempenho (WSCAD), São Paulo, SP, Brazil" , October 2009.
11. Nuno A. Fonseca and I. Dutra "UbiDis: a Flexible and General top-level Middleware to Manage Applications in Grids and Clusters", in "3rd Iberian GRID Infraestructure Conference Proceedings (IBERGRID 2009), Valencia, Spain" , NetBibio, pp.247-255, May 2009.
12. Diego Carvalho and Pedro Rausch Bello and Alexandre Nobrega Duarte and I. Dutra "Mining the EELA-2 infrastructure", in "Proceedings of the First EELA-2 Conference, Bogotá, Colômbia" , February 2009.
13. Roberto Barbera and Francisco Brasileiro and Diego Carvalho and I. Dutra and Marcio Faerman et al. "Approach to sustainable e-Infrastructures The case of the Latin American Grid", in "4th IST-Africa Conference, Kampala, Uganda" , 2009.

    2008

14. B. F. Costa, I. C. Dutra and M. Mattoso, RL-based Scheduling Strategies in Actual Grid Environments. International Symposium on Advances in Parallel and Distributed Computing Techniques (APDCT-08), organized with ISPA08, IEEE Computer Society, Sidney, Australia, December 2008.
15. J. A. Placca, I. Dutra and A. C. B. Garcia, Tricoord+ : a Model for Conflict Resolution in Multiagent Systems, International Conference on Engineering Optimization (EngOpt 2008), Rio de Janeiro, Brazil, June 1-5, 2008.

    2007

16. M. R. Pereira, P. K. Vargas, M. C. S. Castro, F. M. G. Franca and I. C. Dutra, Automatic Constraint Partitioning to Speed Up CLP Execution, SBAC-PAD 2007, pp. 271-278.
17. R. L. Salvini, E. Aguilar and I. C. Dutra, Skimmed Classifiers, Inductive Logic Programming 2007, work in progress section.
18. J. Davis, D. Page, E. Burnside, I. Dutra, Raghu Ramakrishnan, J. Shavlik and V. Santos Costa, Learning a new View of a Database: with an Application in Mammography, Introduction to Statistical Relational Learning, eds.: Ben Taskar and Lise Getoor, MIT Press, August, 2007.

    2006

19. P. K. Vargas, I. C. Dutra, V. D. Nascimento, L. A. S. Santos, L. C. Silva, C. F. R. Geyer and B. Schulze, GRAND: Toward Scalability in a Grid Environment, Concurrency and Computation: Practice and Experience, v. 19, n. 14, pp. 1991-2009, issn: 1532-0626, 2007. (published online in November, 2006, Wiley InterScience, doi: 10.1002/cpe.1138).

    2005

20. P. K. Vargas, I. C. Dutra, V. D. Nascimento, L. A. S. Santos, L. C. Silva, C. F. R. Geyer and B. Schulze, Hierarchical Submission in a Grid Environment, 3rd Workshop on Middleware for Grid Computing, Grenoble, France, 2005.

21. J. Davis, E. Burnside, D. Page, I. C. Dutra and V. Santos Costa, Learning Bayesian Networks of Rules with SAYU, 4th Workshop on Multi-Relational Data Mining (MRDM 2005), Chicago, IL, USA, August 21st, 2005.

22. I. Ong, D. Page, I. Dutra and V. Santos Costa, Hyperpaths: Extending PathFinding to Moded Languages, 4th Workshop on Multi-Relational Data Mining (MRDM 2005), Chicago, IL, USA, August 21st, 2005.

23. J. Davis, V. Santos Costa, I. C. Dutra, E. Burnside and D. Page, An Integrated Approach to Learning Bayesian Networks of Rules (regular paper), European Conference on Machine Learning, LNAI 3720, Porto, Portugal, October, 2005.

24. I. Ong, I. C. Dutra, D. Page and V. Santos Costa, Mode Directed Path Finding (short paper), European Conference on Machine Learning, Porto, Portugal, LNAI 3720, pp. 673--681, October, 2005.

25. E. Burnside, J. Davis, V. Santos Costa, I. C. Dutra, C. E. Kahn, J. Fine and D. Page, Knowledge Discovery from Structured Mammography Reports using Inductive Logic Programming, American Medical Informatics Association, Annual Symposium, Washington, DC, October, 2005.

26. J. Davis, D. Page, E. Burnside, I. C. Dutra, R. Ramakrishnam, V. Santos Costa, and J. Shavlik, View Learning for Statistical Relational Learning: with an Application to Mammography, International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, July, 2005.

27. J. Davis, I. C. Dutra, D. Page, and V. Santos Costa, Establishing Identity Equivalence in Multi-Relational Domains, International Conference on Intelligence Analysis, McLean, VA, USA, May 2--6, 2005. (Awarded best technical paper)

28. J. A. L. Sanches, P. K. Vargas, I. C. Dutra, V. Santos Costa, and C. F. R Geyer, ReGS: user-level Reliability in a Grid Environment, IEEE International Symposium on Cluster Computing and the Grid, May 9--12, 2005, Cardiff, UK.

29. P. K. Vargas, L. A. S. Santos, C. F. R. Geyer, I. C. Dutra, An Implementation of the GRAND Hierarchical Application Management Model using the ISAM/EXEHDA system, III Workshop on Computational Grid and Applications, LNCC, Petrópolis, RJ, January 31st -- February 2nd, 2005.

    2004

30. P. K. Vargas, I. C. Dutra, C. F. R. Geyer, Gerenciamento Hierárquico de Aplicações em Ambientes de Computação em Grade, Escola Regional de Alto Desempenho (ERAD 2004), 2004, 13 a 17 de janeiro, Pelotas, RS, pp. 177--178.

31. P. K. Vargas, I. C. Dutra, C. F. R. Geyer, Application Partitioning and Hierarchical Management in Grid Environments, 1st International Middleware Doctoral Symposium 2004, October 19th, 2004, Toronto - Canadá, pp. 314--318.

32. E. P. G. de Oliveira, F. Ramos, M. C. S. de Castro, I. C. Dutra, Study of Hybrid Coherence Protocols for Parallel Logic Programming Systems , The 16th International IASTED Conference on Parallel and Distributed Computing and Systems, Cambridge, MA, USA, November 9-11, 2004.

33. J. A. Placca, A. C. B. Garcia, I. C. Dutra, Um Modelo de Resolução de Conflitos em Sistemas MultiAgentes aplicado so Projeto de uma Plataforma Offshore de Petróleo , 20o. Congresso Nacional de Transportes Marítimos, Construção Naval e Offshore, 8-12 Novembro, Rio de Janeiro, RJ, Brasil, 2004.

34. J. Davis, V. Santos Costa, I. M. Ong, D. Page and I. C. Dutra, Using Bayesian Classifiers to Combine Rules , Workshop on Multi Relational Data Mining, Seattle, WA, USA, August 22, 2004.

    2003

35. M. R. Pereira, P. K. Vargas, , F. M. G. França, M. C. S. de Castro, I. C. Dutra, Applying Scheduling by Edge Reversal to Constraint Partitioning , The 15th Symposium on Computer Architecture and High Performance Computing (SBAC-PAD 2003), São Paulo/SP - Brazil. November 10-12, 2003. p.134-141. NEC AWARD ("to the authors of the best paper in the area of Applications in High-Performance Systems")

36. I. C. Dutra, D. Page, V. Santos Costa, J. Shavlik and M. Waddell, Toward Automatic Management of Embarrassingly Parallel Applications , Euro-Par'03, Klagenfurt, Austria, August 26 - 29, pp. 509--516, 2003.

37. R. J. Mooney, P. Melville, L. R. Tang, J. Shavlik, I. C. Dutra, D. Page, V. S. Costa, Relational Data Mining with Inductive Logic Programming for Link Discovery, In Hillol Kargupta, Anupam Joshi, K. Sivakumar, Yelena Yesha, editors, Data Mining: Next Generation Challenges and Future Directions. AAAI/MIT Press, 2003.

    2002

38. R. J. Mooney, P. Melville, L. R. Tang, J. Shavlik, I. C. Dutra, D. Page, V. S. Costa, Relational Data Mining with Inductive Logic Programming for Link Discovery, National Science Foundation Workshop on Next Generation Data Mining, Baltimore, USA, 1--3 Nov, 2002.

39. I. C. Dutra, M. R. Pereira, M. C. S. Castro, Parallelisation of a Finite Domain Constraint Solver, Workshop on Distributed Systems and Parallelism, Chilean Computing Week 2002, Chile, 2002.

40. I. C. Dutra, D. Page, V. Santos Costa, J. Shavlik, An Empirical Evaluation of Bagging in Inductive Logic Programming, 12th International Conference on Inductive Logic Programming, Sidney, Australia, July, 2002.

41. C. F. R. Geyer, P. K. Vargas, I. C. Dutra. ``Parallelism in Logic Programming and Scheduling Issues'', In Advanced Algorithmic Technology for Parallel Computation with Applications, Kluwer Academic Pub., pp. 207--231, June, 2002, ISBN 1-4020-0623-3.

42. Cláudio F.R. Geyer, Adenauer C. Yamin, Luciano C. Silva, Patrícia Kayser Vargas, Inês C. Dutra, Marko Petek, Diana F. Adamatti, Iara Augustin, Jorge L.V. Barbosa. ``Regional Center And Grid Development In Brazil'', LAFEX International School on High Energy Physics (LISHEP 2002) - GRID Workshop, February 7-8, 2002. Rio de Janeiro - RJ.

    2001

43. I. C. Dutra, M. R. Pereira, M. C. S. Castro, Arc-Consistency Algorithms on a Software DSM Platform, Colloquium on Implementation of Constraint Logic Programming Systems (CICLOPS), Chipre, Nov, 2001, available as TR-CS-003/2001, New Mexico State University, pp. 117--131.

    2000

44. I. C. Dutra, A. M. Carrusca, Or-Parallel Scheduling strategies Revisited, Anais do XIII Simposio Brasileiro de Arquitetura de Computadores, SBAC'00, Sao Pedro, Sao Paulo, Brasil, Oct, 2000, pp. 263--268.

45. J. L. V. Barbosa, P. K. Vargas, C. F. R. Geyer, I. C. Dutra GRANLOG: An Integrated Granularity Analysis Model for Parallel Logic Programming, Proceedings of the CL2000 Workshop on Parallelism and Implementation of (Constraint) Logic Programming Languages, London, England, 2000, pp. 74-88.

46. I. C. Dutra, V. S. Costa, and R. Bianchini, The Impact of Cache Coherence Protocols on Parallel Logic Programming Systems, First International Conference on Computational Logic (CL2000), London, England, 2000, pp. 1285-1299. Lecture Notes in Artificial Intelligence 1861, Springer-Verlag.

47. V. S. Costa, R. Bianchini and I. C. Dutra, Parallel Logic Programming Systems on Scalable Architectures, Journal of Parallel and Distributed Computing, v. 60, n. 7, July, 2000, pp. 835-852.

    1999

48. I. C. Dutra, C. F. R. Geyer and P. K. Vargas Parallelism in Logic Programming, Intl. School on Advanced Techniques for Parallel Computation with Applications, Natal, RN, Brasil, Sep-Oct, 1999, 35 pages.

49. I. C. Dutra, V. S. Costa, J. L. V. Barbosa and C. F. R. Geyer, Using Compile-Time Granularity Information to Support Dynamic Work Distribution in Parallel Logic Programming Systems, Anais do XII Simposio Brasileiro de Arquitetura de Computadores, SBAC'99, Natal, Rio Grande do Norte, Brasil, Sep-Oct, 1999, pp. 248--256.

50. V. M. Calegario and I. C. Dutra, Performance Evaluation of Or-Parallel Logic Programming Systems on Distributed Shared Memory Architectures, Euro-Par'99, Toulose, France, Aug-Sep 99, pp. 1484--1491.

51. M. G. Silva, I. C. Dutra, V. S. Costa and R. Bianchini, The Influence of Architectural Parameters on the Performance of Parallel Logic Programming Systems, I Workshop on Practical Aspects of Declarative Languages, San Antonio, Texas, USA, Jan 99. LNCS 1551, Ed: Gopal Gupta, pp. 122--136.

    1998

52. P. K. Vargas, C. F. R. Geyer and I. C. Dutra, TAMAGOSHI: Plataforma para Avaliação de Escalonamento de Tarefas em Programação em Lógica Paralela, artigo resumido, Anais do XI Simposio Brasileiro de Arquitetura de Computadores, SBAC'98, Buzios, Rio de Janeiro, Brasil, Ago 1998, pp. 65-68.

53. N. Fonseca, V. S. Costa and I. C. Dutra, VisAll: A Universal Tool to Visualise Parallel Execution of Logic Programs Proceedings of the Joint International Conference and Symposium on Logic Programming, Manchester, England, Jun 1998, pp. 100-114 (revised and extended version of the workshop paper).

    1997

54. N. Fonseca, V. S. Costa and I. C. Dutra, VisAll: A New Tool to Visualise Parallel Execution of Logic Programs Proceedings of the Post-ILPS'97 Workshop on Parallelism and Implementation of (Constraint) Logic Programming Languages, Port Jefferson, NY, USA, Oct, 1997, 15 pages.

55. P. M. V. Lima and I. C. Dutra, Neural Network Parallel Simulation with Logic Programming Proceedings of the Workshop on Computational Intelligence: ICOM and IPAC Projects, Protem III-CC, CNPq, Rio de Janeiro, September, 1997, pp. 8-9 (proceedings available as technical report ES-450/97, September, COPPE Systems Engineering).

56. V. S. Costa, R. Bianchini and I. C. Dutra, Evaluating Parallel Logic Programming Systems on Scalable Multiprocessors Proceedings of the 2nd International Symposium on Parallel Symbolic Computation, Maui, Hawaii, July, 1997, pp. 58-67.

57. V. S. Costa, R. Bianchini and I. C. Dutra, Evaluating the Impact of Coherence Protocols on Parallel Logic Programming Systems Proceedings of the 5th EUROMICRO Workshop on Parallel and Distributed Processing, London, Jan, 1997, pp. 376-381.

    1996

58. V. S. Costa, R. Bianchini and I. C. Dutra, Analysing the Caching Behaviour of Parallel Logic Programming Systems , Proceedings of the Workshop on High Performance Logic Programming Systems, European Summer School on Logic, Languages and Implementation (ESSLLI'96), Praga, August, 1996, Also available as Technical Report ES/390-96, COPPE Systems Engineering, May/96.

59. I. C. Dutra, Distributing And-Work and Or-Work in Parallel Logic Programming Systems Proceedings of the 29th Hawaii International Conference on System Sciences, Maui, Hawaii, Jan, 1996, pp. 646-655.

    1995

60. L. Monnerat and I. C. Dutra, AM2: An AND/OR Parallel Simulator for Prolog . Proceedings of the International Logic Programming Symposium Post-Conference Workshop on Parallel Logic Programming Systems, November, 1995, pp. 96--105.

61. I. C. Dutra, Performance Analysis of a Strategy to Distribute And-work and Or-work in Parallel Logic Programming Systems Proceedings of the VIII Brazilian Symposium on Computer Architecture and High Performance Processing - SBAC-PAD, July, 1995, pp. 449-463.

    1994

62. I. C. Dutra, Strategies for Scheduling And- and Or-Work in Parallel Logic Programming Systems Proceedings of the 1994 International Logic Programming Symposium, Ithaca, Nov, 1994, pp. 289-304.

    1993

63. R. Yang, V. S. Costa, I. C. Dutra and D. H. D Warren, Performance of the Compiler-Based Andorra-I System Proceedings of the 1993 International Conference on Logic Programming, Budapest, Hungary, Jun, 1993, pp. 150-166.

    1991

64. I. C. Dutra, A Flexible Scheduler for Andorra-I Lecture Notes in Computer Science 569, Parallel Execution of Logic Programs 1991, pp. 70-82.

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