Publications

2011

1. R. Tolosana-Calasanz, M. Lackovic, O. Rana, J. Banares, D. Talia, "Characterizing quality of resilience in scientific workflows". Proceedings of the 6th workshop on Workflows in support of large-scale science, New York, NY, USA, pp. 117-126, ACM, November 2011. Note: ISBN: 978-1-4503-1100-7.



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2010

2. M. Lackovic, D. Talia, R. Tolosana-Calasanz, J. Banares, O. Rana, "A Taxonomy For the Analysis of Scientific Workflow Faults". Proc. of the 2nd International Workshop on Workflow Management in Service and Cloud Computing (WMSC2010), in conjunction with CSE 2010, Hong Kong, pp. 398-403, December 2010. Note: E-ISBN: 978-0-7695-4323-9 Print ISBN: 978-1-4244-9591-7.



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3. D. Talia, P. Trunfio, "How Distributed Data Mining Tasks can Thrive as Knowledge Services". Communications of the ACM, vol. 53, n. 7, pp. 132--137, July 2010.



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2009

4. M. Lackovic, D. Talia, P. Trunfio, "A Service-Oriented Framework for Executing Data Mining Workflows on Grids". Proc. of the 4th International Workshop on Workflow Management (ICWM2009), in conjunction with GPC'09, Geneva, Switzerland, pp. 72--79, IEEE Computer Society Press, May 2009. Note: ISBN 978-0-7695-3677-4.



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5. M. Lackovic, D. Talia, P. Trunfio, "A Framework for Composing Knowledge Discovery Workflows in Grids". In: Foundations of Computational Intelligence Vol 6: Data Mining Theoretical Foundations and Applications, Studies in Computational Intelligence, A. Abraham, A. Hassanien, A. Carvalho, V. Snášel (Editors), Springer, pp. 345--369, 2009. Note: ISBN 978-3-642-01090-3.



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6. D. Talia, P. Trunfio, "Service-Oriented Architectures for Distributed and Mobile Knowledge Discovery". In: Next Generation of Data Mining, H. Kargupta, J. Han, P. Yu, R. Motwani, V. Kumar (Editors), CRC Press, pp. 223--242, 2009. Note: ISBN 978-1-4200-8586-0.



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2008

7. M. Lackovic, D. Talia, P. Trunfio, "Service Oriented KDD: A Framework for Grid Data Mining Workflows". Proc. of the 10th International Workshop on High Performance Data Mining (HPDM 2008), in conjunction with ICDM'08, Pisa, Italy, pp. 496--505, IEEE Computer Society Press, December 2008. Note: ISBN 978-0-7695-3503-6 .



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8. D. Talia, P. Trunfio, O. Verta, "The Weka4WS framework for distributed data mining in service-oriented Grids". Concurrency and Computation: Practice and Experience, vol. 20, n. 16, pp. 1933--1951, Wiley InterScience, November 2008.



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9. A. Congiusta, D. Talia, P. Trunfio, "Service-Oriented Middleware for Distributed Data Mining on the Grid". Journal of Parallel and Distributed Computing, vol. 68, n. 1, pp. 3--15, Elsevier Science, January 2008.



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2007

10. D. Talia, P. Trunfio, "How Distributed Data Mining Tasks can Thrive as Services on Grids". Proc. of National Science Foundation Symposium on Next Generation of Data Mining and Cyber-Enabled Discovery for Innovation (NGDM'07), Baltimore, USA, October 2007.



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2006

11. A. Congiusta, D. Talia, P. Trunfio, "Service-Oriented Knowledge Discovery in Grids". Proc. of the Workshop on Grid Technologies for Knowledge-Based Industries and Businesses, co-located with IST 2006, Helsinki, Finland, November 2006.



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12. D. Talia, P. Trunfio, O. Verta, "WSRF Services for Composing Distributed Data Mining Applications on Grids: Functionality and Performance". Proc. of the 4th International Conference on Computational Science and its Applications (ICCSA 2006), Glasgow, UK, LNCS, vol. 3980, pp. 1080-1089, Springer, May 2006. Note: ISBN 3-540-34070-X.



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2005

13. D. Talia, P. Trunfio, O. Verta, "Weka4WS: A WSRF-Enabled Weka Toolkit for Distributed Data Mining on Grids". Proc. of the 9th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 2005), Porto, Portugal, LNAI, vol. 3721, pp. 309--320, Springer, October 2005. Note: ISBN 3-540-29244-6.



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