A Visual Environment for Designing and Running Data Mining Workflows in the Knowledge Grid

Intelligent Systems Reference Library

Volumn 24, Issue , 2012, Pages 57-75

  Cesario, Eugenio ^a   Lackovic, Marco ^b   Talia, Domenico ^a,b   Trunfio, Paolo ^b  

^a ICAR CNR   (Italy)

^b UNIVERSITY OF CALABRIA   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84874402014     PISSN: 18684394     EISSN: 18684408     Source Type: Book Series    
DOI: 10.1007/978-3-642-23242-8_4     Document Type: Article

References (13)

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2. Mastroianni, C., Talia, D., Trunfio, P.: Metadata for Managing Grid Resources in Data Mining Applications. Journal of Grid Computing 2(1), 85-102 (2004)
3. Congiusta, A., Talia, D., Trunfio, P.: Distributed data mining services leveraging WSRF. Future Generation Computer Systems 23(1), 34-41 (2007)
4. Foster, I.: Globus Toolkit Version 4: Software for service-oriented systems. In: Conf. on Network and Parallel Computing, pp. 2-13 (2005)
5. Zhou, Z.H.: Semi-supervised learning by disagreement. In: 4th IEEE International Conference on Granular Computing, p. 93 (2008)
6. Tan, P.N., Steinbach, M., Kumar, V.: Introduction to Data Mining. Addison- Wesley, Reading (2006)
7. Fahringer, T., Jugravu, A., Pllana, S., Prodan, R., Seragiotto, C. Jr., Truong, H.L.: ASKALON: A Tool Set for Cluster and Grid Computing. Concurrency and Computation: Practice & Experience 17(2-4) (2005)
8. Altintas, I., Berkley, C., Jaeger, E., Jones, M., Ludascher, B., Mock, S.: Kepler: an extensible system for design and execution of scientific workflows. In: 16th International Conference on Scientific and Statistical Database Management (2004)
9. Deelman, E., Blythe, J., Gil, Y., Kesselman, C., Mehta, G., Patil, S., Su, M.-H., Vahi, K., Livny, M.: Pegasus: Mapping Scientific Workflows onto the Grid. In: Across Grids Conference (2004)
10. Hull, D., Wolstencroft, K., Stevens, R., Goble, C., Pocock, M., Li, P., Oinn, T.: Taverna: a tool for building and running workflows of services. Nucleic Acids Research 34(Web Server issue), 729-732 (2006)
11. Shields, M., Taylor, I.: Programming Scientific and Distributed Workflow with Triana Services. In: Workflow in Grid Systems Workshop in GGF 2010 (2004)
12. Lackovic, M., Talia, D., Trunfio, P.: A Framework for Composing Knowledge Discovery Workflows in Grids. In: Abraham, A., Hassanien, A., Carvalho, A., Snel, V. (eds.) Foundations of Computational Intelligence, Data Mining Theoretical Foundations and Applications. SCI. Springer, Heidelberg (2009)
13. BPEL4WS. Business Process Execution Language for Web Services. See, http://www.ibm.com/developerworks/library/specification/ws-bpel/