Data augmentation as a service for single view creation

Proceedings - 2011 IEEE International Conference on Services Computing, SCC 2011

Volumn , Issue , 2011, Pages 40-47

  Nambiar, Ullas ^a   Faruquie, Tanveer A ^a   Prasad, K Hima ^a   Subramaniam, L Venkata ^a   Mohania, Mukesh K ^a  

^a IBM RESEARCH INDIA   (India)

Author keywords

[No Author keywords available]

Indexed keywords

ATTRIBUTE VALUES; BUSINESS RULES; DATA AUGMENTATION; DATA SETS; ENTERPRISE DATA; EVALUATION SYSTEM; FUNCTIONAL DEPENDENCY; INCONSISTENT DATA; INTEGRATING INFORMATION; PUBLIC DOMAINS; REAL-WORLD DATASETS; RIPPLE DOWN RULES; RULE GENERATION;

INDUSTRY; USER INTERFACES;

DATA WAREHOUSES;

EID: 80053165349     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SCC.2011.14     Document Type: Conference Paper

References (21)

1. R. Agrawal, T. Imielinski, and A. Swami. Mining association rules between sets of items in large databases. In Proc. of the ACM SIGMOD COnference on Management of Data, pages 207-216, Washington, USA, 1993.
2. Tanveer A. Faruquie, K. Hima Prasad, L. Venkata Subramaniam, Mukesh K. Mohania, Girish Venkatachaliah, Shrinivas Kulkarni and Pramit Basu. Data cleansing as a transient service. In ICDE, 1025-1036, 2010.
3. Ming Xue Wang, Kosala Yapa Bandara and Claus Pahl. Process as a Service. In IEEE SCC, 578-585, 2010.
4. Jinhui Yao, Shiping Chen, Chen Wang, David Levy and John Zic. Accountability as a Service for the Cloud. In IEEE SCC, 81-88, 2010.
5. M. L. Brown and J. F. Kros. Data mining and the impact of missing data. Industrial Management and Data Systems, 103:611-621, 2003.
6. W. W. Cohen and S. Sarawagi. Exploiting dictionaries in named entity extraction: Combining semi-markov extraction processes and data integration methods. In Proceedings of ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pages 89-98, 2004. (Pubitemid 40114919)
7. K. Lakshminarayan, S. A. Harp, and T. Samad. Imputation of missing data in industrial databases. Appl. Intell., 11:259-275, 1999. (Pubitemid 30517149)
8. R. J. Little and D. B. Rubin. Statistical Analysis with Missing Data. Wiley, 1987.
9. A. McCallum. Information extraction: Distilling structured data from unstructured text. Queue, 3:48-57, 2005.
10. J. McHugh, S. Abiteboul, R. Goldman, D. Quass, and J. Widom. Lore: A database management system for semistructured data. In ACM SIGMOD, pages 54-66, 1997. (Pubitemid 127459507)
11. J. R. Quinlan. C4.5: Programs for Machine Learning. Morgan Kaufmann, 1992.
12. L. Reeve and H. Han. Survey of semantic annotation platforms. In ACM Symposium on Applied Computing, pages 535-538, 2006.
13. M. M. Rueda, S. Gonzalez, and A. Arcos. Indirect methods of imputation of missing data based on available units. Applied Mathematics and Computation, 164:249-261, 2005. (Pubitemid 40352494)
14. J. Wu, Q. Song, and J. Shen. An novel association rule mining based missing nominal data imputation method. In Proceedings of 8th SNPD Conference, pages 89-98, 2007.
15. F. Chang, J. Dean, S. Ghemawat, W.C. Hsieh, D.A. Wallach, M. Burrows, T. Chandra, A. Fikes, and R.E. Gruber Bigtable: A Distributed Storage System for Structured Data In OSDI'06: Seventh Symposium on Operating System Design and Implementation, Seattle, WA, November, 2006.
16. S. Kambhampati, G. Wolf, Y. Chen, H. Khatri, B. Chokshi, J. Fan and U. Nambiar. QUIC: Handling Query Imprecision & Data Incompleteness in Autonomous Databases In Proceedings of CIDR, January 7-10, 2007, Asilomar, CA, USA.
17. P. Compton and R. Jansen A philosophical basis for knowledge acquisition In Knowledge Acquisition, Vol 2(3), September, 1990.
18. V.H. Ho, P. Compton, B. Benatallah, J. Vayssire, L. Menzel and H. Vogler An Incremental Knowledge Acquisition Method for Improving Duplicate Invoices Detection In Proceedings of ICDE, 2009.
19. Rajeev Gupta, K. Hima Prasad, Laura Z. Luan, Daniela Rosu and Christopher Ward. Multi-dimensional Knowledge Integration for Efficient Incident Management in a Services Cloud. In IEEE SCC, 57-64, 2009.
20. Sandeep Uttamchandani, Kaladhar Voruganti, Ramani Routray, Li Yin, Aameek Singh anf Benji Yolken. BRAHMA: Planning Tool for Providing Storage Management as a Service. In IEEE SCC, 1-10, 2007. (Pubitemid 47565572)
21. U. Nambiar and S. Kambhampati Answering Imprecise Queries over Autonomous Web Databases In Proceedings of ICDE, 2006.