A privacy-aware service-oriented platform for distributed data mining

CEC/EEE 2006 Joint Conferences

Volumn 2006, Issue , 2006, Pages 44-47

  Zhang, Xiaofeng ^a   Wong, Ho Fai ^a   Cheung, William K ^a  

^a HONG KONG BAPTIST UNIVERSITY   (Hong Kong)

Author keywords

[No Author keywords available]

Indexed keywords

ABSTRACTING; DATA MINING; DATA REDUCTION; DISTRIBUTED DATABASE SYSTEMS; ENTERPRISE RESOURCE PLANNING; LEARNING SYSTEMS; MAXIMUM LIKELIHOOD ESTIMATION;

DATA CLUSTERING; DATA SHARING; DATA SOURCES; SERVICE ORIENTED PLATFORMS;

DATA PRIVACY;

EID: 33845883003     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC-EEE.2006.7     Document Type: Conference Paper

References (6)

1. W. Du and Z. Zhan. Using Randomized Response Techniques for Privacy-Preserving Data Mining. In In Proceedings of The 9th ACM SIGKDD International. Conference on Knowledge Discovery and Data Mining (SIGKDD 2003), pages 505-510, Washington, DC, August 2003.
2. M. Klusch, S. Lodi, and G. L. Moro. Distributed Clustering Based on Sampling Local Density Estimates. In Proceedings of International Joint Conference on Artificial Intelligence (IJCAI 2003), pages 485-490, Mexico, August 2003.
3. S. Merugu and J. Ghosh. Privacy-preserving Distributed Clustering using Generative Models. In The Third IEEE International Conference on Data Mining (ICDM'03), Melbourne, FL, November 2003.
4. J. Vaidya and C. Clifton. Privacy-Preserving K-Means Clustering over Vertically Partitioned Data. In The Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, August 2003.
5. X. Zhang and W. K. Cheung. Learning Global Models Based on Distributed Data Abstractions. In Proceedings of International Joint Conference on Artificial Intelligence (IJCAI 2005), pages 1645-1646, Edinburgh, August 2005.
6. X. Zhang and W. K. Cheung. Visualizing Global Manifold Based on Distributed Local Data Abstraction. In Proceedings of Fifth IEEE International Conference on Data Mining (ICDM 2005), pages 821-824, Houston, November 2005.