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AAAI
1998
13 years 5 months ago
Handling Inconsistency for Multi-Source Integration
The overwhelming amount of information sources now available through the internet has increased the need to combine or integrate the data retrieved from these sources in an intell...
Sheila Tejada, Craig A. Knoblock, Steven Minton
PDIS
1996
IEEE
13 years 8 months ago
The Strobe Algorithms for Multi-Source Warehouse Consistency
A warehouse is a data repository containing integrated information for e cient querying and analysis. Maintaining the consistency of warehouse data is challenging, especially if t...
Yue Zhuge, Hector Garcia-Molina, Janet L. Wiener
NSDI
2007
13 years 6 months ago
Exploiting Similarity for Multi-Source Downloads Using File Handprints
Many contemporary approaches for speeding up large file transfers attempt to download chunks of a data object from multiple sources. Systems such as BitTorrent quickly locate sou...
Himabindu Pucha, David G. Andersen, Michael Kamins...
WIRI
2005
IEEE
13 years 10 months ago
A Fast Linkage Detection Scheme for Multi-Source Information Integration
Record linkage refers to techniques for identifying records associated with the same real-world entities. Record linkage is not only crucial in integrating multi-source databases ...
Akiko N. Aizawa, Keizo Oyama
CVPR
2010
IEEE
13 years 4 months ago
Boosting for transfer learning with multiple sources
Transfer learning allows leveraging the knowledge of source domains, available a priori, to help training a classifier for a target domain, where the available data is scarce. Th...
Yi Yao, Gianfranco Doretto