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» Entity Resolution: Overview and Challenges
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CVPR
2005
IEEE
14 years 9 months ago
Overview of the Face Recognition Grand Challenge
Over the last couple of years, face recognition researchers have been developing new techniques. These developments are being fueled by advances in computer vision techniques, com...
P. Jonathon Phillips, Patrick J. Flynn, W. Todd Sc...
CORR
2010
Springer
143views Education» more  CORR 2010»
13 years 7 months ago
Parallel Sorted Neighborhood Blocking with MapReduce
: Cloud infrastructures enable the efficient parallel execution of data-intensive tasks such as entity resolution on large datasets. We investigate challenges and possible solution...
Lars Kolb, Andreas Thor, Erhard Rahm
PADS
1997
ACM
13 years 11 months ago
MRE: A Flexible Approach to Multi-Resolution Modeling
Multi-resolution representation of simulated entities is considered essentialfor a growing portion of distributed simulations. Heretofore,modelers have representedentites at just ...
Anand Natrajan, Paul F. Reynolds Jr., Sudhir Srini...
CLEANDB
2006
ACM
112views Database» more  CLEANDB 2006»
13 years 11 months ago
Generic Entity Resolution with Data Confidences
We consider the Entity Resolution (ER) problem (also known as deduplication, or merge-purge), in which records determined to represent the same real-world entity are successively ...
David Menestrina, Omar Benjelloun, Hector Garcia-M...
ICDE
2010
IEEE
200views Database» more  ICDE 2010»
13 years 7 months ago
Towards better entity resolution techniques for Web document collections
— As person names are non-unique, the same name on different Web pages might or might not refer to the same real-world person. This entity identification problem is one of the m...
Surender Reddy Yerva, Zoltán Miklós,...