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ML
2007
ACM
156views Machine Learning» more  ML 2007»
13 years 6 months ago
Active learning for logistic regression: an evaluation
Which active learning methods can we expect to yield good performance in learning binary and multi-category logistic regression classifiers? Addressing this question is a natural ...
Andrew I. Schein, Lyle H. Ungar
PRL
2007
148views more  PRL 2007»
13 years 6 months ago
Damascening video databases for evaluation of face tracking and recognition - The DXM2VTS database
Performance quantification of biometric systems, such as face tracking and recognition highly depend on the database used for testing the systems. Systems trained and tested on r...
Dereje Teferi, Josef Bigün
PVLDB
2008
127views more  PVLDB 2008»
13 years 6 months ago
Discovering data quality rules
Dirty data is a serious problem for businesses leading to incorrect decision making, inefficient daily operations, and ultimately wasting both time and money. Dirty data often ari...
Fei Chiang, Renée J. Miller
EDBT
2010
ACM
181views Database» more  EDBT 2010»
13 years 5 months ago
Private record matching using differential privacy
Private matching between datasets owned by distinct parties is a challenging problem with several applications. Private matching allows two parties to identify the records that ar...
Ali Inan, Murat Kantarcioglu, Gabriel Ghinita, Eli...
IJDAR
2010
110views more  IJDAR 2010»
13 years 5 months ago
Locating and parsing bibliographic references in HTML medical articles
The set of references that typically appear toward the end of journal articles is sometimes, though not always, a field in bibliographic (citation) databases. But even if referenc...
Jie Zou, Daniel X. Le, George R. Thoma
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