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ENC
2006
IEEE
14 years 3 months ago
Cleaning Training-Datasets with Noise-Aware Algorithms
We introduce a novel learning algorithm for noise elimination. Our algorithm is based on the re-measurement idea for the correction of erroneous observations and is able to discri...
H. Jair Escalante
CEAS
2008
Springer
13 years 11 months ago
Activity-centred Search in Email
We consider activity-centered tasks in email, including the novel task of predicting future involvement of persons from an enterprise in an ongoing activity represented by a folde...
Einat Minkov, Ramnath Balasubramanyan, William W. ...
NLDB
2007
Springer
14 years 4 months ago
Developing Methods and Heuristics with Low Time Complexities for Filtering Spam Messages
In this paper, we propose methods and heuristics having high accuracies and low time complexities for filtering spam e-mails. The methods are based on the n-gram approach and a heu...
Tunga Güngör, Ali Çiltik
DMKD
2004
ACM
139views Data Mining» more  DMKD 2004»
14 years 3 months ago
Iterative record linkage for cleaning and integration
Record linkage, the problem of determining when two records refer to the same entity, has applications for both data cleaning (deduplication) and for integrating data from multipl...
Indrajit Bhattacharya, Lise Getoor
INFOCOM
2010
IEEE
13 years 8 months ago
Overcoming Failures: Fault-tolerance and Logical Centralization in Clean-Slate Network Management
—We investigate the design of a clean-slate control and nt plane for data networks using the abstraction of 4D architecture, utilizing and extending 4D’s concept of logically c...
Hammad Iqbal, Taieb Znati