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UAI
2003
15 years 1 months ago
The Information Bottleneck EM Algorithm
Learning with hidden variables is a central challenge in probabilistic graphical models that has important implications for many real-life problems. The classical approach is usin...
Gal Elidan, Nir Friedman
JCIT
2007
96views more  JCIT 2007»
14 years 11 months ago
A Paper-Centred Information System: Effectiveness and Quality Implications in UK Police Intelligence Units
This paper investigates the quality of information and intelligence in the United Kingdom’s (UK) police intelligence units with a particular emphasis on the role of paper-based ...
Gabriella Spinelli, Bhavna Sharma
CIKM
2001
Springer
15 years 4 months ago
A Domain Independent Environment for Creating Information Extraction Modules
Text-Mining is a growing area of interest within the field of Data Mining and Knowledge Discovery. Given a collection of text documents, most approaches to Text Mining perform kno...
Ronen Feldman, Yonatan Aumann, Yair Liberzon, Kfir...
CIKM
2001
Springer
15 years 4 months ago
Evaluating Document Clustering for Interactive Information Retrieval
We consider the problem of organizing and browsing the top ranked portion of the documents returned by an information retrieval system. We study the effectiveness of a document o...
Anton Leuski
CCS
2009
ACM
15 years 6 months ago
A probabilistic approach to hybrid role mining
Role mining algorithms address an important access control problem: configuring a role-based access control system. Given a direct assignment of users to permissions, role mining...
Mario Frank, Andreas P. Streich, David A. Basin, J...