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ICDM
2003
IEEE
158views Data Mining» more  ICDM 2003»
15 years 5 months ago
Identifying Markov Blankets with Decision Tree Induction
The Markov Blanket of a target variable is the minimum conditioning set of variables that makes the target independent of all other variables. Markov Blankets inform feature selec...
Lewis Frey, Douglas H. Fisher, Ioannis Tsamardinos...
RTAS
1998
IEEE
15 years 4 months ago
FARA - A Framework for Adaptive Resource Allocation in Complex Real-Time Systems
This paper introduces FARA, a framework that provides abstractions and mechanisms for building integrated adaptation and resource allocation services in complex real-time systems....
Daniela Rosu, Karsten Schwan, Sudhakar Yalamanchil...
AAAI
2012
13 years 2 months ago
A Sequential Decision Approach to Ordinal Preferences in Recommender Systems
We propose a novel sequential decision approach to modeling ordinal ratings in collaborative filtering problems. The rating process is assumed to start from the lowest level, eva...
Truyen Tran, Dinh Q. Phung, Svetha Venkatesh
ICFP
2009
ACM
16 years 16 days ago
Identifying query incompatibilities with evolving XML schemas
During the life cycle of an XML application, both schemas and queries may change from one version to another. Schema evolutions may affect query results and potentially the validi...
Nabil Layaïda, Pierre Genevès, Vincent...
PLDI
2004
ACM
15 years 5 months ago
Symbolic pointer analysis revisited
Pointer analysis is a critical problem in optimizing compiler, parallelizing compiler, software engineering and most recently, hardware synthesis. While recent efforts have sugges...
Jianwen Zhu, Silvian Calman