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ICDM
2009
IEEE
141views Data Mining» more  ICDM 2009»
15 years 5 months ago
Scalable Algorithms for Distribution Search
Distribution data naturally arise in countless domains, such as meteorology, biology, geology, industry and economics. However, relatively little attention has been paid to data m...
Yasuko Matsubara, Yasushi Sakurai, Masatoshi Yoshi...
CLOUD
2010
ACM
15 years 4 months ago
Stateful bulk processing for incremental analytics
This work addresses the need for stateful dataflow programs that can rapidly sift through huge, evolving data sets. These data-intensive applications perform complex multi-step c...
Dionysios Logothetis, Christopher Olston, Benjamin...
IANDC
2010
84views more  IANDC 2010»
14 years 9 months ago
Modules over monads and initial semantics
Inspired by the classical theory of modules over a monoid, we introduce the natural notion of module over a monad. The associated notion of morphism of left modules (”linear” n...
André Hirschowitz, Marco Maggesi
JMLR
2010
105views more  JMLR 2010»
14 years 6 months ago
When causality matters for prediction
Recent evaluations have indicated that in practice, general methods for prediction which do not account for changes in the conditional distribution of a target variable given feat...
Robert E. Tillman, Peter Spirtes
FATES
2006
Springer
15 years 2 months ago
A Test Calculus Framework Applied to Network Security Policies
Abstract. We propose a syntax-driven test generation technique to auly derive abstract test cases from a set of requirements expressed in a linear temporal logic. Assuming that an ...
Yliès Falcone, Jean-Claude Fernandez, Laure...