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» Reasoning about Input-Output Modeling of Dynamical Systems
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PVLDB
2008
160views more  PVLDB 2008»
13 years 8 months ago
BayesStore: managing large, uncertain data repositories with probabilistic graphical models
Several real-world applications need to effectively manage and reason about large amounts of data that are inherently uncertain. For instance, pervasive computing applications mus...
Daisy Zhe Wang, Eirinaios Michelakis, Minos N. Gar...
ATAL
2004
Springer
14 years 2 months ago
Motion and Episode Models for (Simulated) Football Games: Acquisition, Representation, and Use
One of the key problems in the study of multi agent systems in which the agents exhibit continuous behavior is the automatic recognition and analysis of intentional activities bas...
Michael Beetz, Thomas Stammeier, Sven Flossmann
ICRA
2003
IEEE
111views Robotics» more  ICRA 2003»
14 years 2 months ago
Fuzzy Petri nets for monitoring and recovery
- In this paper, we propose a unitary tool for modeling and analysis of discrete event systems monitoring. Uncertain knowledge of such tasks asks specific reasoning and adapted fuz...
Daniel I. Racoceanu, Eugenia Minca, Noureddine Zer...
LICS
2009
IEEE
14 years 3 months ago
Logical Step-Indexed Logical Relations
We show how to reason about “step-indexed” logitions in an abstract way, avoiding the tedious, error-prone, and proof-obscuring step-index arithmetic that seems superficially...
Derek Dreyer, Amal Ahmed, Lars Birkedal
BIOINFORMATICS
2007
195views more  BIOINFORMATICS 2007»
13 years 9 months ago
Context-dependent clustering for dynamic cellular state modeling of microarray gene expression
Motivation: High-throughput expression profiling allows researchers to study gene activities globally. Genes with similar expression profiles are likely to encode proteins that ma...
Shinsheng Yuan, Ker-Chau Li