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130
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ICML
2009
IEEE
16 years 4 months ago
Tractable nonparametric Bayesian inference in Poisson processes with Gaussian process intensities
The inhomogeneous Poisson process is a point process that has varying intensity across its domain (usually time or space). For nonparametric Bayesian modeling, the Gaussian proces...
Ryan Prescott Adams, Iain Murray, David J. C. MacK...
CAISE
2008
Springer
15 years 5 months ago
Refactoring Process Models in Large Process Repositories
With the increasing adoption of process-aware information systems (PAIS), large process model repositories have emerged. Over time respective models have to be re-aligned to the re...
Barbara Weber, Manfred Reichert
112
Voted
DATE
2009
IEEE
92views Hardware» more  DATE 2009»
15 years 10 months ago
WCRT algebra and interfaces for esterel-style synchronous processing
—The synchronous model of computation together with a suitable execution platform facilitates system-level timing predictability. This paper introduces an algebraic framework for...
Michael Mendler, Reinhard von Hanxleden, Claus Tra...
JMLR
2010
158views more  JMLR 2010»
14 years 10 months ago
Topology Selection in Graphical Models of Autoregressive Processes
An algorithm is presented for topology selection in graphical models of autoregressive Gaussian time series. The graph topology of the model represents the sparsity pattern of the...
Jitkomut Songsiri, Lieven Vandenberghe
ICDCS
1999
IEEE
15 years 7 months ago
Beyond the Black Box: Event-based Inter-Process Communication in Process Support Systems
Existing workflow management systems encapsulate the data and behavior of a process within its execution scope, preventing other processes from accessing this information until th...
Claus Hagen, Gustavo Alonso