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» Modeling synchronized time series
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DMSN
2007
ACM
15 years 4 months ago
Declarative temporal data models for sensor-driven query processing
Many sensor network applications monitor continuous phenomena by sampling, and fit time-varying models that capture the phenomena's behaviors. We introduce Pulse, a framework...
Yanif Ahmad, Ugur Çetintemel
116
Voted
MA
2010
Springer
132views Communications» more  MA 2010»
14 years 11 months ago
Model selection by sequentially normalized least squares
Model selection by the predictive least squares (PLS) principle has been thoroughly studied in the context of regression model selection and autoregressive (AR) model order estima...
Jorma Rissanen, Teemu Roos, Petri Myllymäki
EMSOFT
2007
Springer
15 years 7 months ago
Loosely time-triggered architectures based on communication-by-sampling
We address the problem of mapping a set of processes which communicate synchronously on a distributed platform. The Time Triggered Architecture (TTA) proposed by Kopetz for the co...
Albert Benveniste, Paul Caspi, Marco Di Natale, Cl...
AOSD
2010
ACM
15 years 7 months ago
From aspect-oriented models to aspect-oriented code?: the maintenance perspective
Aspect-Oriented Modeling (AOM) provides support for separating concerns at the design level. Even though most AOM approaches provide means to execute the composition of the modula...
Aram Hovsepyan, Riccardo Scandariato, Stefan Van B...
81
Voted
ECML
2006
Springer
15 years 4 months ago
Learning Process Models with Missing Data
Abstract. In this paper, we review the task of inductive process modeling, which uses domain knowledge to compose explanatory models of continuous dynamic systems. Next we discuss ...
Will Bridewell, Pat Langley, Steve Racunas, Stuart...