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» The complexity of stochastic sequences
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ISCAS
2007
IEEE
130views Hardware» more  ISCAS 2007»
15 years 6 months ago
Classes of stochastically switched (blinking) systems
—It is investigated to what extent the trajectories of a stochastically switched (blinking) system follow the corresponding trajectories of the averaged system. Four cases have t...
Martin Hasler, Igor Belykh, Vladimir N. Belykh
COLT
1992
Springer
15 years 3 months ago
Language Learning from Stochastic Input
Language learning from positive data in the Gold model of inductive inference is investigated in a setting where the data can be modeled as a stochastic process. Specifically, the...
Shyam Kapur, Gianfranco Bilardi
ICML
2001
IEEE
16 years 19 days ago
Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data
We present conditional random fields, a framework for building probabilistic models to segment and label sequence data. Conditional random fields offer several advantages over hid...
John D. Lafferty, Andrew McCallum, Fernando C. N. ...
ICALP
2000
Springer
15 years 3 months ago
Amalgamation of Transition Sequences in the PEPA Formalism
This report presents a formal approach to reducing sequences in PEPA components. Performing the described amalgamation procedure we may remove, from the underlying Markov chain, t...
Jane Hillston, J. Tomasik
EPEW
2008
Springer
15 years 1 months ago
State-Aware Performance Analysis with eXtended Stochastic Probes
We define a mechanism for specifying performance queries which combine instantaneous observations of model states and finite sequences of observations of model activities. We reali...
Allan Clark, Stephen Gilmore