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» Dynamically inferring temporal properties
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INFOCOM
2002
IEEE
14 years 2 months ago
Inference and Labeling of Metric-Induced Network Topologies
—The development and deployment of distributed network-aware applications and services require the ability to compile and maintain a model of the underlying network resources wit...
Azer Bestavros, John W. Byers, Khaled Harfoush
ICASSP
2011
IEEE
13 years 1 months ago
Learning and inference algorithms for partially observed structured switching vector autoregressive models
We present learning and inference algorithms for a versatile class of partially observed vector autoregressive (VAR) models for multivariate time-series data. VAR models can captu...
Balakrishnan Varadarajan, Sanjeev Khudanpur
LORI
2009
Springer
14 years 4 months ago
Dynamic Epistemic Temporal Logic
We introduce a new type of arrow in the update frames (or “action models”) of Dynamic Epistemic Logic in a way that enables us to reason about epistemic temporal dynamics in m...
Bryan Renne, Joshua Sack, Audrey Yap
BMCBI
2010
138views more  BMCBI 2010»
13 years 10 months ago
A model-independent approach to infer hierarchical codon substitution dynamics
Background: Codon substitution constitutes a fundamental process in molecular biology that has been studied extensively. However, prior studies rely on various assumptions, e.g. r...
Olof Görnerup, Martin Nilsson Jacobi
ICMI
2000
Springer
138views Biometrics» more  ICMI 2000»
14 years 1 months ago
Multimodal Speaker Detection Using Input/Output Dynamic Bayesian Networks
Inferring users' actions and intentions forms an integral part of design and development of any human-computer interface. The presence of noisy and at times ambiguous sensory ...
Vladimir Pavlovic, Ashutosh Garg, James M. Rehg