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DATE
2008
IEEE
102views Hardware» more  DATE 2008»
14 years 4 months ago
Semantics for Model-Based Validation of Continuous/Discrete Systems
Continuous and discrete components can be integrated in diverse systems including defense, medical, electronic, communication, and automotive applications. Given the heterogeneity...
Luiza Gheorghe, Faouzi Bouchhima, Gabriela Nicoles...
BMCBI
2010
152views more  BMCBI 2010»
13 years 10 months ago
Comparative study of three commonly used continuous deterministic methods for modeling gene regulation networks
Background: A gene-regulatory network (GRN) refers to DNA segments that interact through their RNA and protein products and thereby govern the rates at which genes are transcribed...
Martin T. Swain, Johannes J. Mandel, Werner Dubitz...
JAIR
2006
110views more  JAIR 2006»
13 years 10 months ago
Modelling Mixed Discrete-Continuous Domains for Planning
In this paper we present pddl+, a planning domain description language for modelling mixed discrete-continuous planning domains. We describe the syntax and modelling style of pddl...
Maria Fox, Derek Long
UAI
2008
13 years 11 months ago
Continuous Time Dynamic Topic Models
In this paper, we develop the continuous time dynamic topic model (cDTM). The cDTM is a dynamic topic model that uses Brownian motion to model the latent topics through a sequenti...
Chong Wang, David M. Blei, David Heckerman
PAMI
2006
143views more  PAMI 2006»
13 years 10 months ago
Variational Bayes for Continuous Hidden Markov Models and Its Application to Active Learning
In this paper we present a variational Bayes (VB) framework for learning continuous hidden Markov models (CHMMs), and we examine the VB framework within active learning. Unlike a ...
Shihao Ji, Balaji Krishnapuram, Lawrence Carin