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CMSB
2009
Springer
15 years 10 months ago
Probabilistic Approximations of Signaling Pathway Dynamics
Systems of ordinary differential equations (ODEs) are often used to model the dynamics of complex biological pathways. We construct a discrete state model as a probabilistic appro...
Bing Liu, P. S. Thiagarajan, David Hsu
PKDD
2009
Springer
184views Data Mining» more  PKDD 2009»
15 years 10 months ago
Learning Preferences with Hidden Common Cause Relations
Abstract. Gaussian processes have successfully been used to learn preferences among entities as they provide nonparametric Bayesian approaches for model selection and probabilistic...
Kristian Kersting, Zhao Xu
SEMWEB
2009
Springer
15 years 10 months ago
Task Representation and Retrieval in an Ontology-Guided Modelling System
A modelling procedure consists of a sequence of modelling tasks. With the increasing size of models during the development, the relations among modelling objects and their correspo...
Yuan Ren, Jens Lemcke, Andreas Friesen, Tirdad Rah...
FCCM
2008
IEEE
177views VLSI» more  FCCM 2008»
15 years 10 months ago
Hardware Scripting in Gel
—Gel is a hardware description language that enables quick scripting of high level designs and can be easily extended to new design patterns. It is expression oriented and extrem...
Jonathan Bachrach, Dany Qumsiyeh, Mark Tobenkin
KI
2007
Springer
15 years 10 months ago
Location-Based Activity Recognition
Learning patterns of human behavior from sensor data is extremely important for high-level activity inference. We show how to extract and label a person’s activities and signiï¬...
Dieter Fox