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» Learning Qualitative Metabolic Models
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AI
2011
Springer
13 years 4 months ago
Learning qualitative models from numerical data
Qualitative models are often a useful abstraction of the physical world. Learning qualitative models from numerical data sible way to obtain such an abstraction. We present a new ...
Jure Zabkar, Martin Mozina, Ivan Bratko, Janez Dem...
ICRA
2008
IEEE
265views Robotics» more  ICRA 2008»
14 years 4 months ago
Trajectory generation for dynamic bipedal walking through qualitative model based manifold learning
— Legged robots represent great promise for transport in unstructured environments. However, it has been difficult to devise motion planning strategies that achieve a combinatio...
Subramanian Ramamoorthy, Benjamin Kuipers
BIOSTEC
2011
247views Healthcare» more  BIOSTEC 2011»
12 years 9 months ago
Kinetic Models and Qualitative Abstraction for Relational Learning in Systems Biology
Gabriel Synnaeve, Katsumi Inoue, Andrei Doncescu, ...
BMCBI
2010
126views more  BMCBI 2010»
13 years 7 months ago
Systematic integration of experimental data and models in systems biology
Background: The behaviour of biological systems can be deduced from their mathematical models. However, multiple sources of data in diverse forms are required in the construction ...
Peter Li, Joseph O. Dada, Daniel Jameson, Irena Sp...
CVPR
2008
IEEE
14 years 12 months ago
Learning Bayesian Networks with qualitative constraints
Graphical models such as Bayesian Networks (BNs) are being increasingly applied to various computer vision problems. One bottleneck in using BN is that learning the BN model param...
Yan Tong, Qiang Ji