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131
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KR
2010
Springer
15 years 5 months ago
Repair and Prediction (under Inconsistency) in Large Biological Networks with Answer Set Programming
We address the problem of repairing large-scale biological networks and corresponding yet often discrepant measurements in order to predict unobserved variations. To this end, we ...
Martin Gebser, Carito Guziolowski, Mihail Ivanchev...
ICANN
2001
Springer
15 years 5 months ago
Learning and Prediction of the Nonlinear Dynamics of Biological Neurons with Support Vector Machines
Based on biological data we examine the ability of Support Vector Machines (SVMs) with gaussian kernels to learn and predict the nonlinear dynamics of single biological neurons. We...
Thomas Frontzek, Thomas Navin Lal, Rolf Eckmiller
107
Voted
APAQS
2000
IEEE
15 years 5 months ago
Software Quality Prediction Using Mixture Models with EM Algorithm
The use of the statistical technique of mixture model analysis as a tool for early prediction of fault-prone program modules is investigated. The Expectation-Maximum likelihood (E...
Ping Guo, Michael R. Lyu
ICRA
2000
IEEE
105views Robotics» more  ICRA 2000»
15 years 5 months ago
Modeling and Throughput Prediction for Flexible Parts Feeders
In this paper we illustrate a methodology for modeling and analyzing flexible feeders using generalized semi-Markov process (GSMP) models. Working through the simple case consisti...
Michael S. Branicky, Greg C. Causey, Roger D. Quin...
ASYNC
1998
IEEE
91views Hardware» more  ASYNC 1998»
15 years 5 months ago
Predicting Performance of Micropipelines Using Charlie Diagrams
A technique is presented to predict the performance behavior of control circuits for a linear FIFO. The control circuit consists of a linear chain of RendezVous elements, also cal...
Jo C. Ebergen, Scott Fairbanks, Ivan E. Sutherland