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» Efficient Cross-Validation in ILP
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ICML
2004
IEEE
14 years 8 months ago
Learning first-order rules from data with multiple parts: applications on mining chemical compound data
Inductive learning of first-order theory based on examples has serious bottleneck in the enormous hypothesis search space needed, making existing learning approaches perform poorl...
Cholwich Nattee, Sukree Sinthupinyo, Masayuki Numa...
ILP
2005
Springer
14 years 29 days ago
Machine Learning for Systems Biology
In this paper we survey work being conducted at Imperial College on the use of machine learning to build Systems Biology models of the effects of toxins on biochemical pathways. Se...
Stephen Muggleton
VLSISP
2010
105views more  VLSISP 2010»
13 years 2 months ago
An Efficient Memory Organization for High-ILP Inner Modem Baseband SDR Processors
Bjorn De Sutter, Osman Allam, Praveen Raghavan, Ro...
IPCO
2004
94views Optimization» more  IPCO 2004»
13 years 8 months ago
More on a Binary-Encoded Coloring Formulation
We further develop the 0/1 ILP formulation of Lee for edge coloring where colors are encoded in binary. With respect to that formulation, our main contributions are: (i) an efficie...
Jon Lee, François Margot