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» Sparse Additive Machine
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75
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BMCBI
2006
85views more  BMCBI 2006»
15 years 21 days ago
SVM-based prediction of caspase substrate cleavage sites
Background: Caspases belong to a class of cysteine proteases which function as critical effectors in apoptosis and inflammation by cleaving substrates immediately after unique sit...
Lawrence J. K. Wee, Tin Wee Tan, Shoba Ranganathan
71
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CORR
2006
Springer
101views Education» more  CORR 2006»
15 years 20 days ago
MDL Convergence Speed for Bernoulli Sequences
The Minimum Description Length principle for online sequence estimation/prediction in a proper learning setup is studied. If the underlying model class is discrete, then the total...
Jan Poland, Marcus Hutter
106
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DATAMINE
2006
157views more  DATAMINE 2006»
15 years 20 days ago
Data Clustering with Partial Supervision
Clustering with partial supervision finds its application in situations where data is neither entirely nor accurately labeled. This paper discusses a semisupervised clustering algo...
Abdelhamid Bouchachia, Witold Pedrycz
IJPP
2008
74views more  IJPP 2008»
15 years 19 days ago
Bandwidth Efficient All-to-All Broadcast on Switched Clusters
We develop an all-to-all broadcast scheme that achieves maximum bandwidth efficiency for clusters with tree topologies. Using our scheme for clusters with cut-through switches, an...
Ahmad Faraj, Pitch Patarasuk, Xin Yuan
IJRR
2008
186views more  IJRR 2008»
15 years 19 days ago
Automated Design of Adaptive Controllers for Modular Robots using Reinforcement Learning
Designing distributed controllers for self-reconfiguring modular robots has been consistently challenging. We have developed a reinforcement learning approach which can be used bo...
Paulina Varshavskaya, Leslie Pack Kaelbling, Danie...