Inferring pairwise regulatory relationships from multiple time series datasets.

Yanxin Shi Tom M. Mitchell Ziv Bar-Joseph

Published in: Bioinform. (2007)

Keyphrases

pairwise
loss function
similarity measure
markov random field
benchmark datasets
data mining
neural network
data mining tasks
pairwise constraints
multiple types
training dataset
dynamic time warping
non stationary
graphical models
multi class
probabilistic model
support vector
learning algorithm