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119
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CORR
2011
Springer
14 years 5 months ago
2011
Springer
Statistical dependencies among wavelet coefficients are commonly represented by graphical models such as hidden Markov trees (HMTs). However, in linear inverse problems such as d...
155
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CORR
2012
Springer
13 years 9 months ago
2012
Springer
Suppose that we observe noisy linear measurements of an unknown signal that can be modeled as the sum of two component signals, each of which arises from a nonlinear sub-manifold ...
108
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GECCO
2006
Springer
15 years 5 months ago
2006
Springer
We describe a Markov chain Bayesian classification tool, SCS, that can perform data-driven classification of proteins and protein segments. Training data for interesting classific...
113
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AAAI
2006
15 years 3 months ago
2006
Even under polynomial restrictions on plan length, conformant planning remains a very hard computational problem as plan verification itself can take exponential time. This heavy ...
105
Voted
RTA
1998
Springer
15 years 5 months ago
1998
Springer
There is a close relationship between word unification and second-order unification. This similarity has been exploited for instance for proving decidability of monadic second-orde...