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Multi-scale Mining of fMRI data with Hierarchical Structured Sparsity
brain reading structured sparsity convex optimization sparse hierarchical models inter-subject validation proximal methods
2011/6/16
Inverse inference, or “brain reading”, is a recent paradigm for analyzing functional magnetic resonance imaging (fMRI) data, based on pattern recognition and statistical learning. By predicting some c...
State Space Realization Theorems For Data Mining
realizations formal series learning sets data mining Myhill–Nerode Theorem input-output maps algebraic approaches todata mining
2010/3/17
In this paper, we consider formal series associated with events, profiles
derived from events, and statistical models that make predictions
about events. We prove theorems about realizations for the...