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A significant advantage of the proposed approach is that we novelly integrate the information theoretic feature selection framework with the generalized lasso framework.
Recently, feature selection methods using information theory have been devised for feature-to-class relevance and feature-to-feature correlations, including a probabilistic interpretation based upon the conditional likelihood maximisation in order to unify information theoretic feature selection [ 36].
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They used information theoretic features like entropy and mutual information extracted from two frequency ranges (the range that is less than or equal to 100 Hz and the range that is greater than 100 Hz) of awake scalp EEGs[29].
In its strongest form, this Strawsonian approach leads one to regard with suspicion compatibilist efforts to capture free will by starting with action theoretic features of agency, features involving the springs of action (e.g., reasons-responsive mechanisms, or hierarchical or other structural features involving elements of an agent's psychology).
This paper analyzes essential game-theoretic features of such public goods, which allow correlated strategies to provide Pareto-improving alternatives to the Nash equilibria.
At the level of ConGolog, decision-theoretic features are built into the interpreter, which drives the simulations, and the process of delegating tasks to other agents is explicitly represented.
The lattice L(H) has several quite special order-theoretic features.
Although the control-theoretic features revealed are themselves interesting from a mathematical standpoint, they serve the broader purpose of establishing fundamental limits on the selective control of neurons with common inputs.
The most straightforward form of metaknowledge extracted from the data include statistical or information-theoretic features.
Here, we introduce the additional usage of information-theoretic (IT) features.
Information-theoretic (IT) features have been widely used in computational biology and bioinformatics to measure, analyze, and model the structural and organizational properties of biological sequences.
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