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Published by University of Toronto, Dept. of Computer Science in Toronto .
Written in English


Book details:

Edition Notes

StatementBrian Sallans.
The Physical Object
Pagination68 p.
Number of Pages68
ID Numbers
Open LibraryOL18452677M
ISBN 100612407497

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A committee machine is a type of artificial neural network using a divide and conquer strategy in which the responses of multiple neural networks (experts) are combined into a single response. The combined response of the committee machine is supposed to be superior to those of its constituent experts. Compare with ensembles of classifiers. A hierarchical organization is an organizational structure where every entity in the organization, except one, is subordinate to a single other entity. This arrangement is a form of a an organization, the hierarchy usually consists of a singular/group of power at the top with subsequent levels of power beneath them. This is the dominant mode of organization among large. We propose to look for community hierarchies, with communities- within-communities. Our proposed method, the Context-specific Cluster Tree (CCT) finds such communities at multiple levels, with no user intervention, based on information theoretic principles (MDL). Hierarchical mixtures of experts and the EM algorithm Michael I. Jordan Department of Brain and Cognitive Sciences MIT Cambridge, MA Abstract We present a tree-structured architecture for supervised learning. The statistical model underlying the architecture is a hi- File Size: KB.

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