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Incremental Hierarchical Discriminant Regression
2007
IEEE Transactions on Neural Networks
This paper presents Incremental Hierarchical Discriminant Regression (IHDR) which incrementally builds a decision tree or regression tree for very high dimensional regression or decision spaces by an online, real-time learning system. Biologically motivated, it is an approximate computational model for automatic development of associative cortex, with both bottom-up sensory inputs and top-down motor projections. At each internal node of the IHDR tree, information in the output space is used to
doi:10.1109/tnn.2006.889942
pmid:17385628
fatcat:fjfjv3vzvbemto5xe52n342yla