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- W1607176310 abstract "We propose a data structure that decreases complexity of unsupervised competitive learning algorithms which are based on the growing cells structures approach. The idea is based on a novel way of ordering the cells in a tree like data structure in a way that random access during training is replaced by tree traversals.Overall time complexity is reduced from O(n2) to O(n log n) which opens new application fields to the growing cells structures approach." @default.
- W1607176310 created "2016-06-24" @default.
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- W1607176310 date "2010-01-01" @default.
- W1607176310 modified "2023-09-26" @default.
- W1607176310 title "Tumble Tree – Reducing Complexity of the Growing Cells Approach" @default.
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- W1607176310 doi "https://doi.org/10.1007/978-3-642-15825-4_28" @default.
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