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Reducing numerical precision preserves classification accuracy in Mondrian Forests

Jun 28, 2021
Marc Vicuna, Martin Khannouz, Gregory Kiar, Yohan Chatelain, Tristan Glatard

* 6 pages, 3 tables, 2 figures. Keywords: numerical precision, memory footprint, Mondrian Forests, human activity, recognition, data streams, supervised classification, floating-point representation 

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A benchmark of data stream classification for human activity recognition on connected objects

Aug 27, 2020
Martin Khannouz, Tristan Glatard

* 8 pages, 9 figures, for a journal 

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