Scalable Evidential K-Nearest Neighbor Classification on Big Data - Gong, Chaoyu; Demmel, Jim; You, Yang (IEEE transactions on big data, 2024)
Keywords: Algorithms; Approximation algorithms; Big Data; Classification; Classification algorithms; Datasets; distributed gradient descent; Evidential <named-content xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" content-type="math" xlink:type="simple"> K -nearest neighbor classification; Nearest neighbor methods; Parameter estimation; Program processors; spark; Sparks; Training