Automating mixture model fitting of task durations for process conformance checking - Yang, Lingkai; McClean, Sally; Faddy, Malcolm; Donnelly, Mark; Khan, Kashaf; Burke, Kevin (Data mining and knowledge discovery, 2025)
Keywords: Algorithms; Artificial Intelligence; Automation; Business operations; Chemistry and Earth Sciences; Computer Science; Customers; Data Mining and Knowledge Discovery; Datasets; Efficiency; Hospitals; Information Storage and Retrieval; Methods; Physics; Statistics for Engineering; Process mining; Divide-and-conquer fitting; Process duration modelling; Nelder-Mead optimisation; Process conformance checking; Gamma mixture model