Prognostics of multiple failure modes in rotating machinery using a pattern-based classifier and cumulative incidence functions

A Ragab, S Yacout, MS Ouali, H Osman - Journal of Intelligent …, 2019 - Springer
This paper presents a novel methodology for multiple failure modes prognostics in rotating
machinery. The methodology merges a machine learning and pattern recognition approach …

Deep understanding in industrial processes by complementing human expertise with interpretable patterns of machine learning

A Ragab, M El Koujok, H Ghezzaz, M Amazouz… - Expert Systems with …, 2019 - Elsevier
Experts in industrial processes rely on domain knowledge (DK) repositories to identify the
causes of abnormal situations in order to make appropriate decisions that mitigate the …

Network anomaly detection

I Manning, E Thiebaut-George - US Patent 10,225,155, 2019 - Google Patents
NETWORK ANOMALY DETECTION In a second aspect of the invention there is provided a
method of managing network devices comprising: collecting BACKGROUND metric data …