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METHODS AND SYSTEMS FOR GENERATING RECOMMENDATIONS FOR CAUSES OF COMPUTER ALERTS THAT ARE AUTOMATICALLY DETECTED BY A MACHINE LEARNING ALGORITHM

Abstract:

Methods and systems are disclosed for generating recommendations for causes of computer alerts that are automatically detected by a machine learning algorithm are described. For example, the system may receive a first feature vector with an unknown alert status, wherein the first feature vector represents values corresponding to a plurality of computer states in a first computer system. The system may input the first feature vector into an artificial neural network, wherein the artificial neural network is trained to detect a known alert status based on a set of training data comprising labeled feature vectors corresponding to the known alert status, and wherein the artificial neural network is trained to detect conditional expectations the plurality of computer states in an inputted feature vector.